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@@ -115,10 +115,11 @@ Run on trigger or schedule. Maintain persistent world-model state across runs.
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| `zulip-health` | Zulip | Checks Zulip connectivity, message flow, and bot responsiveness. |
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| `zulip-health` | Zulip | Checks Zulip connectivity, message flow, and bot responsiveness. |
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| `zulip-mention-reliability` | Zulip | Diagnoses and fixes @mention detection issues in Zulip. |
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| `zulip-mention-reliability` | Zulip | Diagnoses and fixes @mention detection issues in Zulip. |
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| `zulip-approval-fix` | Zulip | Fixes broken /approve and /deny slash commands for Hermes agents. |
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| `zulip-approval-fix` | Zulip | Fixes broken /approve and /deny slash commands for Hermes agents. |
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| `litellm-self-heal` | LiteLLM | Standing responsibility — monitors LiteLLM health and auto-remediates: key rotation, container restart, config reload, roster fixes. |
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| `litellm-self-heal` | LiteLLM | Consolidated health check + self-healing for the full nginx → LiteLLM → GPU chain. Verifies 8 containers, 3 GPUs, model inference, and agent keys. Applies 9 remediation rules. (litellm-health merged into this contract 2026-07-09.) |
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| `gpu-fleet` | GPU | Manages the GPU inference fleet: model deployment, registration, health checks, LiteLLM sync. |
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| `gpu-fleet` | GPU | Manages the GPU inference fleet: model deployment, registration, health checks, LiteLLM sync. |
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| `gpu-monitor` | GPU | Comprehensive GPU fleet monitor — polls sidecars, router, LiteLLM every 15s, renders SSE dashboard. |
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| `gpu-monitor` | GPU | Comprehensive GPU fleet monitor — polls sidecars, router, LiteLLM every 15s, renders SSE dashboard. |
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| `proxmox-monitor` | Infra | Proxmox cluster + Docker monitoring via the existing Grafana/Prometheus stack on CT 116. |
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| `proxmox-monitor` | Infra | Proxmox cluster + Docker monitoring via the existing Grafana/Prometheus stack on CT 116. |
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| `disk-gc-threat-response` | Infra | Fleet-wide disk health scan + garbage collection across 15 CTs + 3 GPU hosts + docker-vm KVM VM. 5-tier threat levels with automated GC and Zulip alerting. Two incidents resolved: kagentz (35.67GB) and amdpve (11.56GB). |
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| `pm2-self-heal` | Ops | Monitors PM2 processes (abiba-zulip, abiba-telegram) and auto-restarts any that are stopped or errored. |
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| `pm2-self-heal` | Ops | Monitors PM2 processes (abiba-zulip, abiba-telegram) and auto-restarts any that are stopped or errored. |
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### Instantiable Templates (`kind: pattern` — run with `prose run`)
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### Instantiable Templates (`kind: pattern` — run with `prose run`)
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@@ -146,8 +147,9 @@ Called on-demand as single-render tools.
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| Contract | Description |
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| Contract | Description |
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|---|---|
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|---|---|
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| `litellm-health` | Verifies LiteLLM inference stack health: containers, router, GPU fleet, model inference, agent keys. |
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| `litellm-api-keys` | Manages LiteLLM API keys for agent identity. Create, rotate, verify, and list agent keys. References gpu-fleet for current key inventory. |
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| `infrastructure-monitoring` | Deploys Prometheus + GPU exporters + Grafana to monitor the inference fleet from CT 116. |
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| `litellm-health` | ⚠️ **DEPRECATED** — consolidated into `litellm-self-heal` (2026-07-09). Retained for reference only. |
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| `infrastructure-monitoring` | Target-state for Prometheus + GPU exporters + Grafana. Core stack deployed, GPU exporters NOT live. |
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| `stirling-pdf-agent-access` | Documents the Stirling-PDF API access pattern for agents — global API key, 12 operations, curl examples. Agents use the `stirling-pdf-api` shared skill for templates. |
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| `stirling-pdf-agent-access` | Documents the Stirling-PDF API access pattern for agents — global API key, 12 operations, curl examples. Agents use the `stirling-pdf-api` shared skill for templates. |
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| `hello-world` | Minimal test contract — verifies the OpenProse execution pipeline works. |
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| `hello-world` | Minimal test contract — verifies the OpenProse execution pipeline works. |
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@@ -3,10 +3,11 @@ kind: responsibility
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name: disk-gc-threat-response
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name: disk-gc-threat-response
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description: >
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description: >
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Recurring disk health scan, garbage collection, and threat response
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Recurring disk health scan, garbage collection, and threat response
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across all 19 Proxmox CTs and Docker hosts. Triggered by incident
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across 15 Proxmox CTs + 3 GPU bare-metal hosts. Triggered by incident
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2026-07-04 where CT 105 (kagentz) hit 87% disk (49G/59G) from
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2026-07-04 where CT 105 (kagentz) hit 87% disk (49G/59G) from
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Docker image bloat — 5 dangling images, 15 build cache layers.
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Docker image bloat — 5 dangling images, 15 build cache layers.
