ssh raymond@192.168.1.111 'bash -c "mkdir -p ~/.config/Hermes && cat > ~/.config[...redacted 321 bytes]


ssh raymond@192.168.1.111 'bash -c "pkill -f \"hermes.*desktop\" 2>/dev/null; sl[...redacted 219 bytes]


ssh raymond@192.168.1.111 'pkill -f "hermes.*desktop" 2>/dev/null; pkill -f "Her[...redacted 67 bytes]


ssh raymond@192.168.1.111 'pkill -f -9 "hermes.*desktop" 2>/dev/null; pkill -f "[...redacted 35 bytes]


ssh raymond@192.168.1.111 'bash -s' <<'SSH_EOF'
echo "alive"
ls -la ~/.config/He[...redacted 125 bytes]


curl -s http://127.0.0.1:9119/api/status | python3 -c "
import sys, json
d = jso[...redacted 313 bytes]


ssh raymond@192.168.1.111 'bash -s' <<'SSH_EOF'
cat > ~/.config/Hermes/connectio[...redacted 321 bytes]


sudo nft add rule inet filter ufw-user-input ip saddr 192.168.1.0/24 tcp dport 9[...redacted 85 bytes]


sudo nft list chain inet filter ufw-user-input 2>/dev/null | grep 9119


sudo nft -a list ruleset 2>/dev/null | grep -B1 -A2 "9119" | head -20


sudo nft add rule inet filter INPUT ip saddr 192.168.1.0/24 tcp dport 9119 accep[...redacted 1 bytes]


sudo nft add rule ip filter INPUT ip saddr 192.168.1.0/24 tcp dport 9119 accept


cat ~/.local/share/applications/hermes-desktop.desktop 2>/dev/null || echo "NOT [...redacted 6 bytes]


ssh raymond@192.168.1.111 'bash -c "mkdir -p ~/.local/share/applications/ && cat[...redacted 311 bytes]


hermes sessions delete 20260606_202800_020235fe --yes 2>&1 && hermes sessions de[...redacted 102 bytes]


hermes sessions rename 20260606_082029_ddc41aa3 "Bonsai Image 4B Studio" 2>&1 &&[...redacted 116 bytes]


lsblk -o NAME,SIZE,TYPE,MOUNTPOINT,MODEL | head -30


ls -la /home/rurouni/systemrescue* /home/rurouni/*.iso 2>/dev/null || echo "No e[...redacted 18 bytes]


lsblk -o NAME,SIZE,TYPE,MOUNTPOINT,MODEL,TRAN | grep -E "usb|removable" || lsblk[...redacted 43 bytes]


lsblk -o NAME,SIZE,TYPE,MOUNTPOINT,MODEL,TRAN 2>/dev/null | grep -iv "nvme\|sda\[...redacted 25 bytes]


ssh raymond@192.168.1.111 'bash -c "lsblk -o NAME,SIZE,TYPE,MOUNTPOINT,MODEL,TRA[...redacted 29 bytes]


lsblk -o NAME,SIZE,TYPE,MOUNTPOINT,MODEL,TRAN 2>/dev/null


ssh raymond@192.168.1.111 'bash -c "lsblk -o NAME,SIZE,TYPE,MOUNTPOINT,MODEL,TRA[...redacted 15 bytes]


dmesg | tail -20 | grep -iE "usb|sd[a-z]|removable"


curl -L -o /tmp/systemrescue-13.01-amd64.iso "https://fastly.system-rescue.org/s[...redacted 43 bytes]


curl -L --connect-timeout 10 -o /tmp/systemrescue-13.01-amd64.iso "https://sourc[...redacted 110 bytes]


curl -L --connect-timeout 10 -o /tmp/systemrescue.iso "https://downloads.sourcef[...redacted 92 bytes]


which aria2c wget 2>/dev/null; ls -la /tmp/systemrescue*.iso


rm -f /tmp/systemrescue*.iso && aria2c -x 4 -s 4 --connect-timeout=30 --timeout=[...redacted 168 bytes]


wget --user-agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, li[...redacted 204 bytes]


nslookup fastly.system-rescue.org 2>/dev/null || host fastly.system-rescue.org 2[...redacted 120 bytes]


curl -L --connect-timeout 30 --max-time 720 -o /tmp/systemrescue-13.01-amd64.iso[...redacted 88 bytes]


curl -L -o /tmp/sysrescueusbwriter-x86_64.AppImage "https://fastly-cdn.system-re[...redacted 84 bytes]


chmod +x /tmp/sysrescueusbwriter-x86_64.AppImage && /tmp/sysrescueusbwriter-x86_[...redacted 34 bytes]


cd /tmp && /tmp/sysrescueusbwriter-x86_64.AppImage --appimage-extract 2>&1 | tai[...redacted 4 bytes]


ls -la /tmp/squashfs-root/ 2>/dev/null || ls -la /tmp/AppExtract*/ 2>/dev/null |[...redacted 94 bytes]


cat /tmp/squashfs-root/AppRun | head -20


find /tmp/squashfs-root -type f -name "*.py" -o -name "main*" -o -name "cli*" 2>[...redacted 20 bytes]


file /tmp/squashfs-root/usr/bin/sysrescueusbwriter && head -5 /tmp/squashfs-root[...redacted 27 bytes]


cd /tmp/squashfs-root && ./usr/bin/bash ./usr/bin/sysrescueusbwriter --help 2>&1[...redacted 11 bytes]


cd /tmp/squashfs-root && APPDIR=/tmp/squashfs-root ./usr/bin/bash ./usr/bin/sysr[...redacted 26 bytes]


sudo /tmp/squashfs-root/usr/bin/bash -c 'APPDIR=/tmp/squashfs-root TMPDIR=/tmp /[...redacted 107 bytes]


rm -rf /tmp/squashfs-root && cd /tmp && /tmp/sysrescueusbwriter-x86_64.AppImage [...redacted 159 bytes]


cd /tmp/squashfs-root && APPDIR=/tmp/squashfs-root sudo ./AppRun -c -t /dev/sdf [...redacted 38 bytes]


ls -la /tmp/squashfs-root/usr/bin/sysrescueusbwriter && file /tmp/squashfs-root/[...redacted 26 bytes]


sudo env APPDIR=/tmp/squashfs-root /tmp/squashfs-root/usr/bin/bash /tmp/squashfs[...redacted 86 bytes]


sudo chown rurouni:rurouni /dev/sdf && cd /tmp/squashfs-root && APPDIR=/tmp/squa[...redacted 72 bytes]


cd /tmp/squashfs-root && APPDIR=/tmp/squashfs-root ./AppRun -c -t /dev/sdf /tmp/[...redacted 50 bytes]


cd /tmp/squashfs-root && APPDIR=/tmp/squashfs-root echo "y" | ./AppRun -c -t /de[...redacted 44 bytes]


(cd /tmp/squashfs-root && APPDIR=/tmp/squashfs-root printf 'y\n' | ./AppRun -c -[...redacted 50 bytes]


APPDIR=/tmp/squashfs-root /tmp/squashfs-root/usr/bin/bash /tmp/squashfs-root/usr[...redacted 85 bytes]


mkdir -p /tmp/iso_extract && sudo mount -o loop /tmp/systemrescue-13.01-amd64.is[...redacted 47 bytes]


sudo sfdisk --delete /dev/sdf 2>/dev/null; echo 'label: dos
unit: sectors
sector[...redacted 115 bytes]


ls /tmp/squashfs-root/usr/bin/ | grep -i mkf


ls /tmp/squashfs-root/usr/bin/ | head -50


echo 'label: dos
unit: sectors
sector-size: 512

img1 : start=2048, type=c, boot[...redacted 100 bytes]


sudo /tmp/squashfs-root/usr/lib/ld-linux-x86-64.so.2 --library-path /tmp/squashf[...redacted 63 bytes]


printf 'label: dos\nunit: sectors\nsector-size: 512\n\nimg1 : start=2048, type=c[...redacted 197 bytes]


sudo mkdir -p /mnt/usb 2>/dev/null; sudo mount /dev/sdf1 /mnt/usb 2>&1


sudo mkdir -p /mnt/iso 2>/dev/null; sudo mount -o loop /tmp/systemrescue-13.01-a[...redacted 22 bytes]


sudo cp -a /tmp/squashfs-root/usr/lib/syslinux /mnt/usb/sysresccd/boot/ 2>&1


ls /mnt/usb/sysresccd/boot/syslinux/ | head -20


ls /mnt/usb/sysresccd/boot/syslinux/ | grep -E 'cfg|conf|menu'


ls /mnt/iso/sysresccd/boot/syslinux/ | head -20


which mcopy 2>/dev/null || apt list --installed 2>/dev/null | grep mtools || ech[...redacted 24 bytes]


sudo apt-get install -y mtools 2>&1 | tail -5


sudo apt-get install -y syslinux-common syslinux-efi 2>&1 | tail -5


which extlinux syslinux 2>/dev/null; dpkg -L syslinux-common 2>/dev/null | grep [...redacted 15 bytes]


apt-cache search syslinux 2>/dev/null | head -20


apt-get install -y syslinux 2>&1 | tail -5


sudo apt-get install -y syslinux extlinux 2>&1 | tail -5


echo '---
global:
    rootpass: "rescue2026"
    rootshell: "/bin/bash"
sysconfi[...redacted 211 bytes]


sudo umount /mnt/usb && sudo mount /dev/sdf1 /mnt/usb 2>&1


rm -rf /tmp/systemrescue-13.01-amd64.iso /tmp/squashfs-root /tmp/sysrescueusbwri[...redacted 137 bytes]


sudo -n true 2>&1 && echo "passwordless sudo already works" || echo "needs passw[...redacted 4 bytes]


for i in $(seq 1 254); do ping -c1 -W1 192.168.1.$i >/dev/null 2>&1 && echo "UP:[...redacted 25 bytes]


ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/null root@192.168.1.1[...redacted 30 bytes]


sudo lsblk -o NAME,SIZE,TYPE,MOUNTPOINT,MODEL 2>&1 | grep -i 'sdf\|sd[a-z]'


sudo mount /dev/sdf1 /mnt/usb 2>&1; cat /mnt/usb/sysrescue/sysrescue.yml 2>&1; s[...redacted 24 bytes]


ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/null -o ConnectTimeou[...redacted 63 bytes]


iptables -L -n 2>/dev/null || echo "no iptables"; nft list ruleset 2>/dev/null |[...redacted 20 bytes]


ip addr | grep -E 'inet '; echo "---"; ip route | head -5; echo "---"; tracerout[...redacted 41 bytes]


sudo iptables -L -n 2>&1 | head -50; echo "==="; sudo nft list ruleset 2>&1 | he[...redacted 6 bytes]


# Test TCP connectivity to a common port
nc -zv -w3 192.168.1.10 80 2>&1; nc -zv[...redacted 61 bytes]


ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/null -o ConnectTimeou[...redacted 48 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 88 bytes]


ssh root@192.168.1.10 "lsblk -o NAME,SIZE,TYPE,FSTYPE,MOUNTPOINT,MODEL 2>&1" 2>&[...redacted 1 bytes]


ssh-keygen -R 192.168.1.10 2>/dev/null; sshpass -p 'rescue2026' ssh -o StrictHos[...redacted 114 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 100 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 75 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 210 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 114 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 95 bytes]


ssh-keygen -R 192.168.1.10 2>/dev/null; sshpass -p 'rescue2026' ssh -o StrictHos[...redacted 89 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 591 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 408 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 706 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 345 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 296 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 406 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 626 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 257 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 237 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 146 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 304 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 149 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 308 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 312 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 2030 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 738 bytes]


# Verify new SSH connection still works through the firewall
sshpass -p 'rescue2[...redacted 137 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 127 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 125 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 291 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 112 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 509 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 603 bytes]


ssh-keygen -R 192.168.1.10 2>/dev/null
sshpass -p 'rescue2026' ssh -o StrictHost[...redacted 744 bytes]


sleep 2 && sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownH[...redacted 104 bytes]


ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/null -o ConnectTimeou[...redacted 46 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 70 bytes]


sleep 3 && sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownH[...redacted 81 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 508 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 432 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 615 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 279 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 201 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 142 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 290 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 199 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 364 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 911 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 118 bytes]


curl -s "http://192.168.1.50:8080/search?q=fix+windows+automatic+repair+loop+chn[...redacted 33 bytes]


curl -s "https://www.bing.com/search?q=windows+automatic+repair+loop+chntpw+fix+[...redacted 158 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 518 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 630 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 246 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 736 bytes]


sshpass -p 'rescue2026' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/d[...redacted 801 bytes]


ssh-keygen -R 192.168.1.10 2>/dev/null; sshpass -p 'root' ssh -o StrictHostKeyCh[...redacted 104 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 768 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 554 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 189 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 586 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 288 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 94 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 82 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 79 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 241 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 434 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 651 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 366 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 578 bytes]


mkdir -p /home/rurouni/rescue-ultra/{docs,manifests,build,profiles,packages,scri[...redacted 12 bytes]


mkdir -p /home/rurouni/rescue-ultra/overlay/{etc/{ssh,skel},root,opt/rescue-ultr[...redacted 16 bytes]


mkdir -p /home/rurouni/rescue-ultra/overlay/root/.ssh && chmod 700 /home/rurouni[...redacted 31 bytes]


find /home/rurouni/rescue-ultra -type f | sort | head -60


ssh-keygen -R 192.168.1.13 2>/dev/null; sshpass -p 'root' ssh -o StrictHostKeyCh[...redacted 114 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 100 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 303 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 361 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 320 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 140 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 269 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 76 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 122 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 215 bytes]


sshpass -p 'root' scp -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 211 bytes]


pip3 list 2>/dev/null | grep -i -E 'impacket|hive|crypto' ; which samdump2 bkhiv[...redacted 63 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 531 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 905 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 89 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 222 bytes]


python3 -m venv /tmp/hackenv && /tmp/hackenv/bin/pip install impacket 2>&1 | tai[...redacted 4 bytes]


