Merged PR #50: fix/gpu-dense-docs
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root
2026-08-30 12:16:39 +00:00
parent 79af0ae7a3
commit 2dfc3e1530
15 changed files with 227 additions and 72 deletions
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@@ -1,4 +1,6 @@
--- ---
report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
kind: function kind: function
name: abiba-zulip-restore name: abiba-zulip-restore
description: > description: >
@@ -11,6 +13,7 @@ version: 1.0.0
status: active status: active
runtime_contract: 2 runtime_contract: 2
--- ---
---
# Abiba Zulip Restore — Resume pi Zulip Communication # Abiba Zulip Restore — Resume pi Zulip Communication
@@ -304,6 +307,7 @@ module.exports = {
}; };
``` ```
---
--- ---
**Last verified good state**: 2026-07-13 — Extension v2 running via `pi --mode rpc`, health endpoint :9200 returning `{status:"ok",connected:true}`, queue a669f21e. **Last verified good state**: 2026-07-13 — Extension v2 running via `pi --mode rpc`, health endpoint :9200 returning `{status:"ok",connected:true}`, queue a669f21e.
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@@ -1867,3 +1867,73 @@ contracts:
last_run: null last_run: null
last_status: null last_status: null
drift_alerts: [] drift_alerts: []
# Koby Report-Only Registry (2026-08-17 — Captain)
# ⛔ KOBY IS NEVER REPAIRED — detect + report, never fix on .129
koby_report_only: true
koby_host: "CT 111 (tdunna)"
koby_ip: ".129"
koby_user: "Theo"
# Contracts that should be Koby-aware (detect only, no heal path)
koby_aware_contracts:
- name: pm2-self-heal
path: pm2-self-heal.prose.md
koby_action: skip_heal
koby_note: "Koby PM2 processes reported to Zulip, never auto-restarted on .129"
- name: zulip-health
path: zulip-health.prose.md
koby_action: skip_heal
koby_note: "Koby Zulip bridge issues reported to Zulip, never repaired on .129"
- name: hermes-zulip-restore
path: hermes-zulip-restore.prose.md
koby_action: skip_heal
koby_note: "Koby Zulip restoration skipped, only diagnostic alerts"
- name: abiba-zulip-restore
path: abiba-zulip-restore.prose.md
koby_action: skip_heal
koby_note: "Abiba-Zulip restoration not applicable to Koby"
- name: litellm-self-heal
path: litellm-self-heal.prose.md
koby_action: skip_heal
koby_note: "Koby LiteLLM issues reported, never fixed on .129"
- name: disk-gc-threat-response
path: disk-gc-threat-response.prose.md
koby_action: skip_heal
koby_note: "Koby disk GC threats reported, never executed on .129"
- name: memory-fixer
path: memory-fixer.prose.md
koby_action: skip_heal
koby_note: "Koby memory issues reported, never fixed on .129"
- name: memory-audit-maintenance
path: memory-audit-maintenance.prose.md
koby_action: skip_heal
koby_note: "Koby memory audits reported, never performed on .129"
- name: gpu-self-heal
path: gpu-self-heal.prose.md
koby_action: skip_heal
koby_note: "Koby GPU issues reported, never fixed on .129"
- name: gpu-monitor
path: gpu-monitor.prose.md
koby_action: skip_heal
koby_note: "Koby GPU monitoring reports only, never repairs on .129"
- name: agent-health-check
path: agent-health-check.prose.md
koby_action: skip_heal
koby_note: "Koby agent health checks reported, never repairs on .129"
# Scripts that should skip Koby
koby_aware_scripts:
- name: agent-health-check.py
path: scripts/agent-health-check.py
koby_action: skip_heal
koby_note: "Script should only run diagnostics on Koby, not repairs"
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@@ -1,4 +1,6 @@
--- ---
report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
kind: responsibility kind: responsibility
name: disk-gc-threat-response name: disk-gc-threat-response
description: > description: >
@@ -11,6 +13,7 @@ description: >
id: 067NV8KJ03ZG71S44N41F31022 id: 067NV8KJ03ZG71S44N41F31022
version: 1.0.0 version: 1.0.0
--- ---
---
# Disk GC & Threat Response # Disk GC & Threat Response
+6 -25
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@@ -14,9 +14,6 @@ description: >
Instability observed near 100K at 256K (now all GPUs at 128K). 128K is the stable ceiling. Instability observed near 100K at 256K (now all GPUs at 128K). 128K is the stable ceiling.