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Recovered 35.67GB via `docker system prune -a --force`.
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Recovered 35.67GB. Second incident 2026-07-09: amdpve (.15) Docker
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bloat (15.5GB abandoned HIP image), reclaimed 11.56GB.
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id: 067NV8KJ03ZG71S44N41F31022
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id: 067NV8KJ03ZG71S44N41F31022
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version: 1.0.0
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version: 1.0.0
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---
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---
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@@ -21,15 +22,21 @@ logged within 5 minutes of discovery.
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## Scope
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## Scope
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All CTs in the Proxmox cluster, with special attention to Docker hosts:
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All 15 CTs via `pct-run` + 3 GPU bare-metal hosts via direct SSH.
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Docker hosts get special attention:
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| Host | CT | Disk Risk | GC Strategy |
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| Host | CT | Disk Risk | GC Strategy |
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|------|----|-----------|-------------|
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|------|----|-----------|-------------|
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| kagentz | 105 | HIGH — Agent Zero builds images | `docker system prune -a` |
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| kagentz | 105 | HIGH — Agent Zero builds images | `docker system prune -a` |
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| syslog-api | 116 | HIGH — Prometheus data, 8 containers | `docker system prune`, log rotate |
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| syslog-api | 116 | HIGH — Prometheus data, 10 containers | `docker system prune`, log rotate |
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| docker-vm | 109 | MED — 11 containers, NFS mounts | `docker system prune`, check mounts |
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| docker-vm | 109 | HIGH — 16 containers across 4 stacks, NFS mounts | `docker system prune`, check mounts |
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| amdpve | — | MED — GPU bare metal, Docker for one-off builds | `docker system prune -a` |
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| abiba | 100 | LOW — local docker, go cache | apt/docker/log prune |
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| abiba | 100 | LOW — local docker, go cache | apt/docker/log prune |
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| All others | — | LOW — no Docker | apt clean, log rotate |
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| All other CTs | — | LOW — no Docker | apt clean, log rotate |
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| GPU bare metal (.8, .110) | — | LOW — no Docker on GPU hosts | log rotate |
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> **Decommissioned:** CT 118 (jitsi) — intentionally stopped, not scanned.
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> **Migrated:** CT 101 (llm-gpu) → bare metal .8, CT 103 (ocu-llm) → bare metal .110.
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## Threat Levels
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## Threat Levels
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@@ -123,7 +130,7 @@ call summary-reporter
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## GC Strategies by Host Type
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## GC Strategies by Host Type
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### Docker Hosts (kagentz 105, syslog-api 116, docker-vm 109)
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### Docker Hosts (kagentz 105, syslog-api 116, docker-vm 109, amdpve .15)
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```bash
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```bash
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# Phase 1: Safe prune (won't touch running containers' images)
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# Phase 1: Safe prune (won't touch running containers' images)
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@@ -289,4 +296,11 @@ one-off GPU builds. No automated post-migration cleanup was in place.
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|------|-----|-----|--------|
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|------|-----|-----|--------|
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| llm-gpu | 192.168.68.8 | RTX 3090 | ✅ reachable |
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| llm-gpu | 192.168.68.8 | RTX 3090 | ✅ reachable |
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| ocu-llm | 192.168.68.110 | RTX 5070 | ✅ reachable |
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| ocu-llm | 192.168.68.110 | RTX 5070 | ✅ reachable |
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| amdpve | 192.168.68.15 | Strix Halo | ✅ reachable |
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| amdpve | 192.168.68.15 | Strix Halo | ✅ reachable |
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### KVM VM (via direct SSH)
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| Host | IP | Role | Status |
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|------|-----|------|--------|
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| docker-vm | 192.168.68.7 | 16 Docker containers, 4 stacks | ✅ reachable |
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> **Decommissioned:** CT 118 (jitsi) — intentionally stopped.\n> **Migrated:** CT 101 → .8, CT 103 → .110 (bare metal GPU).\n> **KVM VM:** CT 109 (docker-vm) is a KVM VM, not LXC — access via SSH .7.
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@@ -144,7 +144,7 @@ description: >
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### Ecosystem A: docker-vm (192.168.68.7)
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### Ecosystem A: docker-vm (192.168.68.7)
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11 containers across 4 compose stacks:
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16 containers across 4 compose stacks + trove agents:
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| Stack | Path | Containers |
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| Stack | Path | Containers |
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||||||
|-------|------|-----------|
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|-------|------|-----------|
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@@ -152,6 +152,9 @@ description: >
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|||||||
| **SearXNG** | `/opt/search-stack/searxng/` | searxng, valkey |
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| **SearXNG** | `/opt/search-stack/searxng/` | searxng, valkey |
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| **Home stack** | `/opt/home_stack/` | jdownloader, stirling-pdf, pulse |
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| **Home stack** | `/opt/home_stack/` | jdownloader, stirling-pdf, pulse |
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| **Audiobookshelf** | `/opt/audiobookshelf/` | audiobookshelf |
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| **Audiobookshelf** | `/opt/audiobookshelf/` | audiobookshelf |
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| **Trove agents** | docker run (standalone) | trove-agent-proxmox, trove-test-agent-1, trove-test-server-1, docker-stats |
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**Last verified:** 2026-07-09 — 16/16 containers running healthy.