/tmp/hackenv/bin/secretsdump.py -sam /tmp/sam.hive -system /tmp/system.hive LOCA[...redacted 6 bytes]


/tmp/hackenv/bin/python3 -c "
import hashlib
import struct

target = 'd08ce74d5e[...redacted 834 bytes]


/tmp/hackenv/bin/python3 -c "
from Cryptodome.Hash import MD4
import hashlib

ta[...redacted 764 bytes]


# Try a larger wordlist - school/admin passwords
/tmp/hackenv/bin/python3 -c "
f[...redacted 1348 bytes]


# Try online hash lookup
curl -s -A "Mozilla/5.0" "https://ntlm.pw/api/lookup?ha[...redacted 325 bytes]


# Try SearXNG for hash lookup
curl -s "http://localhost:8080/search?q=d08ce74d5e[...redacted 176 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 213 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 298 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 99 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 468 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 813 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 420 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 164 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 125 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 297 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 128 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 895 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 586 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 851 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 536 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 751 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 1019 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 582 bytes]


sshpass -p 'root' ssh -o StrictHostKeyChecking=no -o UserKnownHostsFile=/dev/nul[...redacted 458 bytes]


sudo apt-get update 2>&1 | tail -3 && sudo apt-get install -y live-build deboots[...redacted 50 bytes]


cd /home/rurouni/rescue-ultra && mkdir -p build/live-build && cd build/live-buil[...redacted 521 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && cp ../../manifests/package-lis[...redacted 193 bytes]


ls /home/rurouni/rescue-ultra/build/live-build/config/ | head -20


cd /home/rurouni/rescue-ultra/build/live-build && cp ../../manifests/package-lis[...redacted 299 bytes]


find /home/rurouni/rescue-ultra/build/live-build/config -type d -name "includes*[...redacted 12 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && cp ../../manifests/package-lis[...redacted 353 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && lb build 2>&1 | tee /home/ruro[...redacted 32 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && sudo lb build 2>&1 | tee /home[...redacted 37 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && sudo lb clean --purge 2>&1 | t[...redacted 6 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && sudo lb clean --purge 2>&1 | t[...redacted 787 bytes]


ssh -n raymond@192.168.1.111 'bash -c "apt-cache search hivex"' 2>/dev/null || a[...redacted 59 bytes]


apt-cache policy hivex-utils 2>/dev/null; apt-cache search libewf 2>/dev/null | [...redacted 7 bytes]


grep -r "hivex\|ewf" /home/rurouni/rescue-ultra/build/live-build/config/package-[...redacted 18 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && sudo lb clean --purge 2>&1 | t[...redacted 194 bytes]


grep -r "hivex\|ewf" /home/rurouni/rescue-ultra/build/live-build/config/package-[...redacted 6 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && rm -f config/package-lists/*.l[...redacted 263 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && sudo rm -rf config auto cache [...redacted 766 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && sudo rm -rf cache config .buil[...redacted 715 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && sudo lb clean 2>&1 | tail -1 &[...redacted 88 bytes]


cd /home/rurouni/rescue-ultra/build/live-build && sudo lb clean 2>&1 | tail -1 &[...redacted 748 bytes]


cp /home/rurouni/rescue-ultra/build/live-build/live-image-amd64.hybrid.iso /home[...redacted 324 bytes]


grep -i "error\|fail\|warn" /home/rurouni/rescue-ultra/build/build.log | grep -v[...redacted 54 bytes]


sudo mount -o loop /home/rurouni/rescue-ultra/build/output/rescue-ultra-0.1.0-20[...redacted 365 bytes]


lsblk -o NAME,SIZE,FSTYPE,LABEL /dev/sdf


pgrep -a dd 2>/dev/null; ls -la /dev/sdf; sudo blkid /dev/sdf


sleep 30 && sudo blkid /dev/sdf && lsblk -o NAME,SIZE,FSTYPE,LABEL /dev/sdf


echo "=== USB Status ===" && lsblk -o NAME,SIZE,FSTYPE,LABEL,MODEL /dev/sdf && e[...redacted 227 bytes]


sudo dd if=/dev/sdf bs=512 count=1 2>/dev/null | od -A x -t x1 -v | tail -1


sudo dd if=/dev/sdf bs=1 count=2 skip=510 2>/dev/null | xxd && echo "---" && ech[...redacted 136 bytes]


echo "Done. USB is ready."
echo "Device: /dev/sdf (15.2GB Flash Disk)"
echo "Con[...redacted 305 bytes]


ssh -o ConnectTimeout=5 -o StrictHostKeyChecking=no raymond@192.168.1.111 'echo [...redacted 24 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
echo "=== DISK ==="
df -h --total
echo [...redacted 2058 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
echo "=== FILESYSTEM ==="
lsblk -o NAME[...redacted 1025 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
echo "=== HOME CONFIG SIZE ==="
du -sh [...redacted 1217 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
echo "=== .local/share breakdown ==="
d[...redacted 1924 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
echo "=== Hermes Desktop ==="
ls -la ~/[...redacted 1385 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'echo "=== Broken symlinks ===" && find /[...redacted 701 bytes]


curl -sL "https://wiki.archlinux.org/title/Improving_performance" 2>/dev/null | [...redacted 116 bytes]


curl -sL "https://raw.githubusercontent.com/CachyOS/CachyOS/main/README.md" 2>/d[...redacted 18 bytes]


curl -sL "https://cachyos.org/docs/" 2>/dev/null | sed 's/<[^>]*>//g' | sed '/^$[...redacted 14 bytes]


curl -sL "https://cachyos.org/docs/" 2>/dev/null | grep -oP '(?<=href=")[^"]*' |[...redacted 52 bytes]


curl -sL "https://wiki.archlinux.org/title/Improving_performance/Boot_process" 2[...redacted 56 bytes]


curl -sL "https://cachyos.org/docs/optimizations/cachyos-settings/" 2>/dev/null [...redacted 45 bytes]


curl -sL "https://wiki.cachyos.org/" 2>/dev/null | grep -oP '(?<=href=")[^"]*' |[...redacted 63 bytes]


curl -sL "https://browser.geekbench.com/v6/cpu/13035211" 2>/dev/null | sed 's/<[[...redacted 34 bytes]


# Check CachyOS specific tools and settings already installed
ssh raymond@192.16[...redacted 1813 bytes]


curl -sL "https://wiki.cachyos.org/cachyos_basic/navigation-guide/" 2>/dev/null [...redacted 57 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'echo "=== cachyos-settings config ===" &[...redacted 390 bytes]


curl -sL "https://wiki.cachyos.org/features/cachyos_settings/" 2>/dev/null | sed[...redacted 40 bytes]


curl -sL "https://wiki.cachyos.org/features/kernel/" 2>/dev/null | sed 's/<[^>]*[...redacted 30 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'ls /etc/sysctl.d/ 2>/dev/null && echo "-[...redacted 183 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'echo "=== 99-swappiness.conf ===" && cat[...redacted 239 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'echo "=== ZRAM generator conf ===" && ca[...redacted 381 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
# === PACMAN CACHE CLEANUP ===
echo "==[...redacted 359 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
# === YAY AUR CACHE CLEANUP ===
echo "=[...redacted 215 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
# === NPM CACHE ===
echo "=== NPM cache[...redacted 779 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
# === NPM CACHE ===
echo "NPM cache:"
d[...redacted 1342 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
# === SSH HARDENING ===
echo "=== SSH P[...redacted 1129 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
echo "=== Empty dirs in home (cleanup) [...redacted 1222 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
echo "=== 'home' subdirectory ==="
ls -[...redacted 1139 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
# === 1. FAIL2BAN ===
echo "=== Install[...redacted 713 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
# === 2. DOTFILES BARE REPO ===
echo "=[...redacted 713 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
# === 3. SYSTEMD-OOMD ===
echo "=== Ena[...redacted 1359 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'sudo systemctl enable systemd-oomd --now[...redacted 50 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'du -sh ~/.gradle/caches/ 2>/dev/null && [...redacted 179 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'du -sh ~/.gradle/caches/*/ 2>/dev/null |[...redacted 24 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'echo "Removing old Gradle version caches[...redacted 219 bytes]


ssh raymond@192.168.1.111 'bash -c '"'"'
echo "=== FINAL VERIFICATION ==="
echo [...redacted 694 bytes]


ssh raymond@192.168.1.111 'sudo shutdown -h now'


grep -i 'basic_auth\|DASHBOARD_BASIC_AUTH' ~/.hermes/.env 2>/dev/null || echo "N[...redacted 36 bytes]


curl -s http://127.0.0.1:9119/api/status 2>/dev/null | python3 -c "import sys,js[...redacted 182 bytes]


python3 -c "
import os
env_file = os.path.expanduser('~/.hermes/.env')
with open[...redacted 325 bytes]


python3 -c "
import os
env_file = os.path.expanduser('~/.hermes/.env')
tmp = os.[...redacted 483 bytes]


ls -lh /var/lib/llama-swap/models/ 2>/dev/null || ls -lh /models/ 2>/dev/null ||[...redacted 97 bytes]


cat /etc/llama-swap/config.yaml 2>/dev/null || cat ~/.llama-swap/config.yaml 2>/[...redacted 53 bytes]


find /var/lib/llama-swap/models/llm -name "*.gguf" -type f -o -name "*.gguf" -ty[...redacted 23 bytes]


find /var/lib/llama-swap/models/downloads -name "*.gguf" -type f 2>/dev/null | s[...redacted 3 bytes]


ls -la /var/lib/llama-swap/models/llm/ 2>/dev/null; echo "---"; ls -la /models/l[...redacted 56 bytes]


cat /models/llm/MODEL_INVENTORY.txt 2>/dev/null; echo "==="; cat /var/lib/llama-[...redacted 49 bytes]


find /models/llm -type f -name "*.gguf" 2>/dev/null | sort; echo "---"; find /va[...redacted 144 bytes]


ls -lh /models/llm/archive/ 2>/dev/null; echo "---"; ls -lh /models/llm/daily/ 2[...redacted 165 bytes]


find /models -maxdepth 4 -name "*.gguf" -type f 2>/dev/null | sort; echo "==="; [...redacted 78 bytes]


ls -la /models/llm/daily/ /models/llm/coder/ /models/llm/memory/ /models/llm/rou[...redacted 30 bytes]


curl -s "https://huggingface.co/api/models/unsloth/gemma-4-26B-A4B-it-qat-GGUF" [...redacted 319 bytes]


curl -s 'https://huggingface.co/api/models/unsloth/gemma-4-26B-A4B-it-qat-GGUF' [...redacted 205 bytes]


curl -sI 'https://huggingface.co/unsloth/gemma-4-26B-A4B-it-qat-GGUF/resolve/mai[...redacted 71 bytes]


curl -sI 'https://huggingface.co/unsloth/gemma-4-26B-A4B-it-qat-GGUF/resolve/mai[...redacted 69 bytes]


curl -s 'https://huggingface.co/unsloth/gemma-4-26B-A4B-it-qat-GGUF/resolve/main[...redacted 50 bytes]


curl -s 'https://huggingface.co/api/models/unsloth/gemma-4-26B-A4B-it-qat-GGUF/t[...redacted 9 bytes]


curl -s 'https://huggingface.co/api/models/unsloth/gemma-4-26B-A4B-it-qat-GGUF/t[...redacted 13 bytes]


curl -s 'https://huggingface.co/api/models/unsloth/gemma-4-12B-it-qat-GGUF/tree/[...redacted 5 bytes]


curl -s 'https://huggingface.co/api/models?search=gemma-4-qat-gguf&sort=download[...redacted 24 bytes]


curl -s 'https://huggingface.co/api/models/lmstudio-community/gemma-4-12B-it-QAT[...redacted 16 bytes]


curl -s 'https://huggingface.co/api/models/lmstudio-community/gemma-4-26B-A4B-it[...redacted 20 bytes]


curl -s 'https://huggingface.co/api/models/google/gemma-4-12B-it-qat-q4_0-gguf/t[...redacted 9 bytes]


curl -s 'https://huggingface.co/api/models/google/gemma-4-26B-A4B-it-qat-q4_0-gg[...redacted 13 bytes]


curl -s 'https://huggingface.co/unsloth/gemma-4-12B-it-qat-GGUF/raw/main/README.[...redacted 27 bytes]


curl -s 'https://huggingface.co/unsloth/gemma-4-12B-it-qat-GGUF/raw/main/README.[...redacted 74 bytes]


ls -lh /models/downloads/gemma-4-26B-* /models/downloads/gemma-4-12b-it* 2>/dev/[...redacted 4 bytes]


ls -lh /models/downloads/gemma-4-26b* /models/downloads/gemma-4-12b* 2>/dev/null


which huggingface-cli 2>/dev/null && echo "YES" || echo "NO"