For larger context needs → fall back to external providers (deepseek). For larger context needs → fall back to external providers (deepseek).
VRAM headroom improved: RTX 3090 ~70%, RTX 5070 ~65%. VRAM headroom improved: RTX 3090 ~70%, RTX 5070 ~65%.
UPDATED 2026-08-15: gpu-dense swapped to Qwen3.8-27B-Uncensored-Q4_K_M
(~16.8GB, 128K ctx, --spec-type draft-mtp (v2)). Served on .8:8080 under the legacy
alias qwen3.6-27B-code for LiteLLM routing continuity. Replaces SmartCode-Fable-5-27B.
agent: abiba agent: abiba
triggers: triggers:
- on model add/remove - on model add/remove
@@ -74,7 +71,7 @@ triggers:
│ RTX 3090 │ │ RTX 5070 │ │ Strix Halo│ │ GPU Monitor │ │ RTX 3090 │ │ RTX 5070 │ │ Strix Halo│ │ GPU Monitor │
│ 24GB │ │ 12GB │ │ 64GB UMA │ │ :9100 │ │ 24GB │ │ 12GB │ │ 64GB UMA │ │ :9100 │
│ 128K ctx │ │ 128K ctx │ │ 128K ctx │ │ Watchdog │ │ 128K ctx │ │ 128K ctx │ │ 128K ctx │ │ Watchdog │
│ qwen3.6 │ │ gemma-4-12b │ │ qwen3.6 │ │ Prometheus │ │ qwen3.6 │ │ Qwen3.5-9B │ │ qwen3.5 │ │ Prometheus │
│ 27B-code │ │ :8080 │ │ -35B-udq4 │ │ exporter │ │ 27B-code │ │ :8080 │ │ -35B-udq4 │ │ exporter │
│ :8080 │ │ :9400 (exp) │ │ :9400(exp)│ │ :9401 │ │ :8080 │ │ :9400 (exp) │ │ :9400(exp)│ │ :9401 │
│ :9400 │ └─────────────┘ └───────────┘ └──────────────┘ │ :9400 │ └─────────────┘ └───────────┘ └──────────────┘
@@ -92,16 +89,13 @@ When a model is swapped on a GPU, ONLY the infrastructure layer changes — agen
| `gpu-dense` | RTX 3090 (.8) | Qwen3.8-27B-Uncensored-Q4_K_M | Whatever runs on RTX 3090 | | `gpu-dense` | RTX 3090 (.8) | Qwen3.8-27B-Uncensored-Q4_K_M | Whatever runs on RTX 3090 |
| `gpu-light` | RTX 5070 (.110) | gemma-4-12b | Whatever runs on RTX 5070 | | `gpu-light` | RTX 5070 (.110) | gemma-4-12b | Whatever runs on RTX 5070 |
**Backward compatibility**: Old model-specific names (qwen3.6-27B-code, gemma-4-12b, qwen3.6-35B-udq4) still work **Backward compatibility**: Old model-specific names (qwen3.6-27B-code, gemma-4-12b, qwen3.5-9b-it) still work
but are deprecated for agent configs. Only the stable aliases survive model swaps. but are deprecated for agent configs. Only the stable aliases survive model swaps.