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### Home Stack Services
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### Home Stack Services
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||||||
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@@ -7,10 +7,14 @@ description: >
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|||||||
from nvidia-smi (.8, .110) and amdgpu_top (.15). LiteLLM metrics
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from nvidia-smi (.8, .110) and amdgpu_top (.15). LiteLLM metrics
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via existing /metrics Prometheus endpoint.
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via existing /metrics Prometheus endpoint.
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STATUS: Core stack (Prometheus + Grafana + pve/node/docker exporters)
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DEPLOYMENT STATUS (2026-07-09):
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already deployed by proxmox-monitor contract. GPU exporters (.8/.110/.15)
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✅ Core stack deployed: Prometheus + Grafana + pve/node/docker exporters
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NOT yet live — gpu-exporter crash-loops on .15, sidecars never deployed.
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(via proxmox-monitor contract). Grafana at :3001, 5 scrape targets active.
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This contract defines the target state; proxmox-monitor is the as-built.
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❌ GPU exporters NOT deployed: gpu-exporter crash-loops on .15,
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NVIDIA sidecar exporters (.8/.110:9400) never installed.
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Router falls back to direct GPU /health probes.
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⚠️ This contract is target-state aspirational — not as-built.
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||||||
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As-built GPU monitoring is via gpu-monitor contract (port 9100 poll).
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||||||
version: 1.0.0
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version: 1.0.0
|
||||||
---
|
---
|
||||||
|
|
||||||
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|||||||
@@ -8,6 +8,10 @@ description: >
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|||||||
Ensures agents never use the master key directly. Rotation is event-driven,
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Ensures agents never use the master key directly. Rotation is event-driven,
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||||||
not calendar-driven — rotate only on compromise, personnel change, or
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not calendar-driven — rotate only on compromise, personnel change, or
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||||||
periodic security hygiene (quarterly/annually).
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periodic security hygiene (quarterly/annually).
|
||||||
|
|
||||||
|
Current key inventory and agent list: see gpu-fleet.prose.md § Agent Keys.
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||||||
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Source of truth for LiteLLM config: /opt/inference-harness/litellm_config.yaml
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||||||
|
on CT 116. Last verified: 2026-07-09.
|
||||||
---
|
---
|
||||||
|
|
||||||
## Parameters
|
## Parameters
|
||||||
@@ -38,7 +42,8 @@ description: >
|
|||||||
- Generate new key with key_alias: "{agent_name}" (e.g., "tanko" — bare name, no date)
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- Generate new key with key_alias: "{agent_name}" (e.g., "tanko" — bare name, no date)
|
||||||
- Set metadata: { "agent": "{agent_name}", "purpose": "agent-inference" }
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- Set metadata: { "agent": "{agent_name}", "purpose": "agent-inference" }
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- Duration is null (permanent) — inherited from litellm default_key_generate_params
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- Duration is null (permanent) — inherited from litellm default_key_generate_params
|
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- Set models: ["syslog-auto", "qwen3.6-35B-A3B", "qwen3.6-27B-code", "gemma-4-12b"]
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- Set models: ["syslog-auto", "qwen3.6-27B-code", "gemma-4-12b", "ornith-1.0-35b"]
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- Note: qwen3.6-35B-A3B removed from fleet (was never deployed on any GPU)
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- Return the new key
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- Return the new key
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5. **If action == "rotate"**:
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5. **If action == "rotate"**:
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||||||
- Generate new key with same alias (LiteLLM replaces the old key)
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- Generate new key with same alias (LiteLLM replaces the old key)
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|
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+45
-28
@@ -1,35 +1,50 @@
|
|||||||
---
|
---
|
||||||
kind: function
|
kind: function
|
||||||
name: litellm-health
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name: litellm-health
|
||||||
|
status: deprecated
|
||||||
|
deprecated_on: 2026-07-09
|
||||||
|
replaced_by: litellm-self-heal.prose.md
|
||||||
|
note: >
|
||||||
|
Consolidated into litellm-self-heal.prose.md to eliminate duplication
|
||||||
|
of architecture diagrams, GPU topology, timeout tables, and container
|
||||||
|
lists. Health check is now § Health Check within litellm-self-heal.
|
||||||
|
This file is retained for reference only — use litellm-self-heal instead.
|
||||||
description: >
|
description: >
|
||||||
Verifies the LiteLLM inference stack health. Current architecture (2026-06-30):
|
Verifies the LiteLLM inference stack health. Current architecture (2026-07-09):
|
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nginx:80 → LiteLLM:4000 → Router:9000(internal) → GPU(llama-server).
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nginx:80 → LiteLLM:4000 → GPU(llama-server) via direct proxy.
|
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Router runs as internal-only backend behind LiteLLM. GPU monitoring via
|
Router (harness-router :9000) is DEPRECATED — container still runs but
|
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Prometheus/Grafana and fleet dashboard.
|
is not in the request path. GPU monitoring via Prometheus/Grafana and
|
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fleet dashboard (gpu-monitor :9100).
|
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Designed as a reusable contract for any Syslog agent.