cd /models/downloads && huggingface-cli download unsloth/gemma-4-12B-it-qat-GGUF[...redacted 111 bytes]


cd /models/downloads && huggingface-cli download unsloth/gemma-4-26B-A4B-it-qat-[...redacted 119 bytes]


cd /models/downloads && huggingface-cli download unsloth/gemma-4-12B-it-qat-GGUF[...redacted 100 bytes]


cd /models/downloads && huggingface-cli download unsloth/gemma-4-26B-A4B-it-qat-[...redacted 108 bytes]


cd /models/downloads && huggingface-cli download unsloth/gemma-4-12B-it-qat-GGUF[...redacted 74 bytes]


cd /models/downloads && huggingface-cli download unsloth/gemma-4-26B-A4B-it-qat-[...redacted 82 bytes]


hf download unsloth/gemma-4-12B-it-qat-GGUF --include "mtp-gemma-4-12B-it.gguf" [...redacted 32 bytes]


hf download unsloth/gemma-4-26B-A4B-it-qat-GGUF --include "mtp-gemma-4-26B-A4B-i[...redacted 40 bytes]


hf download unsloth/gemma-4-12B-it-qat-GGUF mtp-gemma-4-12B-it.gguf --local-dir [...redacted 23 bytes]


hf download unsloth/gemma-4-26B-A4B-it-qat-GGUF mtp-gemma-4-26B-A4B-it.gguf --lo[...redacted 31 bytes]


hf download unsloth/gemma-4-12B-it-qat-GGUF gemma-4-12B-it-qat-UD-Q4_K_XL.gguf -[...redacted 34 bytes]


hf download unsloth/gemma-4-26B-A4B-it-qat-GGUF gemma-4-26B-A4B-it-qat-UD-Q4_K_X[...redacted 42 bytes]


ls -lh /models/downloads/mtp-gemma-4-*.gguf && echo "---" && ls -lh /models/down[...redacted 81 bytes]


ls -la /models/downloads/gemma-4-12B-it-qat-UD-Q4_K_XL.gguf /models/downloads/ge[...redacted 71 bytes]


ls -lh /models/downloads/gemma-4-12B-it-qat-UD-Q4_K_XL.gguf /models/downloads/ge[...redacted 204 bytes]


rm -v /models/downloads/gemma-4-12b-it-Q4_K_M.gguf /models/downloads/gemma-4-26b[...redacted 19 bytes]


which llama-bench 2>/dev/null || find / -name "llama-bench" -type f 2>/dev/null [...redacted 9 bytes]


which llama-bench 2>/dev/null; ls /usr/local/bin/llama-bench 2>/dev/null; ls /us[...redacted 41 bytes]


sudo systemctl restart llama-swap && sleep 3 && systemctl is-active llama-swap


# Force load 12B QAT via llama-swap
curl -s -X POST http://127.0.0.1:9292/v1/cha[...redacted 245 bytes]


journalctl -u llama-swap --no-pager -n 50 2>/dev/null | tail -30


# Try loading 12B QAT directly without MTP drafter first
timeout 30 /usr/local/b[...redacted 219 bytes]


# Test with MTP drafter to confirm the crash
timeout 20 /usr/local/bin/llama-ser[...redacted 314 bytes]


# Test with correct MTP flag
timeout 30 /usr/local/bin/llama-server-sm75 \
  -m [...redacted 320 bytes]


/usr/local/bin/llama-server-sm75 \
  -m /models/downloads/gemma-4-12B-it-qat-UD-[...redacted 568 bytes]


# Wait for model load
sleep 15 && curl -s http://127.0.0.1:15557/v1/models | pyt[...redacted 90 bytes]


fuser -k 15557/tcp 2>/dev/null; sleep 1; echo "clear"


/usr/local/bin/llama-server-sm75 \
  -m /models/downloads/gemma-4-12B-it-qat-UD-[...redacted 572 bytes]


# Wait for model to load and poll for readiness
sleep 30 && tail -20 /tmp/gemma1[...redacted 10 bytes]


fuser -k 15557/tcp 2>/dev/null; sleep 1; echo "port freed"


/usr/local/bin/llama-server-sm75 -m /models/downloads/gemma-4-12B-it-qat-UD-Q4_K[...redacted 400 bytes]


# Wait and check if server is up
sleep 25 && grep -c "model loaded" /tmp/gemma12[...redacted 140 bytes]


# Benchmark: send a prompt and time it
BENCH_PROMPT='Write a detailed explanatio[...redacted 1380 bytes]


nvidia-smi --query-gpu=memory.used --format=csv,noheader,nounits 2>/dev/null


fuser -k 15557/tcp 2>/dev/null; sleep 2; echo "killed"


/usr/local/bin/llama-server-sm75 -m /models/downloads/gemma-4-26B-A4B-it-qat-UD-[...redacted 438 bytes]


# Give it time to load (14 GB model)
sleep 45 && tail -10 /tmp/gemma26b_qat.log


grep -E "(projected|memory breakdown|free device|MiB)" /tmp/gemma26b_qat.log | h[...redacted 7 bytes]


# Benchmark 26B QAT MoE
BENCH_PROMPT='Write a detailed explanation of what neura[...redacted 1181 bytes]


fuser -k 15558/tcp 2>/dev/null; sleep 1; sudo systemctl restart llama-swap && sl[...redacted 39 bytes]


# Test 12B QAT through llama-swap
curl -s http://127.0.0.1:9292/v1/chat/completi[...redacted 278 bytes]


sleep 3 && curl -s http://127.0.0.1:9292/v1/models | python3 -c "import json,sys[...redacted 64 bytes]


# Test 12B QAT through llama-swap (first load takes time)
curl -s --max-time 120[...redacted 431 bytes]


journalctl -u llama-swap --no-pager -n 30 2>/dev/null | tail -20


grep -n "model-draft" /home/rurouni/.config/llama-swap/config.yaml


# Run what llama-swap would run - check if the same flags crash
timeout 30 sh -c[...redacted 478 bytes]


sudo systemctl stop llama-swap && pkill -f "llama-server" 2>/dev/null; sleep 2; [...redacted 15 bytes]


sudo systemctl start llama-swap && sleep 3 && systemctl is-active llama-swap


# Try 12B QAT again
curl -s --max-time 180 http://127.0.0.1:9292/v1/chat/complet[...redacted 178 bytes]


journalctl -u llama-swap --no-pager -n 20 2>/dev/null | tail -10


/usr/local/bin/llama-server-sm75 -m /models/downloads/gemma-4-12B-it-qat-UD-Q4_K[...redacted 405 bytes]


sleep 60 && curl -s http://127.0.0.1:15559/v1/models | python3 -c "import json,s[...redacted 111 bytes]


# Kill test server
fuser -k 15559/tcp 2>/dev/null
sleep 1
# Restart llama-swap f[...redacted 318 bytes]


# Test with minimalist flags through llama-swap - skip port 9292 for a second
# [...redacted 138 bytes]


sudo systemctl restart llama-swap && sleep 3 && systemctl is-active llama-swap


# Try 12B first
curl -s --max-time 180 http://127.0.0.1:9292/v1/chat/completions[...redacted 174 bytes]


# Check if there's a port conflict
ss -tlnp | grep -E "9292|1555" 2>/dev/null
ec[...redacted 117 bytes]


# Test if any model works through llama-swap (try qwen35 which was already confi[...redacted 249 bytes]


ls -lh /models/downloads/Qwen3.5-9B-MTP-Q4_K_M.gguf 2>/dev/null
echo "---"
# Che[...redacted 226 bytes]


sudo systemctl stop llama-swap 2>/dev/null
pkill -9 -f "llama-server" 2>/dev/nul[...redacted 167 bytes]


sudo systemctl restart llama-swap && sleep 3 && systemctl is-active llama-swap &[...redacted 11 bytes]


# Try qwen35 (was working before) to verify llama-swap itself works
curl -s --ma[...redacted 214 bytes]


# Test qwen35 directly
timeout 30 /usr/local/bin/llama-server-sm75 \
  -m /model[...redacted 162 bytes]


# Fresh log check
journalctl -u llama-swap --no-pager -n 20 2>/dev/null | tail -[...redacted 2 bytes]


python3 -c "
import yaml
with open('/home/rurouni/.config/llama-swap/config.yaml[...redacted 154 bytes]


# Check all model files exist
for f in Qwen3.6-35B-A3B-MTP-Q4_K_M.gguf Qwopus3.5[...redacted 223 bytes]


# Check CUDA state
nvidia-smi 2>&1 | tail -5
echo "==="
# Check for zombie proce[...redacted 197 bytes]


# Check systemd limits for llama-swap
systemctl show llama-swap -p LimitMEMLOCK [...redacted 324 bytes]


/usr/local/bin/llama-swap --version 2>/dev/null || strings /usr/local/bin/llama-[...redacted 343 bytes]


# Nuclear option: clean restart
sudo systemctl stop llama-swap
sleep 2
pkill -9 [...redacted 240 bytes]


# Try the bonsai model (smallest, should load fastest) through llama-swap
curl -[...redacted 211 bytes]


curl -s --max-time 120 http://127.0.0.1:9292/v1/chat/completions \
  -H "Content[...redacted 141 bytes]


# Check GPU state - see if bonsai loaded anything
nvidia-smi --query-gpu=memory.[...redacted 148 bytes]


chmod +x /home/rurouni/.config/llama-swap/llama-wrapper.sh

# Test the wrapper d[...redacted 265 bytes]


sed -i 's|/usr/local/bin/llama-server-sm75|/home/rurouni/.config/llama-swap/llam[...redacted 136 bytes]


# Validate YAML parses correctly
python3 -c "
import yaml
with open('/home/rurou[...redacted 316 bytes]


sudo systemctl restart llama-swap && sleep 3 && systemctl is-active llama-swap


# Test qwen35 first (was previously working)
curl -s --max-time 180 http://127.0[...redacted 191 bytes]


# Check the journal for the exact error
journalctl -u llama-swap --no-pager -n 1[...redacted 13 bytes]


ls -la /home/rurouni/.config/llama-swap/config.yaml
echo "==="
# Check if the fi[...redacted 494 bytes]


PORT=5801 /home/rurouni/.config/llama-swap/llama-wrapper.sh -m /models/downloads[...redacted 539 bytes]


sleep 20 && tail -5 /tmp/qwen35_test.log && echo "---" && curl -s --max-time 5 h[...redacted 49 bytes]


nvidia-smi -pm 0 && sleep 1 && nvidia-smi -pm 1 && sleep 2 && nvidia-smi --query[...redacted 46 bytes]


# Check what's using GPU memory
sudo nvidia-smi --query-gpu=memory.used,memory.f[...redacted 189 bytes]


# Find the process(es) holding GPU memory
sudo fuser -v /dev/nvidia* 2>/dev/null[...redacted 98 bytes]


sudo kill -9 10689 2>/dev/null; sleep 2; nvidia-smi --query-gpu=memory.free --fo[...redacted 25 bytes]


# Test qwen35 first (was the one that broke)
curl -s --max-time 180 http://127.0[...redacted 191 bytes]


journalctl -u llama-swap --no-pager -n 10 2>/dev/null


# Compare binary builds
echo "=== llama-server-sm75 ==="
strings /usr/local/bin/[...redacted 288 bytes]


/usr/local/bin/llama-server-sm75 --version 2>&1 | head -3
echo "==="
/usr/local/[...redacted 47 bytes]


setsid -w /usr/local/bin/llama-server-sm75 -m /models/downloads/Qwen3.5-9B-MTP-Q[...redacted 525 bytes]


sleep 25 && tail -3 /tmp/qwen35_setsid.log && curl -s --max-time 5 http://127.0.[...redacted 37 bytes]


# Check what setsid does with vs without -w
setsid --help 2>&1 | head -5


setsid /usr/local/bin/llama-server-sm75 -m /models/downloads/Qwen3.5-9B-MTP-Q4_K[...redacted 523 bytes]


sleep 25 && curl -s --max-time 5 http://127.0.0.1:15801/v1/models 2>&1 | head -c[...redacted 3 bytes]


nvidia-smi --query-gpu=memory.used --format=csv,noheader,nounits
echo "==="
# Al[...redacted 114 bytes]


sudo lsof /dev/nvidia0 2>/dev/null | grep -v "nvidia-pe"


# Find any zombie CUDA processes
nvidia-smi 2>&1 | tail -10
echo "==="
ps aux | [...redacted 25 bytes]


sudo systemctl stop llama-swap 2>/dev/null
sudo rmmod nvidia_uvm 2>/dev/null && [...redacted 194 bytes]


# Test wrapper with setsid -w
/usr/local/bin/llama-server-sm75 --version 2>&1 | [...redacted 303 bytes]


sudo systemctl start llama-swap && sleep 3 && systemctl is-active llama-swap


# Test qwen35 - should work now with setsid wrapper
curl -s --max-time 180 http:[...redacted 198 bytes]


grep "wrapper\|sm75" /home/rurouni/.config/llama-swap/config.yaml | head -10
ech[...redacted 746 bytes]


PORT=5802 /home/rurouni/.config/llama-swap/llama-wrapper.sh -m /models/downloads[...redacted 544 bytes]


sleep 25 && curl -s --max-time 5 http://127.0.0.1:5802/v1/models 2>&1 | head -c [...redacted 47 bytes]


rm -f /tmp/llama_wrapper_debug.log
sudo systemctl restart llama-swap && sleep 3
[...redacted 325 bytes]


journalctl -u llama-swap --no-pager -n 10 2>/dev/null
echo "==="
# Check if the [...redacted 163 bytes]


sudo systemctl stop llama-swap 2>/dev/null
# Kill any orphaned CUDA processes
su[...redacted 297 bytes]