## Current Model Assignments (2026-07-15) ## Current Model Assignments (2026-07-15)
| Model | GPU | Host | VRAM | Ctx | KV Cache | Parallel | Batch/Ubatch | Status | | Model | GPU | Host | VRAM | Ctx | KV Cache | Parallel | Batch/Ubatch | Status |
|-------|-----|------|------|-----|----------|----------|-------------|--------| |-------|-----|------|------|-----|----------|----------|-------------|--------|
| Qwen3.8-27B-Uncensored-Q4_K_M | RTX 3090 | .8 (llm-gpu) | ~16.8/24.6GB | **128K** | turbo4 | 1 | 2048/1024 | ✅ healthy |
| gemma-4-12b | RTX 5070 | .110 (ocu-llm) | ~7.8/12.2GB (65%) | 128K | q4_0 | 2 | 2048/1024 | ✅ healthy |
| qwen3.6-35B-udq4 | Strix Halo Vulkan | .15 (amdpve) | ~22GB/64GB | 128K | q4_0 | 1 | 4096/1024 | ✅ 65 tok/s |
## Routing Configuration (LiteLLM — July 2026) ## Routing Configuration (LiteLLM — July 2026)
@@ -110,8 +104,6 @@ but are deprecated for agent configs. Only the stable aliases survive model swap
| Model | GPU | Weight | RPM Cap | Timeout | | Model | GPU | Weight | RPM Cap | Timeout |
|-------|-----|--------|---------|---------| |-------|-----|--------|---------|---------|
| Qwen3.8-27B-Uncensored-Q4_K_M | RTX 3090 (.8:8080) | **0.55** | 500 | **300s** | | Qwen3.8-27B-Uncensored-Q4_K_M | RTX 3090 (.8:8080) | **0.55** | 500 | **300s** |
| qwen3.6-35B-udq4 | Strix Halo (.15:8080) | **0.30** | 60 | **300s** |
| gemma-4-12b | RTX 5070 (.110:8080) | **0.15** | 200 | **120s** |
Note: All syslog-auto entries route directly to GPUs with `api_key: not-needed`. The router (port 9000) is NOT in the inference path. Note: All syslog-auto entries route directly to GPUs with `api_key: not-needed`. The router (port 9000) is NOT in the inference path.
@@ -119,9 +111,6 @@ Note: All syslog-auto entries route directly to GPUs with `api_key: not-needed`.
| Model | RPM Cap | Notes | | Model | RPM Cap | Notes |
|-------|---------|-------| |-------|---------|-------|
| strix-moe (qwen3.6-35B-udq4) | 40 | Tight cap — prevents Strix overload |
| Qwen3.8-27B-Uncensored-Q4_K_M | 500 | High cap — primary workhorse (replaces qwen3.6-27B-code) |
| gemma-4-12b | 500 | High cap — IQ4_NL+MTP, 122 tok/s |
### Stable Aliases (for agent configs — never change) ### Stable Aliases (for agent configs — never change)
@@ -192,7 +181,7 @@ Show full fleet status: GPUs, models, VRAM, context windows, parallel slots, act
3. Check LiteLLM: `curl http://192.168.68.116/health` (expect "I'm alive!") 3. Check LiteLLM: `curl http://192.168.68.116/health` (expect "I'm alive!")
4. Check LiteLLM models: `curl -H "Authorization: Bearer $MASTER_KEY" http://192.168.68.116/v1/models` 4. Check LiteLLM models: `curl -H "Authorization: Bearer $MASTER_KEY" http://192.168.68.116/v1/models`
5. Check LiteLLM timeouts: `grep -n 'timeout:' /opt/inference-harness/litellm_config.yaml` 5. Check LiteLLM timeouts: `grep -n 'timeout:' /opt/inference-harness/litellm_config.yaml`
- gemma-4-12b: 120s, qwen3.6-27B-code: 300s, qwen3.6-35B-udq4/strix-moe: 300s (strix-moe does NOT exist — legacy name, do not use) - Qwen3.5-9B: 120s, qwen3.6-27B-code: 300s, Carnice-Qwen3.6-MoE-35B-A3B/strix-moe: 300s (strix-moe alias retained, legacy name qwen3.6-35B-udq4 deprecated)
- global request_timeout: 300s, nginx proxy_read_timeout: 600s - global request_timeout: 300s, nginx proxy_read_timeout: 600s
6. Check AMD metrics: `curl http://192.168.68.15:9400/metrics` (Radeon 8060S, util%, VRAM, temp, power) 6. Check AMD metrics: `curl http://192.168.68.15:9400/metrics` (Radeon 8060S, util%, VRAM, temp, power)
7. Check port conflicts: verify only one llama-server on :8080 per host 7. Check port conflicts: verify only one llama-server on :8080 per host
@@ -249,14 +238,6 @@ If no SSH access, send Zulip DM via abiba-bot with vault update instructions.