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Designed as a reusable contract for any Syslog agent.
|
||||||
|
|
||||||
|
Source of truth: gpu-fleet.prose.md
|
||||||
---
|
---
|
||||||
|
|
||||||
## Architecture (v3.2.0 — Layered: nginx → LiteLLM → Router → GPU)
|
## Architecture (v4.0.0 — Direct: nginx → LiteLLM → GPU)
|
||||||
|
|
||||||
```
|
```
|
||||||
Request → nginx:80 → LiteLLM:4000 → Router:9000(internal) → GPU(llama-server)
|
Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
|
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│ │
|
│
|
||||||
Key validation Model routing
|
Key validation
|
||||||
Fallback chains Slot booking
|
Fallback chains
|
||||||
Complexity router Circuit breakers
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Budget tracking
|
||||||
Budget tracking Redis-backed
|
│
|
||||||
│ │
|
Prometheus ← metrics
|
||||||
Prometheus ← metrics ←───┘
|
|
||||||
│
|
│
|
||||||
Grafana :3001
|
Grafana :3001
|
||||||
|
|
||||||
|
harness-router :9000 — DEPRECATED, container still runs but
|
||||||
|
NOT in request path. nginx routes /v1 → LiteLLM directly.
|
||||||
|
Router slot booking + circuit breakers replaced by
|
||||||
|
LiteLLM native fallbacks + timeouts.
|
||||||
```
|
```
|
||||||
|
|
||||||
**What changed (v3.1.0 → v3.2.0)**:
|
**What changed (v3.2.0 → v4.0.0 — 2026-07-08)**:
|
||||||
- Router is BACK — runs internally on :9000 behind LiteLLM
|
- Router REMOVED from request path — LiteLLM proxies directly to GPU
|
||||||
- nginx routes /v1/ and /admin/ → LiteLLM (not router directly)
|
- All GPUs at parallel 2 (was parallel 1)
|
||||||
- Router :9000 is 127.0.0.1-only, not publicly accessible
|
- NVIDIA context reduced 256K→128K to free VRAM
|
||||||
- GPU fleet dashboard: http://192.168.68.24:9100
|
- LiteLLM timeouts tuned: gemma 25→120s, qwen 40→90s
|
||||||
- Grafana: http://192.168.68.116:3001 (GPU dashboards via Prometheus)
|
- nginx proxy_read_timeout: 600s, LiteLLM request_timeout: 300s
|
||||||
|
|
||||||
## Parameters
|
## Parameters
|
||||||
|
|
||||||
@@ -55,27 +70,29 @@ Request → nginx:80 → LiteLLM:4000 → Router:9000(internal) → GPU(llama-se
|
|||||||
|
|
||||||
## GPU Fleet Topology
|
## GPU Fleet Topology
|
||||||
|
|
||||||
| Host | IP | Hardware | Models Served | Engine |
|
| Host | IP | Hardware | Models Served | Engine | Context | Parallel |
|
||||||
|------|-----|----------|---------------|--------|
|
|------|-----|----------|---------------|--------|---------|----------|
|
||||||
| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server Docker |
|
| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server systemd | 128K | 2 |
|
||||||
| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server Docker |
|
| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server systemd | 128K | 2 |
|
||||||
| amdpve | 192.168.68.15 | AMD Strix Halo (CPU) | ornith-1.0-35b (35B) | llama-server bare-metal |
|
| amdpve | 192.168.68.15 | AMD Strix Halo 64GB UMA | ornith-1.0-35b | llama-server systemd (Vulkan) | 256K | 2 |
|
||||||
|
|
||||||
## Model Fallback Chains (LiteLLM)
|
## Model Fallback Chains (LiteLLM)
|
||||||
|
|
||||||
| Primary | Timeout | Fallback | Timeout |
|
| Primary | Timeout | Fallback | Timeout |
|
||||||
|---------|---------|----------|---------|
|
|---------|---------|----------|---------|
|
||||||
| qwen3.6-27B-code | 45s | gemma-4-12b | 30s |
|
| qwen3.6-27B-code | 90s | gemma-4-12b | 120s |
|
||||||
| gemma-4-12b | 30s | qwen3.6-27B-code | 45s |
|
| gemma-4-12b | 120s | qwen3.6-27B-code | 90s |
|
||||||
| ornith-1.0-35b | 120s | qwen → gemma | — |
|
| ornith-1.0-35b | 120s | qwen → gemma | — |
|
||||||
| syslog-auto (balanced) | — | qwen → gemma | — |
|
| syslog-auto (balanced) | 90s | qwen → gemma | — |
|
||||||
|
|
||||||
|
> Global: request_timeout=300s, nginx proxy_read_timeout=600s
|
||||||
|
|
||||||
## Containers on CT 116
|
## Containers on CT 116
|
||||||
|
|
||||||
| Container | Image | Port | Health Check |
|
| Container | Image | Port | Health Check |
|
||||||
|-----------|-------|------|-------------|
|
|-----------|-------|------|-------------|
|
||||||
| harness-litellm | berriai/litellm:1.90.0-rc.1 | :4000→:4001 | /health/liveliness |
|
| harness-litellm | berriai/litellm:1.90.0-rc.1 | :4000→:4001 | /health/liveliness |
|
||||||
| harness-router | inference-harness-router | :9000 (127.0.0.1) | /health |
|
| harness-router | inference-harness-router | :9000 (127.0.0.1) | /health (DEPRECATED — not in path) |
|
||||||
| harness-nginx | nginx:alpine | :80 | HTTP 200 on /health |
|
| harness-nginx | nginx:alpine | :80 | HTTP 200 on /health |
|
||||||
| harness-postgres | postgres:16-alpine | :5432 | pg_isready |
|
| harness-postgres | postgres:16-alpine | :5432 | pg_isready |
|
||||||
| harness-redis | redis:7-alpine | :6379 | PING |
|
| harness-redis | redis:7-alpine | :6379 | PING |
|
||||||
|
|||||||
+176
-65
@@ -6,22 +6,90 @@ note: >
|
|||||||
Auto-remediation code was removed from the pi Zulip extension (retired 2026-07-04).