# Test qwen35 FIRST before any VRAM leaks
curl -s --max-time 120 http://127.0.0.[...redacted 188 bytes]


# Check if background=true uses PTY
journalctl -u llama-swap --no-pager -n 5 2>/[...redacted 8 bytes]


script -q -c "/usr/local/bin/llama-server-sm75 -m /models/downloads/Qwen3.5-9B-M[...redacted 539 bytes]


sleep 20 && curl -s --max-time 5 http://127.0.0.1:5805/v1/models 2>&1 | head -c [...redacted 44 bytes]


fuser -k 5805/tcp 2>/dev/null
sleep 1
rm -f /tmp/llama_wrapper_debug.log
sudo sy[...redacted 278 bytes]


journalctl -u llama-swap --no-pager -n 5 2>/dev/null


# Fresh VRAM check - should be 11 GB free
nvidia-smi --query-gpu=memory.free --f[...redacted 164 bytes]


/usr/local/bin/llama-swap --help 2>&1 | head -30


# Check other builds available
ls -la /usr/local/bin/llama-server*
echo "==="
# [...redacted 101 bytes]


# Check what build versions are available
echo "=== llama-server.bak ==="
/usr/l[...redacted 153 bytes]


sudo systemctl restart llama-swap && sleep 3
curl -s --max-time 120 http://127.0[...redacted 191 bytes]


ls ~/.hermes/skills/.archive/ 2>/dev/null || echo "No archive dir yet"


ls ~/.hermes/skills/devops/system-audit-cleanup/templates/ ~/.hermes/skills/devo[...redacted 47 bytes]


diff ~/.hermes/skills/devops/server-admin/references/docker-resource-limits.md ~[...redacted 85 bytes]


wc -l ~/.hermes/skills/devops/server-admin/references/docker-resource-limits.md [...redacted 81 bytes]


sudo tee /etc/systemd/system/gemma-12b-qat.service > /dev/null << 'SERVICEEOF'
[[...redacted 732 bytes]


sudo tee /etc/systemd/system/gemma-26b-qat.service > /dev/null << 'SERVICEEOF'
[[...redacted 809 bytes]


sudo systemctl start gemma-12b-qat
sleep 30
systemctl is-active gemma-12b-qat


mkdir -p ~/.hermes/skills/devops/system-administration/{references,templates}

#[...redacted 659 bytes]


# Rename the server-admin version (it was overwritten by system-audit-cleanup's [...redacted 339 bytes]


ls ~/.hermes/skills/.archive/ 2>/dev/null
find ~/.hermes/skills -name "server-ad[...redacted 95 bytes]


find ~/.hermes -maxdepth 4 -name "server-admin" -o -name "system-audit-cleanup" [...redacted 74 bytes]


# Move reference files from image-generation-setup into local-ai-web-apps
cp ~/.[...redacted 449 bytes]


mkdir -p ~/.hermes/skills/devops/rescue-media/{references,templates}

# bootable[...redacted 353 bytes]


mkdir -p ~/.hermes/skills/autonomous-ai-agents/autonomous-coding-agents/{referen[...redacted 517 bytes]


# Stop and remove systemd services I created
sudo systemctl stop gemma-12b-qat g[...redacted 243 bytes]


# Revert wrapper refs back to binary directly
sed -i 's|/home/rurouni/.config/ll[...redacted 549 bytes]


grep "^    cmd:" /home/rurouni/.config/llama-swap/config.yaml | head -10


# Clean GPU state
sudo systemctl stop llama-swap 2>/dev/null
sudo rmmod nvidia_u[...redacted 144 bytes]


sudo systemctl start llama-swap && sleep 3 && systemctl is-active llama-swap


# Test qwen35 FIRST before any other model
curl -s --max-time 120 http://127.0.0[...redacted 189 bytes]


/usr/local/bin/llama-server-sm75 -m /models/downloads/Qwen3.5-9B-MTP-Q4_K_M.gguf[...redacted 111 bytes]


# Create a minimal test config without any gemma models
cat > /tmp/test_llama.ya[...redacted 289 bytes]


llama-swap --config /tmp/test_llama.yaml --listen :9293 2>/tmp/llama_swap_test.l[...redacted 2 bytes]


sleep 3 && curl -s --max-time 60 http://127.0.0.1:9293/v1/chat/completions \
  -[...redacted 148 bytes]


ls -la /models/downloads/Qwen3.6-35B-A3B-MTP-Q4_K_M.gguf 2>&1 | awk '{print $5, [...redacted 4 bytes]


ls -la /models/downloads/Qwopus3.5-9B-Coder-MTP-Q6_K.gguf 2>&1 | awk '{print $5,[...redacted 5 bytes]


ls -la /models/downloads/Qwen3.5-9B-MTP-Q4_K_M.gguf 2>&1 | awk '{print $5, $9}'


ls -la /models/downloads/gemma-4-12B-it-qat-UD-Q4_K_XL.gguf 2>&1 | awk '{print $[...redacted 7 bytes]


ls -la /models/downloads/gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.gguf 2>&1 | awk '{pri[...redacted 11 bytes]


ls -la /models/downloads/Bonsai-8B-Q1_0.gguf 2>&1 | awk '{print $5, $9}'


# Test: start the real config but only test qwen35 first (skip gemma models)
# C[...redacted 468 bytes]


# Kill the test llama-swap
fuser -k 9293/tcp 2>/dev/null
sleep 1
# Start with qw[...redacted 96 bytes]


sleep 3 && curl -s --max-time 60 http://127.0.0.1:9294/v1/chat/completions \
  -[...redacted 289 bytes]


llama-swap --config /tmp/s1.yaml --listen :9293 2>/dev/null


sleep 3 && curl -s --max-time 60 http://127.0.0.1:9293/v1/chat/completions \
  -[...redacted 264 bytes]


# Check what was written
cat /tmp/s1.yaml
echo "==="
# Something is wrong with t[...redacted 428 bytes]


fuser -k 9293/tcp 2>/dev/null
sleep 1

# Write config properly via python
python[...redacted 366 bytes]


sleep 3 && curl -s --max-time 60 http://127.0.0.1:9293/v1/chat/completions \
  -[...redacted 162 bytes]


# Check which files actually exist
ls -la /tmp/test_llama.yaml /tmp/s1.yaml /tmp[...redacted 72 bytes]


fuser -k 9293/tcp 2>/dev/null; sleep 1; echo "cleared"


llama-swap --config /tmp/test_llama.yaml --listen :9293 2>/dev/null


sleep 3 && curl -s --max-time 60 http://127.0.0.1:9293/v1/models 2>&1 | head -c [...redacted 3 bytes]


# Kill ALL test processes
pkill -f "llama-swap" 2>/dev/null
sleep 2
# Clean GPU [...redacted 195 bytes]


sudo systemctl restart llama-swap && sleep 3 && systemctl is-active llama-swap &[...redacted 15 bytes]


# STEP 1: Test bonsai (control - uses prism binary, guaranteed working)
curl -s [...redacted 484 bytes]


# Raw response test
curl -s --max-time 120 http://127.0.0.1:9292/v1/chat/complet[...redacted 157 bytes]


# Check config file integrity
wc -l /home/rurouni/.config/llama-swap/config.yaml[...redacted 434 bytes]


# Test prism binary directly (as llama-swap would)
timeout 15 /usr/local/bin/lla[...redacted 171 bytes]


# Check the broken symbol
strings /usr/local/bin/llama-server-prism | grep "SSLS[...redacted 405 bytes]


# Check if sm75 has library issues too
ldd /usr/local/bin/llama-server-sm75 2>&1[...redacted 214 bytes]


# Check RPATH
readelf -d /usr/local/bin/llama-server-sm75 2>/dev/null | grep -E [...redacted 234 bytes]


# Kill EVERYTHING
sudo systemctl stop llama-swap 2>/dev/null
ps aux | grep -E "l[...redacted 38 bytes]


kill -9 13970 2>/dev/null
sleep 2
nvidia-smi --query-gpu=memory.free --format=cs[...redacted 18 bytes]


sudo systemctl restart llama-swap && sleep 3 && systemctl is-active llama-swap


# TEST 1: bonsai (control - uses prism wrapper now)
curl -s --max-time 60 http:/[...redacted 188 bytes]


# TEST 2: qwen35 (previously working sm75 model)
curl -s --max-time 180 http://1[...redacted 207 bytes]


# Check the systemd service environment
cat /etc/systemd/system/llama-swap.servi[...redacted 272 bytes]


# Remove the global LD_LIBRARY_PATH - prism-wrapper handles it per-model
sudo se[...redacted 220 bytes]


# TEST: qwen35 (should work now without wrong LD_LIBRARY)
curl -s --max-time 180[...redacted 216 bytes]


journalctl -u llama-swap --no-pager -n 15 2>/dev/null | tail -10


# Simulate llama-swap: clean env, no PTY, pipe stdout
timeout 20 sudo -u rurouni[...redacted 289 bytes]


# Check what env vars the llama-swap service sees
sudo cat /proc/$(pgrep -x llam[...redacted 49 bytes]


grep -i "environment\|library" /etc/systemd/system/llama-swap.service
echo "==="[...redacted 552 bytes]


# Check for systemd drop-in overrides
ls -la /etc/systemd/system/llama-swap.serv[...redacted 455 bytes]


sudo rm /etc/systemd/system/llama-swap.service.d/env.conf
sudo systemctl daemon-[...redacted 227 bytes]


# TEST qwen35 - should work NOW
curl -s --max-time 180 http://127.0.0.1:9292/v1/[...redacted 190 bytes]


# TEST gemma-12b QAT (first Gemma 4 QAT model through llama-swap)
curl -s --max-[...redacted 220 bytes]


# TEST gemma-26b QAT MoE
curl -s --max-time 300 http://127.0.0.1:9292/v1/chat/co[...redacted 179 bytes]


# Check the current build and the local repo
cd /home/rurouni/src/llama.cpp-mtp-[...redacted 137 bytes]


# Check the build setup used
ls /home/rurouni/src/llama.cpp-mtp-turbo/build-cuda[...redacted 213 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo
# Check current repo state
git remote -[...redacted 247 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Add upstream and fetch
git remote ad[...redacted 336 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo && git fetch upstream master --depth=10[...redacted 16 bytes]


# While fetch runs, find the actual commit SHAs via GitHub API
# PR #23398 - Gem[...redacted 345 bytes]


# PR #24282 - E2B/E4B assistants
curl -s "https://api.github.com/repos/ggml-org/[...redacted 248 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Verify the commits exist in upstream[...redacted 396 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo
# Abort the cherry-pick
git cherry-pick[...redacted 277 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Try cherry-picking with the -X their[...redacted 183 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo
# Check which files have conflicts
git [...redacted 149 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo
# Accept upstream version for the delet[...redacted 255 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo
git cherry-pick -m 1 7d2b45b4f7b663cda7[...redacted 37 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo/build-cuda-sm75 && cmake --build . --ta[...redacted 44 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Check what the 16th argument is in t[...redacted 296 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Show full constructor declaration
se[...redacted 297 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Find all constructor calls with 15 a[...redacted 304 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Find all constructor calls
grep -rn [...redacted 247 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo/build-cuda-sm75
make -j$(nproc) llama-s[...redacted 46 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Check what cherry-picked changes ref[...redacted 405 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Check what the fork has for context [...redacted 380 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Find all uses of ctx_type
grep -rn "[...redacted 168 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Check the HEAD~2 (before cherry-pick[...redacted 414 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo
grep -A5 "context_type" include/llama.h[...redacted 11 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Check the actual head SHA of the PR [...redacted 444 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Apply the missing changes from the u[...redacted 132 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Check the upstream commit for the fu[...redacted 97 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Check the feature branch side for ll[...redacted 88 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo && git show upstream/master:include/lla[...redacted 58 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo

# Fix duplicate ctx_other (keep one)
s[...redacted 240 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo/build-cuda-sm75 && cmake --build . --ta[...redacted 44 bytes]


cd /home/rurouni/src/llama.cpp-mtp-turbo
# Reset the fork to original state (bef[...redacted 126 bytes]


cd /home/rurouni/src
# Shallow clone latest upstream
git clone --depth=1 https:/[...redacted 68 bytes]


cd /home/rurouni/src/llama.cpp-upstream
mkdir -p build-cuda && cd build-cuda
cma[...redacted 138 bytes]


cd /home/rurouni/src/llama.cpp-upstream/build-cuda
cmake .. -DCMAKE_BUILD_TYPE=R[...redacted 210 bytes]


cd /home/rurouni/src/llama.cpp-upstream && rm -rf build-cuda && mkdir build-cuda[...redacted 296 bytes]


# Check how the original sm75 build was configured
cat /home/rurouni/src/llama.c[...redacted 177 bytes]


cd /home/rurouni/src/llama.cpp-upstream && rm -rf build-cuda && mkdir build-cuda[...redacted 482 bytes]


cd /home/rurouni/src/llama.cpp-upstream/build-cuda && cmake --build . --target l[...redacted 37 bytes]