- **Router startup race**: Compose router.py doesn't call load_roster(). Reload thread sleeps 30s first. - **Router startup race**: Compose router.py doesn't call load_roster(). Reload thread sleeps 30s first.
Fix: trigger roster reload via SSH after restart, or rebuild image with startup load_roster(). Fix: trigger roster reload via SSH after restart, or rebuild image with startup load_roster().
- **LiteLLM /metrics**: Requires auth. Prometheus uses `/health/liveliness` as workaround. - **LiteLLM /metrics**: Requires auth. Prometheus uses `/health/liveliness` as workaround.
- **VRAM (2026-07-15)**: RTX 3090 at ~17/24.6GB (~70%) with **128K context** (reduced from 256K 2026-07-17). RTX 5070 at ~7.8/12.2GB (~65%) with 128K context + MTP. Strix Halo at ~7GB/64GB.
- **RTX 3090 (2026-08-15)**: Swapped to Qwen3.8-27B-Uncensored-Q4_K_M (~16.8GB, replaced
SmartCode-Fable-5-27B-UD-Q3_K_XL). Service: `/home/llmuser/llama-fable-wrapper.sh`.
Served under alias `qwen3.6-27B-code` for LiteLLM routing continuity.
- **RTX 5070 config (2026-07-15)**: Switched to IQ4_NL + MTP draft (Q8_0) at 128K context. Gen speed: 122 tok/s. VRAM: ~7.8/12.2GB (~65%). Service: `/home/llmuser/llama-wrapper.sh`. Config: `--model gemma-4-12b-it-IQ4_NL.gguf --spec-draft-model gemma-4-12b-it-Q8_0-MTP.gguf --spec-type draft-mtp --spec-draft-n-max 4 --ctx-size 131072`.
- **LiteLLM timeout tuning (verified 2026-08-16)**: Qwen3.8-27B (alias qwen3.6-27B-code)
300s, gemma-4-12b 120s, qwen3.6-35B-udq4 300s, strix-moe 300s, syslog-auto routes all
300s. Nginx proxy_read_timeout: 600s. Global request_timeout: 300s.
- **Strix Halo GPU**: Vulkan is the working backend (ROCm/HIP path abandoned — HSA runtime blocked on Debian 13). Build at `/root/llama.cpp/build-vk/`, commit `4fc4ec5` (2026-07-01), ggml 0.15.3 shared-lib arch. Mesa RADV 25.0.7, KHR_coopmat fast path active. ~70 tok/s gen, 532 tok/s prompt. Service: `strix-server.service` on port 8080, model: `qwen3.6-35B-udq4`, alias `strix-moe`, 128K context, flash-attn + q4 KV, multimodal (mmproj loaded). - **Strix Halo GPU**: Vulkan is the working backend (ROCm/HIP path abandoned — HSA runtime blocked on Debian 13). Build at `/root/llama.cpp/build-vk/`, commit `4fc4ec5` (2026-07-01), ggml 0.15.3 shared-lib arch. Mesa RADV 25.0.7, KHR_coopmat fast path active. ~70 tok/s gen, 532 tok/s prompt. Service: `strix-server.service` on port 8080, model: `qwen3.6-35B-udq4`, alias `strix-moe`, 128K context, flash-attn + q4 KV, multimodal (mmproj loaded).
- **Port conflict detection (2026-07-05)**: All 3 GPU wrappers now detect ghost processes squatting port 8080 before starting. `.8` and `.110` use inline pre-start check in `llama-wrapper.sh`; `.15` uses `/usr/local/bin/port-cleanup.sh` ExecStartPre. Replaces the blanket `pkill -9 -x llama-server` on .15 which would kill ALL llama-server instances regardless of port. Ghost detection was the root cause of .8 crash-looping for 27+ restarts (stale pid 25836 squatting 8080 after OOM kill). - **Port conflict detection (2026-07-05)**: All 3 GPU wrappers now detect ghost processes squatting port 8080 before starting. `.8` and `.110` use inline pre-start check in `llama-wrapper.sh`; `.15` uses `/usr/local/bin/port-cleanup.sh` ExecStartPre. Replaces the blanket `pkill -9 -x llama-server` on .15 which would kill ALL llama-server instances regardless of port. Ghost detection was the root cause of .8 crash-looping for 27+ restarts (stale pid 25836 squatting 8080 after OOM kill).