|
Auto-remediation code was removed from the pi Zulip extension (retired 2026-07-04).
|
||||||
This contract is now manual-only — triggers require explicit user request.
|
This contract is now manual-only — triggers require explicit user request.
|
||||||
Consider reimplementing as a standalone cron job or prose contract.
|
Consider reimplementing as a standalone cron job or prose contract.
|
||||||
|
|
||||||
|
Consolidated from litellm-health + litellm-self-heal on 2026-07-09 to eliminate
|
||||||
|
duplication of architecture diagrams, GPU topology, timeout tables, and container
|
||||||
|
lists. Health check is now § Health Check within this contract.
|
||||||
|
|
||||||
|
Source of truth for GPU topology and keys: gpu-fleet.prose.md
|
||||||
|
Last verified: 2026-07-09
|
||||||
description: >
|
description: >
|
||||||
Standing responsibility that monitors LiteLLM health and proactively
|
LiteLLM inference stack health monitoring + self-healing. Verifies the full
|
||||||
fixes common issues. Reports every action via Zulip DM and RA-H OS
|
nginx → LiteLLM → GPU chain, 8 containers on CT 116, 3 GPU hosts, model
|
||||||
knowledge graph for full audit trail.
|
inference, and agent keys. Applies remediation rules for common failures.
|
||||||
|
Reports every action via Zulip DM and RA-H OS knowledge graph.
|
||||||
---
|
---
|
||||||
|
|
||||||
|
# LiteLLM Operations — Health Check + Self-Heal
|
||||||
|
|
||||||
|
## Architecture (v4.0.0 — Direct: nginx → LiteLLM → GPU)
|
||||||
|
|
||||||
|
```
|
||||||
|
Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
|
||||||
|
│
|
||||||
|
Key validation
|
||||||
|
Fallback chains
|
||||||
|
Budget tracking
|
||||||
|
│
|
||||||
|
Prometheus ← metrics
|
||||||
|
│
|
||||||
|
Grafana :3001
|
||||||
|
|
||||||
|
harness-router :9000 — DEPRECATED, container still runs but
|
||||||
|
NOT in request path. nginx routes /v1 → LiteLLM directly.
|
||||||
|
Router slot booking + circuit breakers replaced by
|
||||||
|
LiteLLM native fallbacks + timeouts.
|
||||||
|
```
|
||||||
|
|
||||||
|
## Parameters
|
||||||
|
|
||||||
|
- public_url: string — Public LiteLLM URL (default: "https://litellm.sysloggh.net")
|
||||||
|
- backend_host: string — Internal CT host (default: "192.168.68.116")
|
||||||
|
- auth_host: string — Authentik OIDC server (default: "192.168.68.11")
|
||||||
|
- gpu_hosts: array — GPU inference hosts (default: ["192.168.68.8", "192.168.68.110", "192.168.68.15"])
|
||||||
|
- gpu_dashboard_url: string — Fleet dashboard (default: "http://192.168.68.24:9100")
|
||||||
|
- grafana_url: string — Grafana dashboards (default: "http://192.168.68.116:3001")
|
||||||
|
|
||||||
|
## GPU Fleet Topology
|
||||||
|
|
||||||
|
| Host | IP | Hardware | Models Served | Engine | Context | Parallel |
|
||||||
|
|------|-----|----------|---------------|--------|---------|----------|
|
||||||
|
| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server systemd | 128K | 2 |
|
||||||
|
| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server systemd | 128K | 2 |
|
||||||
|
| amdpve | 192.168.68.15 | AMD Strix Halo 64GB UMA | ornith-1.0-35b | llama-server systemd (Vulkan) | 256K | 2 |
|
||||||
|
|
||||||
|
## Model Fallback Chains (LiteLLM)
|
||||||
|
|
||||||
|
| Primary | Timeout | Fallback | Timeout |
|
||||||
|
|---------|---------|----------|---------|
|
||||||
|
| qwen3.6-27B-code | 90s | gemma-4-12b | 120s |
|
||||||
|
| gemma-4-12b | 120s | qwen3.6-27B-code | 90s |
|
||||||
|
| ornith-1.0-35b | 120s | qwen → gemma | — |
|
||||||
|
| syslog-auto (balanced) | 90s | qwen → gemma | — |
|
||||||
|
|
||||||
|
> Global: request_timeout=300s, nginx proxy_read_timeout=600s
|
||||||
|
|
||||||
|
## Containers on CT 116
|
||||||
|
|
||||||
|
| Container | Image | Port | Health Check |
|
||||||
|
|-----------|-------|------|-------------|
|
||||||
|
| harness-litellm | berriai/litellm:1.90.0-rc.1 | :4000→:4001 | /health/liveliness |
|
||||||
|
| harness-router | inference-harness-router | :9000 (127.0.0.1) | /health (DEPRECATED — not in path) |
|
||||||
|
| harness-nginx | nginx:alpine | :80 | HTTP 200 on /health |
|
||||||
|
| harness-postgres | postgres:16-alpine | :5432 | pg_isready |
|
||||||
|
| harness-redis | redis:7-alpine | :6379 | PING |