# Check version
/home/rurouni/src/llama.cpp-upstream/build-cuda/bin/llama-server[...redacted 209 bytes]


# Install upstream binary alongside the fork
sudo cp /home/rurouni/src/llama.cpp[...redacted 145 bytes]


sudo systemctl restart llama-swap && sleep 3 && systemctl is-active llama-swap


# Test gemma-12b QAT with MTP
curl -s --max-time 300 http://127.0.0.1:9292/v1/ch[...redacted 198 bytes]


# Test gemma-26b QAT MoE with MTP
curl -s --max-time 300 http://127.0.0.1:9292/v[...redacted 202 bytes]


curl -s 'https://unsloth.ai/docs/models/gemma-4' | python3 -c "
import sys, re
h[...redacted 373 bytes]


curl -s 'https://unsloth.ai/docs/models/gemma-4' | python3 -c "
import sys, re
h[...redacted 371 bytes]


curl -s 'https://unsloth.ai/docs/models/gemma-4' | python3 -c "
import sys, re
h[...redacted 348 bytes]


curl -s 'https://unsloth.ai/docs/models/gemma-4' | grep -oP 'llama-server[^<]*' [...redacted 10 bytes]


/usr/local/bin/llama-server-upstream -m /models/downloads/gemma-4-12B-it-qat-UD-[...redacted 566 bytes]


# Wait for model to load (256K context = more KV cache to allocate)
sleep 45 && [...redacted 119 bytes]


nvidia-smi --query-gpu=memory.used --format=csv,noheader,nounits
echo "=== serve[...redacted 12 bytes]


# Benchmark 12B QAT at 256K with MTP
BENCH_PROMPT='Write a detailed explanation [...redacted 1161 bytes]


# Kill 12B server
fuser -k 16001/tcp 2>/dev/null
sleep 3
nvidia-smi --query-gpu=[...redacted 41 bytes]


/usr/local/bin/llama-server-upstream -m /models/downloads/gemma-4-26B-A4B-it-qat[...redacted 608 bytes]


# Wait for 26B MoE to load at 256K (bigger model, bigger KV cache)
sleep 60 && t[...redacted 129 bytes]


# Benchmark 26B QAT MoE at 256K with MTP
BENCH_PROMPT='Write a detailed explanat[...redacted 1169 bytes]


fuser -k 16002/tcp 2>/dev/null
sudo systemctl restart llama-swap && sleep 3
syst[...redacted 26 bytes]


curl -s https://huggingface.co/api/models/nex-agi/Nex-N2-mini | python3 -c "
imp[...redacted 215 bytes]


curl -s "https://huggingface.co/api/models?search=nex-n2-mini-gguf&sort=download[...redacted 184 bytes]


for repo in sjakek/Nex-N2-mini-GGUF eramax/Nex-N2-mini-gguf s-batman/Nex-N2-mini[...redacted 420 bytes]


curl -s https://huggingface.co/nex-agi/Nex-N2-mini/raw/main/config.json 2>&1


curl -s https://huggingface.co/nex-agi/Nex-N2-mini/raw/main/README.md 2>&1


curl -s "https://huggingface.co/api/models/s-batman/Nex-N2-mini-GGUF" | python3 [...redacted 483 bytes]


for quant in Q4_K_M Q3_K_M Q2_K IQ3_XS IQ2_XS IQ2_XXS; do
  size=$(curl -sIL "ht[...redacted 311 bytes]


python3 -c "
import subprocess, re

quants = ['Q4_K_M', 'Q3_K_M', 'Q2_K', 'IQ3_X[...redacted 650 bytes]


curl -sIL "https://huggingface.co/s-batman/Nex-N2-mini-GGUF/resolve/main/Nex-N2-[...redacted 33 bytes]


python3 -c "
import subprocess, re

# Check the bartowski repo - it has more var[...redacted 1394 bytes]


python3 -c "
import subprocess

# Q2_K variety
repos_files = {
    'bartowski/ne[...redacted 1160 bytes]


# Check if our llama-server supports qwen3.5_moe
/usr/local/bin/llama-server-ups[...redacted 409 bytes]


# Check if there's a list of supported model types
grep -r "qwen3_5_moe" /usr/lo[...redacted 547 bytes]


# Check for the exact file in bartowski's repo first
curl -sIL "https://huggingf[...redacted 153 bytes]


curl -L -o /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf "https://huggingfac[...redacted 90 bytes]


hermes config set custom_providers "Local LLM (llama-swap)" model "nex-n2-mini" [...redacted 118 bytes]


python3 << 'PYEOF'
import yaml, copy

with open('/home/rurouni/.hermes/config.ya[...redacted 949 bytes]


ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf 2>/dev/null || echo "Fi[...redacted 17 bytes]


sleep 30 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf


sleep 60 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf


sleep 120 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf


sleep 90 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf


sleep 150 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf


ls -la /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf && md5sum /models/downl[...redacted 52 bytes]


# Reload llama-swap config (SIGHUP)
sudo systemctl kill -s SIGHUP llama-swap.ser[...redacted 216 bytes]


curl -s http://localhost:9292/v1/chat/completions \
  -H "Content-Type: applicat[...redacted 187 bytes]


curl -s http://localhost:9292/running | python3 -c "
import json, sys
data = jso[...redacted 464 bytes]


curl -s http://localhost:9292/v1/chat/completions \
  -H "Content-Type: applicat[...redacted 381 bytes]


cd /home/rurouni && python3 hermes_benchmark_nex_n2.py 2>&1


sleep 180 && cat /tmp/nex_n2_benchmark_results.json 2>/dev/null | python3 -c "im[...redacted 302 bytes]


sleep 300 && cat /tmp/nex_n2_benchmark_results.json 2>/dev/null | python3 -c "
i[...redacted 284 bytes]


python3 -c "
import json
with open('/tmp/nex_n2_benchmark_results.json') as f:
 [...redacted 275 bytes]


sleep 300 && python3 -c "
import json
with open('/tmp/nex_n2_benchmark_results.j[...redacted 291 bytes]


sleep 360 && python3 -c "
import json
with open('/tmp/nex_n2_benchmark_results.j[...redacted 306 bytes]


python3 -c "
import json
with open('/tmp/nex_n2_benchmark_results.json') as f:
 [...redacted 786 bytes]


/usr/local/bin/llama-server-upstream \
  -m /models/downloads/nex-agi_Nex-N2-min[...redacted 499 bytes]


# Wait for server to be ready
for i in $(seq 1 60); do
  if curl -s http://127.0[...redacted 2015 bytes]


# Check actual response
curl -s http://127.0.0.1:5805/v1/chat/completions \
  -H[...redacted 555 bytes]


curl -s http://127.0.0.1:5805/v1/chat/completions \
  -H "Content-Type: applicat[...redacted 112 bytes]


python3 << 'PYEOF'
import yaml

with open('/home/rurouni/.hermes/config.yaml', '[...redacted 639 bytes]


# Reload llama-swap
sudo systemctl kill -s SIGHUP llama-swap.service 2>&1
sleep [...redacted 173 bytes]


# Cold load with new config
curl -s http://localhost:9292/v1/chat/completions \
[...redacted 590 bytes]


curl -s http://localhost:9292/running | python3 -c "
import json, sys
data = jso[...redacted 576 bytes]


curl -s http://localhost:9292/running | python3 -c "
import json, sys, re
data =[...redacted 470 bytes]


# Already warm from cold load. Now do warm benchmarks.

# Bench 1: Prompt eval w[...redacted 1519 bytes]


# Warm benchmark comparison - run both models back to back for fair comparison
e[...redacted 594 bytes]


# Search for Nex-N2 MTP variants
curl -s "https://huggingface.co/api/models?sear[...redacted 867 bytes]


# Check if the GGUF has MTP head metadata
python3 << 'PYEOF'
import struct

def [...redacted 2725 bytes]


# Check GGUF metadata using mmap + seek, reading only the header (not the full f[...redacted 5045 bytes]


/usr/local/bin/llama-server-upstream \
  -m /models/downloads/nex-agi_Nex-N2-min[...redacted 604 bytes]


# Wait for server and check output
sleep 5
curl -s http://127.0.0.1:5806/health [...redacted 896 bytes]


# Check if sm75 build exists and supports `--spec-type mtp`
ls -la /usr/local/bi[...redacted 113 bytes]


/usr/local/bin/llama-server-sm75 \
  -m /models/downloads/nex-agi_Nex-N2-mini-Q4[...redacted 546 bytes]


sleep 8
# Check if server started
if curl -s http://127.0.0.1:5807/health > /dev[...redacted 789 bytes]


# Wait for model to fully load
sleep 15

# Now test
curl -s http://127.0.0.1:580[...redacted 514 bytes]


# Check GGUF metadata keys for MTP/nextn using gguf-py tools
python3 << 'PYEOF'
[...redacted 1879 bytes]


# Use gguf-dump from llama.cpp to read just the metadata
python3 -c "
from gguf [...redacted 457 bytes]


python3 -c "from gguf import GGUFReader; print('gguf available')" 2>&1 || pip3 i[...redacted 26 bytes]


python3 -c "
from gguf import GGUFReader
import json
r = GGUFReader('/models/dow[...redacted 680 bytes]


python3 << 'PYEOF'
from gguf import GGUFReader
import json
r = GGUFReader('/mode[...redacted 511 bytes]


python3 << 'PYEOF'
from gguf import GGUFReader
import json
r = GGUFReader('/mode[...redacted 515 bytes]


which llama-gguf 2>/dev/null && llama-gguf --help 2>&1 | head -5


python3 /tmp/gguf_meta.py /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.gguf 2>&1


# Quick check: does the GGUF contain MTP tensor names?
python3 << 'PYEOF'
import[...redacted 2488 bytes]


python3 -c "
from gguf import GGUFReader
r = GGUFReader('/models/downloads/nex-a[...redacted 632 bytes]


# Check if we can modify GGUF metadata
python3 -c "
from gguf import GGUFWriter,[...redacted 246 bytes]


# Check for any GGUF manipulation tools
find /usr/local/bin -name "*gguf*" -o -n[...redacted 306 bytes]


ls /home/rurouni/src/llama.cpp-mtp-turbo/build-cuda-sm75/bin/ 2>&1 | head -20


# Check the sm75 build source to see what key it expects
grep -r "nextn_predict_[...redacted 73 bytes]


grep -A5 "nextn_predict_layers" /home/rurouni/src/llama.cpp-mtp-turbo/src/models[...redacted 30 bytes]


ls /home/rurouni/src/llama.cpp-mtp-turbo/build-cuda-sm75/bin/ 2>&1
echo "---"
fi[...redacted 103 bytes]


find /home/rurouni/src/llama.cpp-mtp-turbo/build-cuda-sm75/examples/gguf -type f[...redacted 24 bytes]


df -h /models/downloads/ && echo "---" && ls -lh /models/downloads/nex-agi_Nex-N[...redacted 18 bytes]


python3 << 'PYEOF'
# Try using gguf library to read and rewrite with added key
f[...redacted 468 bytes]


python3 << 'PYEOF'
# Let's check if GGUFWriter supports reading from a source fi[...redacted 1345 bytes]


# Quick check: does the build tree have a Makefile target for llama-gguf?
grep -[...redacted 95 bytes]


timeout 30 python3 /tmp/debug_gguf.py 2>&1 | head -60


python3 -c "
from gguf import GGUFValueType
print('Available value types:')
for [...redacted 177 bytes]


ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M-mtp.gguf 2>/dev/null || echo[...redacted 18 bytes]


ls -la /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M-mtp.gguf 2>/dev/null || echo[...redacted 10 bytes]


python3 -u /tmp/patch_gguf_mtp3.py 2>&1 | head -10


python3 -u /tmp/patch_gguf_mtp_final.py 2>&1


sleep 10 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M-mtp.gguf 2>/dev/[...redacted 38 bytes]


sleep 20 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M-mtp.gguf 2>/dev/[...redacted 26 bytes]


sleep 60 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M-mtp.gguf 2>/dev/[...redacted 49 bytes]


python3 -u -c "
import struct
f = open('/models/downloads/nex-agi_Nex-N2-mini-Q4[...redacted 616 bytes]


python3 -u -c "
import struct

f = open('/models/downloads/nex-agi_Nex-N2-mini-Q[...redacted 1745 bytes]


python3 -u /tmp/patch_gguf_mtp_simple.py 2>&1


sleep 10 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M-mtp.gguf 2>/dev/[...redacted 34 bytes]


sleep 20 && ls -lh /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M-mtp.gguf 2>/dev/[...redacted 34 bytes]


python3 -u -c "
import struct, os, sys

SRC = '/models/downloads/nex-agi_Nex-N2-[...redacted 2551 bytes]


python3 -u -c "
import struct

SRC = '/models/downloads/nex-agi_Nex-N2-mini-Q4_K[...redacted 2637 bytes]


# Find any GGUF conversion/manipulation tools
find /home/rurouni/src/llama.cpp-m[...redacted 63 bytes]


python3 -c "
from gguf import GGUFWriter
import inspect
methods = [m for m in di[...redacted 174 bytes]


python3 -c "
from gguf import GGUFWriter, GGMLQuantizationType
import inspect
sr[...redacted 246 bytes]


# First copy the file (fast)
cp /models/downloads/nex-agi_Nex-N2-mini-Q4_K_M.ggu[...redacted 75 bytes]


curl -s "https://huggingface.co/api/models?search=nex-n2-mini-mtp&sort=downloads[...redacted 488 bytes]