- **Strix Halo thermal safeguard (2026-07-02)**: `strix-server.service` has `-n 8192` (hard generation cap per request). Without it, `--predict` defaults to -1 (infinity) — a runaway request from .123 (old Mumuni CT114 — now inside Abiba CT100 at .24) decoded 39,868 tokens over 24 min, pushing Tctl to 98°C (crit 89.8°C) and throttling 70→29 t/s. The cap bounds worst-case generation to ~5 min. Do NOT remove `-n` without a replacement ceiling. Sustained load hits ~84°C even at 92s; the APU is fanless/low-flow. Clients MUST also set `max_tokens`. - **Strix Halo thermal safeguard (2026-07-02)**: `strix-server.service` has `-n 8192` (hard generation cap per request). Without it, `--predict` defaults to -1 (infinity) — a runaway request from .123 (old Mumuni CT114 — now inside Abiba CT100 at .24) decoded 39,868 tokens over 24 min, pushing Tctl to 98°C (crit 89.8°C) and throttling 70→29 t/s. The cap bounds worst-case generation to ~5 min. Do NOT remove `-n` without a replacement ceiling. Sustained load hits ~84°C even at 92s; the APU is fanless/low-flow. Clients MUST also set `max_tokens`.
@@ -272,7 +253,6 @@ If no SSH access, send Zulip DM via abiba-bot with vault update instructions.
| GPU | Model | Gen tok/s | Prompt tok/s | Baseline | Context | | GPU | Model | Gen tok/s | Prompt tok/s | Baseline | Context |
|-----|-------|-----------|--------------|----------|---------| |-----|-------|-----------|--------------|----------|---------|
| RTX 3090 (.8) | Qwen3.8-27B-Uncensored-Q4_K_M | **TBD** | — | — | **128K** | | RTX 3090 (.8) | Qwen3.8-27B-Uncensored-Q4_K_M | **TBD** | — | — | **128K** |
| RTX 5070 (.110) | gemma-4-12b (IQ4_NL+MTP) | **191** | — | — | **128K** |
| Strix Halo (.15) | qwen3.6-35B-udq4 | **65** | 140 | — | **128K** | | Strix Halo (.15) | qwen3.6-35B-udq4 | **65** | 140 | — | **128K** |
Benchmarks from 2026-07-17. Strix Halo model: qwen3.6-35B-udq4. RTX 5070 MTP provides 2.7x speedup over pre-upgrade 70 tok/s. Benchmarks from 2026-07-17. Strix Halo model: qwen3.6-35B-udq4. RTX 5070 MTP provides 2.7x speedup over pre-upgrade 70 tok/s.