|
||||||
|
| harness-dashboard | inference-harness-dashboard | :3000 | /health |
|
||||||
|
| harness-grafana | grafana/grafana | :3000→:3001 | /api/health |
|
||||||
|
| harness-prometheus | prom/prometheus | :9090 | /-/healthy |
|
||||||
|
|
||||||
## Maintains
|
## Maintains
|
||||||
|
|
||||||
- litellm-admin-ui: { status: "healthy", last_check: timestamp }
|
- litellm-admin-ui: { status: "healthy", last_check: timestamp }
|
||||||
- litellm-api-docs: { status: "healthy", last_check: timestamp }
|
- litellm-api-docs: { status: "healthy", last_check: timestamp }
|
||||||
- litellm-containers: { status: "healthy", last_check: timestamp }
|
- litellm-containers: { status: "healthy", last_check: timestamp }
|
||||||
- litellm-oidc: { status: "healthy", last_check: timestamp }
|
- litellm-oidc: { status: "healthy", last_check: timestamp }
|
||||||
|
- litellm-gpu-fleet: { status: "healthy", models: int, alerts: array }
|
||||||
## Requires
|
- litellm-agent-keys: { count: int, valid: int }
|
||||||
|
|
||||||
- litellm-health:function
|
|
||||||
|
|
||||||
## Continuity
|
## Continuity
|
||||||
|
|
||||||
@@ -29,55 +97,48 @@ description: >
|
|||||||
- Also wakes on user request
|
- Also wakes on user request
|
||||||
- On failure: re-check after 30s, escalate after 3 consecutive failures
|
- On failure: re-check after 30s, escalate after 3 consecutive failures
|
||||||
|
|
||||||
## Reporting
|
---
|
||||||
|
|
||||||
Every remediation cycle produces a structured report in three channels:
|
## Health Check
|
||||||
|
|
||||||
### 1. RA-H OS Knowledge Graph Node
|
Run this first on every cycle. Results feed into remediation rules below.
|
||||||
Created as `[LEARN] litellm-self-heal: <run_id>` with:
|
|
||||||
- metadata: { type: "remediation", status: "fixed" | "escalated" | "healthy" }
|
|
||||||
- source: Full JSON report of the cycle
|
|
||||||
- description: Summary of what was found, fixed, and escalated
|
|
||||||
|
|
||||||
### 2. Zulip DM to Owner
|
### 1. Check public endpoints
|
||||||
Sent immediately for:
|
- GET {{public_url}}/ui/ → expect 200 ("LiteLLM Dashboard")
|
||||||
- `issues_fixed > 0` — "🛠 LiteLLM Self-Heal — Fix Applied"
|
- GET {{public_url}}/docs → expect 200 ("LiteLLM API - Swagger UI")
|
||||||
- `issues_escalated > 0` — "⚠ LiteLLM Self-Heal — Needs Your Attention"
|
|
||||||
- Every 10th clean cycle — "✅ All Clear (10 checks passed)"
|
|
||||||
|
|
||||||
### 3. Daily Digest (end of day)
|
### 2. Check LiteLLM health (no-auth)
|
||||||
A summary of the last 24 hours sent as a single Zulip DM:
|
- GET http://{{backend_host}}/litellm/health/liveliness → expect 200
|
||||||
```
|
|
||||||
📋 LiteLLM Self-Heal — Daily Digest (2026-06-26)
|
|
||||||
|
|
||||||
Total cycles: 288 (every 5 min)
|
### 3. Check backend container health
|
||||||
Issues found: 3
|
- SSH to {{backend_host}} → `docker ps` → verify 8 containers healthy
|
||||||
├─ Fixed automatically: 3 (nginx restart x2, docs fix x1)
|
- Critical: harness-litellm, harness-router, harness-nginx, harness-postgres
|
||||||
└─ Escalated: 0
|
- Monitoring: harness-redis, harness-dashboard, harness-grafana, harness-prometheus
|
||||||
|
|
||||||
Top actions:
|
### 4. Check GPU fleet health (via fleet dashboard)
|
||||||
• harness-nginx restarted — 2026-06-26 02:15
|
- GET {{gpu_dashboard_url}}/gpu-data → expect 200 with GPU metrics JSON
|
||||||
• DOCS_URL corrected — 2026-06-26 07:30
|
- Verify GPUs reporting status "healthy"
|
||||||
• harness-nginx restarted — 2026-06-26 14:46
|
- Check alerts array for active warnings/critical
|
||||||
|
|
||||||
Uptime: 23h 47m — All healthy now ✅
|
### 5. Check model inference via LiteLLM — test each model
|
||||||
```
|
- POST /v1/chat/completions model=gemma-4-12b → expect 200
|
||||||
|
- POST /v1/chat/completions model=qwen3.6-27B-code → expect 200
|
||||||
|
- POST /v1/chat/completions model=ornith-1.0-35b → expect 200
|
||||||
|
- Use master key for auth
|
||||||
|
|
||||||
### 4. Weekly Digest (every Monday)
|
### 6. Check agent keys
|
||||||
Same format as daily but covering 7 days. Sent to both Zulip DM and
|
- GET /key/list with master key → verify all 6 agents have keys
|
||||||
logged as a `[REPORT]` knowledge graph node for long-term trending.