# Clean up any partial files from the patching attempts
rm -f /models/downloads/[...redacted 204 bytes]


cd /home/rurouni && curl -sS https://here.now/docs | sed -n '1,220p'


curl -s https://openrouter.ai/api/v1/models/nex-agi/nex-n2-pro 2>/dev/null | pyt[...redacted 249 bytes]


curl -s "https://openrouter.ai/api/v1/models" | python3 -c "
import json,sys
d=j[...redacted 127 bytes]


uptime && free -h && df -h / | grep / && lsof -i :9292 || echo "Port 9292 not in[...redacted 5 bytes]


ssh raymond@192.168.1.111 'bash -c "echo === auth.json ===; cat /home/raymond/.h[...redacted 227 bytes]


grep -n -A 2 -E "(auth|basic_auth|password|username)" /home/rurouni/.hermes/conf[...redacted 30 bytes]


ssh raymond@192.168.1.111 'bash -c "
echo \"=== Known coding agents ===\"
which [...redacted 2441 bytes]


ssh raymond@192.168.1.111 'bash -c "
echo \"=== Codex CLI details ===\"
file /ho[...redacted 625 bytes]


ssh raymond@192.168.1.111 'bash -c "
echo \"=== FULL PATH scan ===\"
IFS=: read [...redacted 7475 bytes]


ssh raymond@192.168.1.111 'bash -c "find ~/.local/bin -maxdepth 1 -type f -o -ty[...redacted 67 bytes]


ssh raymond@192.168.1.111 'bash -c "
echo \"=== VS Code extensions ===\"
code --[...redacted 1577 bytes]


ssh raymond@192.168.1.111 'bash -c "
echo \"=== Codex CLI setup ===\"
ls -la ~/.[...redacted 822 bytes]


ssh raymond@192.168.1.111 'bash -c "
echo \"=== GitHub Copilot CLI ===\"
ls -la [...redacted 791 bytes]


ssh raymond@192.168.1.111 'bash -c "
echo \"=== command-code ===\"
which command[...redacted 658 bytes]


ssh raymond@192.168.1.111 'bash -c "
echo \"=== continue as VS Code extension? =[...redacted 516 bytes]


ssh rurouni@192.168.1.50 'bash -c "
echo \"=== Known coding agents in PATH ===\"[...redacted 1542 bytes]


ssh -o ConnectTimeout=5 rurouni@100.126.244.3 'bash -c "echo connected; whoami"'[...redacted 22 bytes]


ssh -o StrictHostKeyChecking=no -o ConnectTimeout=5 rurouni@100.126.244.3 'bash [...redacted 50 bytes]


cat ~/.ssh/config 2>/dev/null | head -40


echo "=== Known coding agents in PATH ==="
for cmd in cursor codeium windsurf cl[...redacted 897 bytes]


echo "=== cursor-agent ==="
file /home/rurouni/.local/bin/cursor-agent
cursor-ag[...redacted 643 bytes]


echo "=== cursor-agent install dir ==="
ls -la ~/.local/bin/cursor-agent
readlin[...redacted 570 bytes]


echo "=== agent (the fallback in cursor script) ==="
file ~/.local/bin/agent
rea[...redacted 320 bytes]


# Remove Cursor Agent binary install dir + symlinks
rm -rf ~/.local/share/cursor[...redacted 151 bytes]


# Remove Claude Code
npm uninstall -g @anthropic-ai/claude-code 2>&1
rm -rf ~/.c[...redacted 45 bytes]


# Remove Codex CLI
npm uninstall -g @openai/codex 2>&1
rm -rf ~/.codex
echo "Cod[...redacted 13 bytes]


echo "=== Verify removals ==="
echo "--- bins ---"
ls -la ~/.local/bin/cursor-ag[...redacted 427 bytes]


pipx list --include-injected 2>/dev/null | grep -A10 tiny-agents
pip3 show tiny-[...redacted 29 bytes]


cat ~/.local/bin/tiny-agents
echo "---"
ls ~/.local/share/pipx/venvs/tiny-agents[...redacted 121 bytes]


echo "=== pipx status ==="
pipx list 2>&1

echo "---"
echo "=== Remove tiny-agen[...redacted 165 bytes]


# tiny-agents comes bundled with huggingface-hub[cli] - can't suppress just that[...redacted 238 bytes]


curl -s https://raw.githubusercontent.com/openinterpreter/openinterpreter/main/R[...redacted 19 bytes]


curl -s https://raw.githubusercontent.com/openinterpreter/openinterpreter/oix/RE[...redacted 18 bytes]


# Check Aider's current version and model support
curl -s https://pypi.org/pypi/[...redacted 235 bytes]


# Check Open Interpreter (Rust version)
curl -s https://openinterpreter.com/inst[...redacted 417 bytes]


bash -c 'echo "=== opencode ==="; path=$(command -v opencode 2>/dev/null || echo[...redacted 13510 bytes]


systemctl --user list-units --type=service --all 2>/dev/null | grep -iE '(llama|[...redacted 55 bytes]


systemctl list-units --type=service --all 2>/dev/null | grep -iE '(llama|codex|a[...redacted 39 bytes]


docker ps -a 2>/dev/null | head -20 || echo 'no docker'


echo '=== dpkg ==='; dpkg -l 2>/dev/null | grep -iE '(codex|aider|opencode|inter[...redacted 43 bytes]


command -v opencode 2>/dev/null && echo FOUND && file $(command -v opencode) 2>/[...redacted 86 bytes]


command -v codex 2>/dev/null && echo FOUND && file $(command -v codex) 2>/dev/nu[...redacted 77 bytes]


command -v aider 2>/dev/null && echo FOUND && file $(command -v aider) 2>/dev/nu[...redacted 77 bytes]


command -v interpreter 2>/dev/null && echo FOUND && file $(command -v interprete[...redacted 95 bytes]


command -v cursor 2>/dev/null && echo FOUND && file $(command -v cursor) 2>/dev/[...redacted 80 bytes]


command -v cursor-agent 2>/dev/null && echo FOUND && file $(command -v cursor-ag[...redacted 98 bytes]


command -v claude 2>/dev/null && echo FOUND && file $(command -v claude) 2>/dev/[...redacted 80 bytes]


command -v copilot 2>/dev/null && echo FOUND && file $(command -v copilot) 2>/de[...redacted 83 bytes]


command -v command-code 2>/dev/null && echo FOUND && file $(command -v command-c[...redacted 98 bytes]


command -v commandcode 2>/dev/null && echo FOUND && file $(command -v commandcod[...redacted 95 bytes]


command -v cmd 2>/dev/null && echo FOUND && file $(command -v cmd) 2>/dev/null |[...redacted 71 bytes]


command -v continue 2>/dev/null && echo FOUND && file $(command -v continue) 2>/[...redacted 86 bytes]


command -v windsurf 2>/dev/null && echo FOUND && file $(command -v windsurf) 2>/[...redacted 86 bytes]


command -v codeium 2>/dev/null && echo FOUND && file $(command -v codeium) 2>/de[...redacted 83 bytes]


command -v cody 2>/dev/null && echo FOUND && file $(command -v cody) 2>/dev/null[...redacted 74 bytes]


command -v tabby 2>/dev/null && echo FOUND && file $(command -v tabby) 2>/dev/nu[...redacted 77 bytes]


command -v tiny-agents 2>/dev/null && echo FOUND && file $(command -v tiny-agent[...redacted 95 bytes]


command -v hermes 2>/dev/null && echo FOUND && file $(command -v hermes) 2>/dev/[...redacted 80 bytes]


command -v hermes-agent 2>/dev/null && echo FOUND && file $(command -v hermes-ag[...redacted 98 bytes]


command -v hermes-acp 2>/dev/null && echo FOUND && file $(command -v hermes-acp)[...redacted 92 bytes]


command -v uv 2>/dev/null && echo FOUND && file $(command -v uv) 2>/dev/null | h[...redacted 68 bytes]


command -v uvx 2>/dev/null && echo FOUND && file $(command -v uvx) 2>/dev/null |[...redacted 71 bytes]


command -v pipx 2>/dev/null && echo FOUND && file $(command -v pipx) 2>/dev/null[...redacted 74 bytes]


command -v bun 2>/dev/null && echo FOUND && file $(command -v bun) 2>/dev/null |[...redacted 71 bytes]


command -v docker 2>/dev/null && echo FOUND && file $(command -v docker) 2>/dev/[...redacted 80 bytes]


for d in ~/.local/share/uv/python ~/venvs ~/.venv ~/codex-env ~/aider-env ~/ope[...redacted 110 bytes]


ls -d ~/.config/{aider,opencode,codex,open-interpreter,continue,cursor,claude,co[...redacted 39 bytes]


dpkg -S /usr/bin/opencode 2>/dev/null || npm list -g opencode-ai 2>/dev/null


ls -la ~/.config/opencode/ 2>/dev/null && echo '---' && ls -la ~/.config/cursor/[...redacted 12 bytes]


ssh raymond@192.168.1.111 'bash -c "
for cmd in opencode codex aider interprete[...redacted 227 bytes]


which opencode && npm ls -g opencode-ai 2>/dev/null && echo "---" && cat ~/.conf[...redacted 36 bytes]


ssh raymond@192.168.1.111 'bash -c "for cmd in opencode codex aider interpreter [...redacted 221 bytes]


ls -la /usr/lib/node_modules/opencode-ai/ 2>/dev/null | head -5
cat /usr/lib/nod[...redacted 214 bytes]


# Check Hermes skills for opencode/codex
ls ~/.hermes/skills/autonomous-ai-agent[...redacted 304 bytes]


# Phase 1.5: Back up existing configs
mkdir -p ~/.hermes/backups/$(date +%Y%m%d)[...redacted 892 bytes]


# Research current versions
echo "=== Aider PyPI ==="
curl -s https://pypi.org/p[...redacted 479 bytes]


# Install Aider via pipx
pipx install aider-chat 2>&1 | tail -5


# Install/update OpenCode
npm install -g opencode-ai@latest 2>&1 | tail -5


# Install Codex CLI
npm install -g @openai/codex 2>&1 | tail -5


# Aider failed via pipx (numpy build issue). Try via uv
uv tool install aider-ch[...redacted 18 bytes]


# Install Open Interpreter (Rust version)
curl -fsSL https://openinterpreter.com[...redacted 29 bytes]


echo "=== Verify all installs ==="
echo "--- Aider ---"
aider --version 2>/dev/n[...redacted 422 bytes]


# OpenCode: /usr/bin/opencode is old (1.15.3), npm global at ~/.local/share/npm-[...redacted 270 bytes]


# The npm global bin dir isn't in PATH. Let me add it.
# First check if there's [...redacted 432 bytes]


# Phase 3: Research llama-swap latest release
echo "=== Current llama-swap versi[...redacted 624 bytes]


# Download latest llama-swap
cd /tmp
curl -sL https://github.com/mostlygeek/llam[...redacted 436 bytes]


# Stop service, replace binary, restart
sudo systemctl stop llama-swap
sudo cp /[...redacted 414 bytes]


# Check v224 config options
llama-swap --help 2>&1 | head -40


# Check what endpoints llama-swap exposes
curl -s http://127.0.0.1:9292/v1/model[...redacted 562 bytes]


# Restart with new binary and watch-config flag
sudo systemctl daemon-reload
sud[...redacted 87 bytes]


sudo bash -c 'cat > /etc/systemd/system/llama-swap.service << '"'"'SERVICEEOF'"'[...redacted 385 bytes]


# Restart llama-swap with new config
sudo systemctl daemon-reload
sudo systemctl[...redacted 84 bytes]


chmod +x ~/.local/bin/llm-models
which llm-models
llm-models --help


# Test the models that are actually running in llama-swap
# First check what's a[...redacted 216 bytes]


cat > /home/rurouni/.hermes/test_all_models.py << 'PYEOF'
#!/usr/bin/env python3[...redacted 9842 bytes]


cd /home/rurouni/.hermes && python3 test_all_models.py


ls -la /tmp/model_test_results* /tmp/model_test* ~/.config/llama-models/test_cac[...redacted 131 bytes]


cd /tmp && python3 /tmp/test_model.py qwen36-35b-mtp qwopus-9b qwen35-9b-mtp gem[...redacted 43 bytes]


# Quick test: query each model with a simple request
# First, basic chat complet[...redacted 751 bytes]


python3 /tmp/test_suite.py qwen36-35b-mtp qwopus-9b qwen35-9b-mtp gemma-12b gemm[...redacted 79 bytes]


hermes config set --help 2>&1 | head -20


# Use hermes config to set what we can, then patch the YAML for complex nested p[...redacted 100 bytes]


# Backup and add custom local-gateway provider
cp ~/.hermes/config.yaml ~/.herme[...redacted 2190 bytes]


# Create Open Interpreter config directory
mkdir -p ~/.openinterpreter

cat > ~/[...redacted 995 bytes]


# Final validation: verify all tools work
echo "=== Tool Validation ==="
echo "-[...redacted 699 bytes]


# Re-verify aider
aider --version 2>/dev/null && echo "PASS" || echo "FAIL"

ech[...redacted 622 bytes]