@@ -299,7 +279,8 @@ When the underlying model is swapped, only the LiteLLM config changes — agent
### Context Windows ### Context Windows
- RTX 3090: **128K** (reduced from 256K 2026-07-17) | RTX 5070: **128K** (reduced from 256K) | Strix Halo: **128K** - RTX 3090: **128K** (reduced from 256K 2026-07-17) | RTX 5070: **128K** (reduced from 256K) | Strix Halo: **128K**
- **All agents**: 128K ceiling — stable margin. For >128K workloads, use external providers (deepseek) - **All agents**: 128K ceiling — stable margin. For >128K workloads, use external providers (deepseek)
- Compression threshold 0.65: fires at ~85K (~43K headroom before 128K ceiling) - Compression threshold 0.60: fires at ~77K (~51K headroom before 128K ceiling)
- **Pi agents (Abiba)**: `compaction.reserveTokens: 52739` (≈60% of 128K)
- Mumuni compression model alias: `strix-moe` with 300s timeout - Mumuni compression model alias: `strix-moe` with 300s timeout
### Mumuni Agent Profile ### Mumuni Agent Profile
@@ -316,7 +297,7 @@ Mumuni (kagentz CT105, 192.168.68.14 — migrated from CT100 2026-08-29) is the
| `aux.web_extract.model` | `gpu-light` | Web extraction | | `aux.web_extract.model` | `gpu-light` | Web extraction |
| `delegation.model` | `gpu-dense` | Sub-agent reasoning (RTX 3090) | | `delegation.model` | `gpu-dense` | Sub-agent reasoning (RTX 3090) |
| `context.max_context_window` | 131072 (128K) | Reduced from 256K 2026-07-17 — stable 128K ceiling | | `context.max_context_window` | 131072 (128K) | Reduced from 256K 2026-07-17 — stable 128K ceiling |
| `compression.threshold` | 0.65 | Triggers at ~85K | | `compression.threshold` | 0.60 | Triggers at ~77K (~60% of 128K) — optimized for 128K context |
| `compression.target_ratio` | 0.3 | Compresses to ~38K | | `compression.target_ratio` | 0.3 | Compresses to ~38K |
| `compression.protect_last_n` | 40 | Preserves last 40 messages | | `compression.protect_last_n` | 40 | Preserves last 40 messages |
| `memory.memory_char_limit` | 800 | Brief memory entries | | `memory.memory_char_limit` | 800 | Brief memory entries |
+9 -4
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@@ -1,4 +1,6 @@
--- ---
report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
kind: responsibility kind: responsibility
name: gpu-self-heal name: gpu-self-heal
description: > description: >
@@ -16,6 +18,7 @@ depends_on:
- gpu-monitor.prose.md (live data source on .24:9100) - gpu-monitor.prose.md (live data source on .24:9100)
- gpu-fleet.prose.md (source of truth for topology, aliases, model assignments) - gpu-fleet.prose.md (source of truth for topology, aliases, model assignments)
--- ---
---
## Maintains ## Maintains
@@ -38,20 +41,19 @@ depends_on:
- On fix: verify with benchmark inference test before declaring resolved - On fix: verify with benchmark inference test before declaring resolved
- Escalate: after 3 failed remediation attempts → Zulip #agent-hub alert - Escalate: after 3 failed remediation attempts → Zulip #agent-hub alert
---
--- ---
## Current Fleet Baseline (2026-07-18) ## Current Fleet Baseline (2026-07-18)
| Alias | GPU | Host | Model | VRAM | Ctx | tok/s | Role | | Alias | GPU | Host | Model | VRAM | Ctx | tok/s | Role |
|-------|-----|------|-------|------|-----|-------|------| |-------|-----|------|-------|------|-----|-------|------|
| `gpu-dense` | RTX 3090 24GB | ct8 (.8:8080) | Qwen3.8-27B-Uncensored-Q4_K_M (alias qwen3.6-27B-code) | ~16.8/24.6GB | 128K | — | Heavy reasoning, code gen |
| `gpu-light` | RTX 5070 12GB | ct110 (.110:8080) | HauhauCS Gemma4-12B QAT Q4_K_M + MTP draft | 10.1/12.2GB (83%) | 128K | 169.6 | Vision, web extract, light tasks |
| `strix-moe` | Strix Halo 64GB | ct15 (.15:8080) | qwen3.6-35B-udq4 | ~10/64GB (16%) | 128K | 62.9 | Compression, summarization, long docs | | `strix-moe` | Strix Halo 64GB | ct15 (.15:8080) | qwen3.6-35B-udq4 | ~10/64GB (16%) | 128K | 62.9 | Compression, summarization, long docs |
Key notes: Key notes:
- All models use direct GPU routing via LiteLLM (`api_key: not-needed`). Router (port 9000) is deprecated and NOT in the inference path. - All models use direct GPU routing via LiteLLM (`api_key: not-needed`). Router (port 9000) is deprecated and NOT in the inference path.
- Stable aliases (gpu-dense, gpu-light, strix-moe) from gpu-fleet are the canonical names for agent configs. Model-specific names still work but are deprecated. - Stable aliases (gpu-dense, gpu-light, strix-moe) from gpu-fleet are the canonical names for agent configs. Model-specific names still work but are deprecated.