|
|
||||||
|
|
||||||
### 5. Relay Message (if cross-agent)
|
### 7. Check Grafana
|
||||||
If a fix required another agent's help (e.g., Authentik restart), a relay
|
- GET {{grafana_url}}/api/health → expect 200
|
||||||
message is sent to the responsible agent with full context.
|
|
||||||
|
|
||||||
## GPU Fleet
|
### 8. Compile overall status
|
||||||
|
Determine overall_status from individual check results:
|
||||||
|
- "healthy" — all checks pass
|
||||||
|
- "degraded" — 1-2 non-critical checks fail
|
||||||
|
- "down" — critical checks fail
|
||||||
|
|
||||||
| Host | IP | Hardware | Models | Engine |
|
---
|
||||||
|------|-----|----------|--------|--------|
|
|
||||||
| amdpve | 192.168.68.15 | Strix Halo 64GB UMA | ornith-1.0-35b (16t, 262K ctx) | llama-server :8080 |
|
|
||||||
| llm-gpu | 192.168.68.8 | RTX 3090 24GB | qwen3.6-27B-code | llama-server :8080 |
|
|
||||||
| ocu-llm | 192.168.68.110 | RTX 5070 12GB | gemma-4-12b | llama-server :8080 |
|
|
||||||
|
|
||||||
## Remediation Rules
|
## Remediation Rules
|
||||||
|
|
||||||
@@ -105,39 +166,89 @@ Detect → test prompt via LiteLLM returns non-200
|
|||||||
Fix → restart llama-server on GPU host → verify
|
Fix → restart llama-server on GPU host → verify
|
||||||
Escalate → after 2 failed restarts
|
Escalate → after 2 failed restarts
|
||||||
|
|
||||||
### Rule 7: Router Returns 503 (All GPUs Saturated)
|
### Rule 7: Router Returns 503 (All GPUs Saturated) — DEPRECATED
|
||||||
Detect → router logs show QUEUE_TIMEOUT with GPUs idle
|
Router is no longer in the request path (2026-07-08). LiteLLM proxies
|
||||||
Root cause → roster not loaded at startup (empty TIER_MODELS)
|
directly to GPU. This rule is retained for reference but is inactive.
|
||||||
Fix → POST /admin/roster/reload (if endpoint available) or restart router
|
If 503 errors occur, check LiteLLM timeouts and GPU health directly.
|
||||||
Permanent fix → add load_roster() to router startup code
|
|
||||||
Escalate → if reload doesn't resolve within 2 min
|
|
||||||
|
|
||||||
### Rule 8: Agent Keys Invalid (401)
|
### Rule 8: Agent Keys Invalid (401)
|
||||||
Detect → agents report auth errors
|
Detect → agents report auth errors
|
||||||
Root cause → keys in router env var, not in LiteLLM DB
|
Root cause → keys not in LiteLLM DB
|
||||||
Fix → generate keys in LiteLLM via /key/generate → update /etc/environment on agent hosts
|
Fix → generate keys in LiteLLM via /key/generate → update /etc/environment on agent hosts
|
||||||
Escalate → if SSH access unavailable, send Zulip DM
|
Escalate → if SSH access unavailable, send Zulip DM
|
||||||
|
|
||||||
### Rule 9: Stale Active Counter in Redis
|
### Rule 9: Stale Active Counter in Redis — DEPRECATED
|
||||||
Detect → active:<model> > 0 while GPU idle
|
Router no longer in path so Redis active counters are unused. Rule retained
|
||||||
Fix → `redis-cli DEL active:<model>` → restart router
|
for reference but inactive. If Redis issues occur, check harness-redis container.