# Test with already-warm model
curl -s --max-time 120 -X POST http://127.0.0.1:9[...redacted 398 bytes]


# 1. Verify /v1/responses through llama-swap
echo "=== /v1/responses test ==="
c[...redacted 721 bytes]


# 3. Verify Open Interpreter can run a Python task (non-interactive, brief)
echo[...redacted 286 bytes]


# Open Interpreter uses "exec" subcommand
echo "=== OI exec smoke test ==="
inte[...redacted 56 bytes]


# The OI "exec" subcommand is for the app-server daemon, not for direct executio[...redacted 292 bytes]


# Check OI's default config format
cat ~/.openinterpreter/config.toml
echo "==="[...redacted 175 bytes]


# Validate the OI config loads properly
timeout 5 interpreter --profile local-fa[...redacted 394 bytes]


# 4. Verify Codex CLI with local provider
echo "=== Codex CLI local config check[...redacted 160 bytes]


# Check Codex CLI config format for custom providers
codex doctor 2>&1 | head -2[...redacted 41 bytes]


# Check Codex CLI's actual config mechanism
codex --help 2>&1 | grep -i "config\[...redacted 156 bytes]


# Check correct Codex CLI config location and format
ls -la ~/.codex/config.toml[...redacted 433 bytes]


# Check if codex has a default config we can inspect
codex exec --help 2>&1 | gr[...redacted 419 bytes]


# Test Codex CLI with local provider via ollama endpoint
# First, clean up old c[...redacted 279 bytes]


# Final integration verification
echo "=== 1. Hermes config validates ==="
herme[...redacted 983 bytes]


hermes config check 2>&1 | head -15
echo "==="
systemctl is-active llama-swap
ec[...redacted 253 bytes]


# 1. Remove Codex CLI from CachyOS - back up config first
ssh raymond@192.168.1.[...redacted 663 bytes]


# Research download links in parallel
echo "=== OpenCode Desktop download page =[...redacted 623 bytes]


# Install OpenCode Desktop via AUR
ssh raymond@192.168.1.111 'bash -c "
echo \"=[...redacted 191 bytes]


# Install Open Interpreter Desktop AppImage
ssh raymond@192.168.1.111 'bash -c "[...redacted 768 bytes]


# Install Codex CLI npm + web app support on CachyOS
ssh raymond@192.168.1.111 '[...redacted 178 bytes]


# Verify all three installs
ssh raymond@192.168.1.111 'bash -c "
echo \"=== Inst[...redacted 555 bytes]


ssh raymond@192.168.1.111 'bash -c "pkill opencode-desktop 2>/dev/null; echo don[...redacted 3 bytes]


# Check existing OpenCode config on CachyOS
ssh raymond@192.168.1.111 'bash -c "[...redacted 415 bytes]


ssh raymond@192.168.1.111 'bash -c "cat ~/.config/opencode/opencode.json 2>/dev/[...redacted 64 bytes]


# Check existing configs on CachyOS
ssh raymond@192.168.1.111 'bash -c "cat ~/.c[...redacted 111 bytes]


# Create OpenCode config on CachyOS pointing to Debian models
ssh raymond@192.16[...redacted 1607 bytes]


# SCP the config to CachyOS
scp /tmp/opencode-cachyos.json raymond@192.168.1.111[...redacted 140 bytes]


# Check Interpreter Desktop config paths
ssh raymond@192.168.1.111 'bash -c "
ls[...redacted 256 bytes]


# Create Open Interpreter config on CachyOS pointing to Debian
ssh raymond@192.1[...redacted 726 bytes]


scp /tmp/oi-cachyos-config.toml raymond@192.168.1.111:~/.openinterpreter/config.[...redacted 224 bytes]


# Create dir first, then scp
ssh raymond@192.168.1.111 'bash -c "mkdir -p /home/[...redacted 228 bytes]


# Test connectivity from CachyOS to Debian models
ssh raymond@192.168.1.111 'bas[...redacted 218 bytes]


# Simple connectivity test - curl with explicit quoting
ssh raymond@192.168.1.11[...redacted 84 bytes]


# Check what interfaces llama-swap is actually listening on
ss -tlnp | grep 9292[...redacted 195 bytes]


# Check firewall on Debian
sudo nft list ruleset 2>/dev/null | grep -i "9292\|re[...redacted 304 bytes]


# Allow port 9292 from LAN + Tailscale
sudo ufw allow from 192.168.1.0/24 to any[...redacted 194 bytes]


# Retest from CachyOS
ssh raymond@192.168.1.111 'bash -c "curl -s --max-time 10 [...redacted 50 bytes]


# Full smoke test from CachyOS
ssh raymond@192.168.1.111 'bash -c "
echo \"=== M[...redacted 686 bytes]


scp /tmp/cachyos-test.py raymond@192.168.1.111:/tmp/
ssh raymond@192.168.1.111 '[...redacted 39 bytes]


docker ps --format '{{.Names}} {{.Ports}}' | grep -i webui


docker port open-webui 2>/dev/null; docker inspect open-webui --format '{{range [...redacted 111 bytes]


docker inspect open-webui --format '{{json .NetworkSettings.Ports}}' | python3 -[...redacted 83 bytes]


docker inspect open-webui --format '{{json .Config.Env}}' | python3 -c "import s[...redacted 224 bytes]


docker inspect open-webui --format '{{json .NetworkSettings.Ports}}' | python3 -[...redacted 259 bytes]


docker inspect open-webui --format '{{json .NetworkSettings.Networks}}' | python[...redacted 76 bytes]


docker exec open-webui cat /app/backend/data/webui.db "select * from auth;" 2>/d[...redacted 98 bytes]


docker exec open-webui sh -c 'sqlite3 /app/backend/data/webui.db "SELECT id, nam[...redacted 173 bytes]


docker exec open-webui sh -c 'which sqlite3 sqlite3cmd 2>/dev/null; python3 -c "[...redacted 349 bytes]


docker exec open-webui python3 -c "
import sqlite3
conn = sqlite3.connect('/app/[...redacted 294 bytes]


docker exec open-webui python3 -c "
import sqlite3, bcrypt
conn = sqlite3.connec[...redacted 293 bytes]


docker inspect open-webui --format '{{json .Config.Env}}' | python3 -c "
import [...redacted 74 bytes]


curl -s http://127.0.0.1:9292/v1/models | python3 -c "
import sys,json
data = js[...redacted 97 bytes]


docker inspect open-webui --format '{{json .HostConfig.RestartPolicy}}'


# Get current container config to reconstruct the run command
docker inspect ope[...redacted 532 bytes]


# Get full env with secrets unmasked
docker exec open-webui env | grep -E 'WEBUI[...redacted 54 bytes]


# Get unmasked env
docker exec open-webui sh -c 'echo "OPENAI_API_KEY=[$OPENAI_A[...redacted 95 bytes]


# Get raw env values from /proc to avoid masking
docker exec open-webui cat /pro[...redacted 108 bytes]


# Get all env vars - the ones with *** are empty/unused
docker exec open-webui c[...redacted 217 bytes]


# Extract all env, filter out HERMES_* and internal image defaults, and rebuild
[...redacted 484 bytes]


# Stop and remove old container
docker stop open-webui && docker rm open-webui


# Recreate without HERMES_ env vars
docker run -d \
  --name open-webui \
  --ne[...redacted 2038 bytes]


# Wait for startup and check
sleep 3 && docker ps --filter name=open-webui --for[...redacted 39 bytes]


# Wait for healthy
for i in $(seq 1 15); do
  status=$(docker inspect open-webui[...redacted 177 bytes]


# Verify no Hermes env vars
docker exec open-webui env | grep -i hermes || echo [...redacted 27 bytes]


# Verify models are visible via Open WebUI API
curl -s -X POST http://127.0.0.1:[...redacted 317 bytes]


# Check what models the WebUI sees
curl -s http://127.0.0.1:3081/api/models 2>&1[...redacted 206 bytes]


# Login and get token, then check models
TOKEN=$(curl -s -X POST http://127.0.0.[...redacted 622 bytes]


# Login, extract token raw
RESP=$(curl -s -X POST http://127.0.0.1:3081/api/auth[...redacted 555 bytes]


curl -s -X POST http://127.0.0.1:3081/api/auths/signin \
  -H 'Content-Type: app[...redacted 73 bytes]


# Try different auth endpoints
curl -s -X POST http://127.0.0.1:3081/api/auth/si[...redacted 103 bytes]


# Check login page or API docs
curl -s http://127.0.0.1:3081/api/auth/ | head -5[...redacted 2 bytes]


# Check Open WebUI API docs or find login endpoint
curl -s http://127.0.0.1:3081[...redacted 172 bytes]


# Login using the correct endpoint
curl -s -X POST http://127.0.0.1:3081/api/v1/[...redacted 111 bytes]


curl -s -X POST http://127.0.0.1:3081/api/v1/auths/signin \
  -H 'Content-Type: [...redacted 438 bytes]


python3 -c "
import urllib.request, json

# Login
req = urllib.request.Request(
[...redacted 624 bytes]


python3 -c "
import urllib.request, json

# Login
req = urllib.request.Request(
[...redacted 1286 bytes]


python3 -c "
import urllib.request, json

# Login
req = urllib.request.Request(
[...redacted 842 bytes]


# Check the Open WebUI backend API for model management - look at how it's struc[...redacted 1426 bytes]


docker exec open-webui python3 -c "
import sqlite3, json
conn = sqlite3.connect([...redacted 704 bytes]


docker exec open-webui python3 -c "
import sqlite3, json
conn = sqlite3.connect([...redacted 501 bytes]


docker exec open-webui python3 -c "
import sqlite3
conn = sqlite3.connect('/app/[...redacted 300 bytes]


docker exec open-webui python3 -c "
import sqlite3, json

conn = sqlite3.connect[...redacted 1935 bytes]


docker exec open-webui python3 -c "
import sqlite3, json

conn = sqlite3.connect[...redacted 1042 bytes]


# Wait for health
for i in $(seq 1 15); do
  status=$(docker inspect open-webui [...redacted 146 bytes]


python3 -c "
import urllib.request, json

req = urllib.request.Request(
    'htt[...redacted 542 bytes]


# Check if bonsai model is actually reachable from llama-swap
curl -s http://127[...redacted 553 bytes]


python3 -c "
import urllib.request, json

req = urllib.request.Request(
    'htt[...redacted 577 bytes]


# Test streaming directly from llama-swap
time curl -s -N -X POST http://127.0.0[...redacted 328 bytes]


python3 -c "
import urllib.request, json, sys

req = urllib.request.Request(
   [...redacted 1139 bytes]


# Compare streaming response from bonsai vs qwen35
for model in bonsai-8b qwen35[...redacted 324 bytes]


sleep 5 && python3 -c "
import urllib.request, json

req = urllib.request.Reques[...redacted 495 bytes]


# Check the actual chat messages in the database
docker exec open-webui python3 [...redacted 627 bytes]


docker exec open-webui python3 -c "
import sqlite3, json
conn = sqlite3.connect([...redacted 471 bytes]


# Test: send a non-streaming request through Open WebUI's proxy
python3 -c "
imp[...redacted 1131 bytes]


docker exec open-webui python3 -c "
import sqlite3, json
conn = sqlite3.connect([...redacted 432 bytes]


docker exec open-webui env | grep WEBUI_BUILD_VERSION


docker exec open-webui python3 -c "
import sqlite3, json
conn = sqlite3.connect([...redacted 845 bytes]


docker logs open-webui --tail 50 2>&1 | grep -i error


docker logs open-webui --tail 100 2>&1 | grep -i 'chat\|completion\|bonsai\|400\[...redacted 29 bytes]


# Check all request responses with timestamps
docker logs open-webui --tail 200 [...redacted 67 bytes]


docker exec open-webui python3 -c "
# Check the process_chat function in Open We[...redacted 283 bytes]


# Find where the process_chat function is defined
docker exec open-webui grep -n[...redacted 73 bytes]


docker exec open-webui sed -n '2021,2120p' /app/backend/open_webui/main.py 2>/de[...redacted 6 bytes]


docker exec open-webui grep -n 'def process_chat_payload' /app/backend/open_webu[...redacted 9 bytes]


docker exec open-webui grep -rn 'def process_chat_payload' /app/backend/open_web[...redacted 15 bytes]


docker exec open-webui sed -n '2311,2400p' /app/backend/open_webui/utils/middlew[...redacted 6 bytes]


docker exec open-webui grep -n 'def chat_completion_handler' /app/backend/open_w[...redacted 12 bytes]


docker exec open-webui grep -rn 'def chat_completion_handler\|async def chat_com[...redacted 56 bytes]


grep -n 'def generate_chat_completion\|async def generate_chat_completion' 2>/de[...redacted 155 bytes]


docker exec open-webui sed -n '152,250p' /app/backend/open_webui/utils/chat.py


docker exec open-webui sed -n '1053,1150p' /app/backend/open_webui/routers/opena[...redacted 4 bytes]


docker exec open-webui sed -n '1150,1250p' /app/backend/open_webui/routers/opena[...redacted 4 bytes]


# Check if the issue is the 'key' value - maybe it needs to be empty string not [...redacted 413 bytes]


docker exec open-webui python3 -c "
import sqlite3, json
conn = sqlite3.connect([...redacted 474 bytes]


# Check if Open WebUI uses WebSockets for chat
docker exec open-webui grep -rn '[...redacted 64 bytes]


# Check the websocket endpoint
docker exec open-webui grep -rn 'ws://\|wss://\|w[...redacted 180 bytes]


grep -n 'def process_chat_response' 2>/dev/null || docker exec open-webui grep -[...redacted 67 bytes]


docker exec open-webui sed -n '5259,5330p' /app/backend/open_webui/utils/middlew[...redacted 6 bytes]


grep -n 'def streaming_chat_response_handler' /dev/null 2>/dev/null; docker exec[...redacted 95 bytes]


docker exec open-webui sed -n '3571,3700p' /app/backend/open_webui/utils/middlew[...redacted 6 bytes]


# Test streaming through WebUI - the ACTUAL way the frontend does it
python3 -c [...redacted 1465 bytes]


docker pull ghcr.io/open-webui/open-webui:latest 2>&1 | tail -5


docker exec open-webui sed -n '3800,3900p' /app/backend/open_webui/utils/middlew[...redacted 6 bytes]


docker exec open-webui env | grep -i stream


# Check if there's a streaming setting in the config or frontend
docker exec ope[...redacted 494 bytes]


docker inspect open-webui --format '{{.Created}}'


docker inspect ghcr.io/open-webui/open-webui:latest --format '{{.Created}}' 2>/d[...redacted 92 bytes]


docker exec open-webui grep -n 'def _clean_proxy_headers\|_clean_proxy_headers' [...redacted 53 bytes]


docker exec open-webui grep -rn '_clean_proxy_headers' /app/backend/open_webui/ [...redacted 22 bytes]


docker exec open-webui sed -n '78,100p' /app/backend/open_webui/routers/openai.p[...redacted 1 bytes]


docker exec open-webui grep -n '_STRIP_PROXY_HEADERS' /app/backend/open_webui/ro[...redacted 25 bytes]


docker exec open-webui grep -rn 'def get_event_emitter' /app/backend/open_webui/[...redacted 22 bytes]


docker exec open-webui sed -n '2942,2960p' /app/backend/open_webui/utils/middlew[...redacted 6 bytes]


docker exec open-webui sed -n '894,920p' /app/backend/open_webui/socket/main.py


docker exec open-webui grep -n 'sio\|SocketIO\|socketio\|socket\.io' /app/backen[...redacted 31 bytes]


docker exec open-webui grep -n 'socket\|Socket' /app/backend/open_webui/main.py [...redacted 51 bytes]


docker exec open-webui grep -n 'socket_app\|sio\|SocketIO' /app/backend/open_web[...redacted 28 bytes]


docker exec open-webui sed -n '50,100p' /app/backend/open_webui/socket/main.py


docker exec open-webui env | grep -i ENABLE_WEBSOCKET


docker exec open-webui grep -n 'ENABLE_WEBSOCKET_SUPPORT' /app/backend/open_webu[...redacted 33 bytes]


docker exec open-webui grep -rn 'ENABLE_WEBSOCKET_SUPPORT' /app/backend/open_web[...redacted 26 bytes]


docker exec open-webui find /app/frontend -name '*.js' -exec grep -l 'socket.io\[...redacted 33 bytes]


docker exec open-webui cat /app/backend/start.sh


docker logs open-webui --tail 100 2>&1 | grep -i 'socket\|engine\|websocket\|sid[...redacted 32 bytes]


docker exec open-webui sed -n '2410,2430p' /app/backend/open_webui/main.py


# Check the built frontend for socket.io version
docker exec open-webui find /ap[...redacted 87 bytes]


docker exec open-webui find /app -name 'index.html' -o -name '*.svelte' 2>/dev/n[...redacted 57 bytes]


docker exec open-webui grep -r 'socket.io' /app/build/ 2>/dev/null | head -5
doc[...redacted 70 bytes]


docker exec open-webui grep -oP 'path:"[^"]+"' /app/build/_app/immutable/chunks/[...redacted 123 bytes]


docker exec open-webui grep -oP 'engine\.io.*?path[:=]"([^"]+)"' /app/build/_app[...redacted 147 bytes]


docker exec open-webui grep -n 'ASGIApp\|socket_app' /app/backend/open_webui/soc[...redacted 22 bytes]


docker exec open-webui sed -n '234,260p' /app/backend/open_webui/socket/main.py


docker exec open-webui python3 -c "
# Check the socket_app mount in main.py
with[...redacted 385 bytes]


docker exec open-webui grep -oP 'connect\([^)]+\)' /app/build/_app/immutable/chu[...redacted 163 bytes]


docker exec open-webui grep -oP 'io\([^)]+\)' /app/build/_app/immutable/chunks/*[...redacted 134 bytes]


docker exec open-webui grep -oP '\.io\("[^"]*"' /app/build/_app/immutable/chunks[...redacted 27 bytes]


grep -oP 'engine\.io["/]' 2>/dev/null | head -3
# Just look at what's near the s[...redacted 150 bytes]


# Kill the current container and recreate with verbose Socket.IO logging
docker [...redacted 1066 bytes]


docker run -d \
  --name open-webui \
  --network host \
  --restart unless-stop[...redacted 833 bytes]


# Wait for healthy and check if socket logging is active
for i in $(seq 1 15); d[...redacted 185 bytes]


# Log in and get token, then send a streaming chat request
python3 -c "
import u[...redacted 1701 bytes]


docker logs open-webui --tail 50 2>&1 | grep -i 'socket\|engine\|emit\|event\|ro[...redacted 14 bytes]


docker stop open-webui && docker rm open-webui

docker run -d \
  --name open-we[...redacted 790 bytes]


# Wait for healthy
for i in $(seq 1 15); do
  status=$(docker inspect open-webui[...redacted 147 bytes]


# Verify: check env and send a test message, then check for CORS errors
docker e[...redacted 43 bytes]


# Clear logs and send a streaming request, then check
docker logs open-webui --t[...redacted 46 bytes]


docker exec open-webui python3 -c "
from open_webui.env import CORS_ALLOW_ORIGIN[...redacted 145 bytes]


# Check current web search config in the DB
docker exec open-webui python3 -c "
[...redacted 749 bytes]


# Check if SearXNG is actually running
curl -s -o /dev/null -w '%{http_code}' ht[...redacted 220 bytes]


# Check what search engines Open WebUI supports by looking at the env file
docke[...redacted 160 bytes]


docker exec open-webui grep -n -i 'search' /app/backend/open_webui/env.py | head[...redacted 4 bytes]


docker exec open-webui grep -rn -i 'search_engine\|search.*provider\|WEB_SEARCH_[...redacted 104 bytes]


ls /app/backend/open_webui/retrieval/web/ 2>/dev/null || docker exec open-webui [...redacted 41 bytes]


# Check what env vars are needed for searxng and duckduckgo
docker exec open-web[...redacted 60 bytes]


docker exec open-webui cat /app/backend/open_webui/retrieval/web/duckduckgo.py


docker exec open-webui grep -n 'def process_web_search\|search_searxng\|search_d[...redacted 85 bytes]


docker exec open-webui sed -n '1900,1960p' /app/backend/open_webui/routers/retri[...redacted 7 bytes]


docker exec open-webui sed -n '2030,2070p' /app/backend/open_webui/routers/retri[...redacted 7 bytes]


docker exec open-webui env | grep -i SEARXNG


# Verify SearXNG is accessible and returns results
curl -s "http://127.0.0.1:808[...redacted 415 bytes]


docker exec open-webui grep -n 'SEARXNG\|WEB_SEARCH' /app/backend/open_webui/con[...redacted 17 bytes]


docker exec open-webui grep -n 'SEARXNG\|AGENTIC\|JINA\|WEB_LOADER\|RAPIDAPI' /a[...redacted 42 bytes]


grep -A2 'SEARXNG_LANGUAGE\|ENABLE_RAG\|JINA\|AGENTIC\|ENRICH' 2>/dev/null
docke[...redacted 156 bytes]


# Check for agentic search / URL fetching settings
docker exec open-webui grep -[...redacted 149 bytes]


docker exec open-webui grep -n 'RAG_LOCAL_WEB\|ENABLE_RAG\|SEARCH_QUERY_GENERATI[...redacted 48 bytes]


docker stop open-webui && docker rm open-webui

# Deploy with full web search + [...redacted 1054 bytes]


# Wait for health
for i in $(seq 1 15); do
  status=$(docker inspect open-webui [...redacted 146 bytes]


# Verify all search env vars are set
docker exec open-webui env | grep -E 'SEARX[...redacted 58 bytes]


# Test web search directly through the Open WebUI API
python3 -c "
import urllib[...redacted 1475 bytes]


python3 -c "
import urllib.request, json

req = urllib.request.Request(
    'htt[...redacted 700 bytes]


# Find the web search API route
docker exec open-webui grep -rn 'web.search\|web[...redacted 84 bytes]


python3 -c "
import urllib.request, json

req = urllib.request.Request(
    'htt[...redacted 1361 bytes]


# Check the full search response quality
python3 -c "
import urllib.request, jso[...redacted 1100 bytes]


# Check SearXNG configuration
docker exec searxng-core cat /etc/searxng/settings[...redacted 151 bytes]


# Check SearXNG supports JSON format
docker exec searxng-core cat /etc/searxng/s[...redacted 325 bytes]


# Check if there's a way to enable web search by default in chats
docker exec [...redacted 158 bytes]


# Verify model config was preserved in the DB volume
python3 -c "
import urllib.[...redacted 574 bytes]


# Check recent logs for search errors
docker logs open-webui --tail 100 2>&1 | g[...redacted 57 bytes]


# Check if the embedding model is working
curl -s http://127.0.0.1:9292/v1/embed[...redacted 108 bytes]


# Check the embedding model config
docker exec open-webui env | grep -iE 'EMBED|[...redacted 11 bytes]


# Search the codebase for "no sources found" or "No sources" error
docker exec o[...redacted 126 bytes]


# Check if the issue is with RAG retrieval - test it directly
python3 -c "
impor[...redacted 726 bytes]


# Check web search config through the admin API
python3 -c "
import urllib.reque[...redacted 1125 bytes]


# Find the web search admin config endpoint
docker exec open-webui grep -rn 'def[...redacted 136 bytes]


# Check how the admin panel saves web search settings
docker exec open-webui gre[...redacted 87 bytes]


docker exec open-webui grep -n 'update.*config\|web.*search.*form\|SET.*WEB' /ap[...redacted 87 bytes]


docker exec open-webui sed -n '1040,1080p' /app/backend/open_webui/routers/retri[...redacted 7 bytes]


# Check what the web search config values actually are at runtime
python3 -c "
i[...redacted 1036 bytes]


# Test a chat message WITH web search enabled (simulate the frontend's custom fo[...redacted 1823 bytes]


docker logs open-webui --tail 50 2>&1 | grep -E 'process_chat|web search|ERROR|t[...redacted 54 bytes]


# Test without streaming to see the full response
python3 -c "
import urllib.req[...redacted 1246 bytes]


docker stop open-webui && docker rm open-webui

docker run -d \
  --name open-we[...redacted 1050 bytes]


# Wait for healthy
for i in $(seq 1 15); do
  status=$(docker inspect open-webui[...redacted 147 bytes]


# Verify the config
docker exec open-webui env | grep -E 'BYPASS|SEARXNG|WEB_SEA[...redacted 31 bytes]


python3 -c "
import urllib.request, json, uuid

req = urllib.request.Request(
  [...redacted 1150 bytes]


# Check what happened - look for any errors
docker logs open-webui --tail 20 2>&[...redacted 1 bytes]


python3 -c "
import urllib.request, json

req = urllib.request.Request(
    'htt[...redacted 733 bytes]


python3 -c "
import urllib.request, json, uuid

req = urllib.request.Request(
  [...redacted 897 bytes]


# Check if the container is still healthy
docker inspect open-webui --format '{{[...redacted 41 bytes]


# Check recent logs
docker logs open-webui --tail 40 2>&1


# Check if llama-server is busy
curl -s http://127.0.0.1:9292/v1/models | python[...redacted 455 bytes]


# Check if there's a setting for "web search always on"
docker exec open-webui g[...redacted 197 bytes]


# Find the frontend code that controls the web search toggle
docker exec open-we[...redacted 146 bytes]


docker exec open-webui grep -rn 'features' /app/build/_app/immutable/chunks/*.js[...redacted 47 bytes]


# Search minified JS for web search related code
docker exec open-webui grep -oP[...redacted 89 bytes]


# Search for any reference to web_search in the whole build
docker exec open-web[...redacted 59 bytes]


# Find where web_search default is set in the frontend
docker exec open-webui gr[...redacted 83 bytes]


docker exec open-webui grep -oP '.{0,300}web_search.{0,300}' /app/build/_app/imm[...redacted 35 bytes]


# Search for where features are set/merged for chat requests
docker exec open-we[...redacted 118 bytes]


docker exec open-webui grep -oP '.{0,200}features.{0,200}' /app/build/_app/immut[...redacted 34 bytes]


# Find files containing 'features' that are relevant
docker exec open-webui grep[...redacted 92 bytes]


docker exec open-webui sh -c 'ls -la /app/build/_app/immutable/chunks/*.js 2>/de[...redacted 18 bytes]


# Search all non-map JS files for web_search patterns
docker exec open-webui sh [...redacted 87 bytes]


# Check each file for the relevant code
docker exec open-webui sh -c 'grep -oP "[...redacted 84 bytes]


# Extract the full function around the web_search toggle
docker exec open-webui [...redacted 100 bytes]


# Find where features are extracted from the request in the backend
docker exec [...redacted 148 bytes]


docker exec open-webui sed -n '2560,2585p' /app/backend/open_webui/utils/middlew[...redacted 6 bytes]