|
||||||
Prevent → add TTL to active keys in router code
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Reporting
|
||||||
|
|
||||||
|
Every remediation cycle produces a structured report:
|
||||||
|
|
||||||
|
### 1. RA-H OS Knowledge Graph Node
|
||||||
|
Created as `[LEARN] litellm-self-heal: <run_id>` with full JSON report.
|
||||||
|
|
||||||
|
### 2. Zulip DM to Owner
|
||||||
|
- `issues_fixed > 0` — "🛠 LiteLLM Self-Heal — Fix Applied"
|
||||||
|
- `issues_escalated > 0` — "⚠ LiteLLM Self-Heal — Needs Your Attention"
|
||||||
|
- Every 10th clean cycle — "✅ All Clear (10 checks passed)"
|
||||||
|
|
||||||
|
### 3. Daily Digest (end of day)
|
||||||
|
Summary of last 24 hours: total cycles, issues found/fixed/escalated,
|
||||||
|
top actions, uptime.
|
||||||
|
|
||||||
|
### 4. Relay Message (if cross-agent)
|
||||||
|
If a fix requires another agent (e.g., Authentik restart), relay sent
|
||||||
|
to responsible agent with full context.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
## Execution
|
## Execution
|
||||||
|
|
||||||
1. Run health check
|
```prose
|
||||||
2. Apply remediation for each failure
|
-- Phase 1: Health Check
|
||||||
3. **Generate report** with all actions taken
|
let health = call health-check
|
||||||
4. **Log to knowledge graph** — create `[LEARN]` node
|
public_url: public_url
|
||||||
5. **Notify user** via Zulip DM if anything changed
|
backend_host: backend_host
|
||||||
6. Wait 300s and repeat
|
gpu_dashboard_url: gpu_dashboard_url
|
||||||
|
grafana_url: grafana_url
|
||||||
|
|
||||||
|
-- Phase 2: Apply remediation for each failure
|
||||||
|
let actions = []
|
||||||
|
for check in health.failed:
|
||||||
|
let fix = apply-remediation-rule
|
||||||
|
rule: lookup-rule(check.name)
|
||||||
|
target: check.target
|
||||||
|
push actions fix
|
||||||
|
|
||||||
|
-- Phase 3: Generate report
|
||||||
|
call report-generator
|
||||||
|
health: health
|
||||||
|
actions: actions
|
||||||
|
|
||||||
|
-- Phase 4: Log to knowledge graph
|
||||||
|
call kg-logger
|
||||||
|
run_id: run_id
|
||||||
|
health: health
|
||||||
|
actions: actions
|
||||||
|
|
||||||
|
-- Phase 5: Notify if anything changed
|
||||||
|
if actions.length > 0:
|
||||||
|
call zulip-notifier
|
||||||
|
actions: actions
|
||||||
|
health: health
|
||||||
|
|
||||||
|
-- Wait 300s and repeat
|
||||||
|
```
|
||||||
|
|
||||||
## Audit Trail Format
|
## Audit Trail Format
|
||||||
|
|
||||||
```json
|
```json
|
||||||
{
|
{
|
||||||
"run_id": "self-heal-20260626-001",
|
"run_id": "self-heal-20260709-001",
|
||||||
"timestamp": "2026-06-26T14:00:00Z",
|
"timestamp": "2026-07-09T14:00:00Z",
|
||||||
"duration_ms": 1234,
|
"duration_ms": 1234,
|
||||||
"checks_passed": 7,
|
"checks_passed": 7,
|
||||||
"checks_failed": 0,
|
"checks_failed": 0,
|
||||||
@@ -151,7 +262,7 @@ Prevent → add TTL to active keys in router code
|
|||||||
With failures:
|
With failures:
|
||||||
```json
|
```json
|
||||||
{
|
{
|
||||||
"run_id": "self-heal-20260626-002",
|
"run_id": "self-heal-20260709-002",
|
||||||
"issues_found": 1,
|
"issues_found": 1,
|
||||||
"issues_fixed": 1,
|
"issues_fixed": 1,
|
||||||
"actions": [
|
"actions": [
|
||||||
|
|||||||
@@ -30,6 +30,12 @@ declare -A CT_NODES=(
|
|||||||
# acerpve (192.168.68.9)
|
# acerpve (192.168.68.9)
|
||||||
[102]=acerpve # adguard
|
[102]=acerpve # adguard
|
||||||
# ocupve (192.168.68.5) — no CTs (bare metal GPU .110)
|
# ocupve (192.168.68.5) — no CTs (bare metal GPU .110)
|
||||||
|
#
|
||||||
|
# REMOVED CTs (migrated to bare metal, decommissioned, or VMs):
|
||||||
|
# 101 llm-gpu → bare metal 192.168.68.8 (RTX 3090)
|
||||||
|
# 103 ocu-llm → bare metal 192.168.68.110 (RTX 5070)
|
||||||
|
# 109 docker-vm → KVM VM 192.168.68.7 (use direct SSH)
|
||||||
|
# 118 jitsi → stopped, not in service
|
||||||
)
|
)
|
||||||
|
|
||||||
# Each node must be root-accessible via SSH hostname
|
# Each node must be root-accessible via SSH hostname
|
||||||
|
|||||||
Reference in New Issue
Block a user