- RTX 5070 tok/s is 2.3x faster than RTX 3090 for its model — gpu-light is the fastest endpoint. Route vision/web/light work there first. - RTX 5070 tok/s is ~145 for Qwen3.5-9B — gpu-light is the fastest endpoint. Route vision/web/light work there first. NOTE: Qwen3.5-9B is multimodal (image+text), NOT text-only like gemma-4-12b was.
- Strix Halo is 62.9 tok/s (89% of 70.5 baseline) — below optimal but stable. Check for competing workloads. - Strix Halo is 62.9 tok/s (89% of 70.5 baseline) — below optimal but stable. Check for competing workloads.
- RTX 3090 VRAM at 88% — within role-appropriate range (role = heavy reasoning, needs the headroom). - RTX 3090 VRAM at 88% — within role-appropriate range (role = heavy reasoning, needs the headroom).
- RTX 5070 VRAM at 83% — role-appropriate for vision/web (smaller batch sizes). - RTX 5070 VRAM at 83% — role-appropriate for vision/web (smaller batch sizes).
@@ -156,7 +158,7 @@ Key notes:
- **Detect**: GPU roles misaligned with hardware capabilities - **Detect**: GPU roles misaligned with hardware capabilities
- **Target distribution**: - **Target distribution**:
- RTX 3090 (gpu-dense, 24GB, 74.9 tok/s) → Heavy reasoning, code gen, long conversations (slowest per-token but largest context capacity). Weight: 0.55 (LiteLLM). - RTX 3090 (gpu-dense, 24GB, 74.9 tok/s) → Heavy reasoning, code gen, long conversations (slowest per-token but largest context capacity). Weight: 0.55 (LiteLLM).
- RTX 5070 (gpu-light, 12GB, 169.6 tok/s) → Vision/image, web search, lightweight tasks (2.3x faster than 3090 per token). Weight: 0.15 (LiteLLM). - RTX 5070 (gpu-light, 12GB, ~145 tok/s) → Vision (image+text), web search, lightweight tasks. Weight: 0.15 (LiteLLM).
- Strix Halo (strix-moe, 64GB, 62.9 tok/s) → Context compression, summarization, long docs (MoE model). Weight: 0.30 (LiteLLM). - Strix Halo (strix-moe, 64GB, 62.9 tok/s) → Context compression, summarization, long docs (MoE model). Weight: 0.30 (LiteLLM).
- **Note**: RTX 5070 is the fastest endpoint per token. Route high-volume, low-complexity work there first. - **Note**: RTX 5070 is the fastest endpoint per token. Route high-volume, low-complexity work there first.
- **Fix**: - **Fix**:
@@ -166,6 +168,7 @@ Key notes:
- **Verify**: Each GPU's request pattern matches its designated role within 24h - **Verify**: Each GPU's request pattern matches its designated role within 24h
- **Escalate**: If role mismatch persists >48h → agent alias audit needed - **Escalate**: If role mismatch persists >48h → agent alias audit needed
---
--- ---
## Execution ## Execution
@@ -247,6 +250,7 @@ call update-gpu-health
} }
``` ```
---
--- ---
## Reporting ## Reporting
@@ -263,6 +267,7 @@ Pushed to `SyslogSolution/health-logs/gpu/{run_id}.json` — versioned, searchab
- Per-GPU tok/s trend over 7 days - Per-GPU tok/s trend over 7 days
- Regression alerts if any GPU degrades >10% week-over-week - Regression alerts if any GPU degrades >10% week-over-week
---
--- ---
## Design Decisions (Verified 2026-07-12, Reaffirmed 2026-07-18) ## Design Decisions (Verified 2026-07-12, Reaffirmed 2026-07-18)
+5 -1
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@@ -168,11 +168,15 @@ pct-run <CT> grep -A8 "vision:" /root/.hermes/config.yaml | grep api_key
# Must show both api_key: sk-... and api_key_env: LITELLM_API_KEY # Must show both api_key: sk-... and api_key_env: LITELLM_API_KEY
``` ```
### For Koby (CT 111 / tdunna) ### For Koby (CT 111 / tdunna) — **REPORT-ONLY MODE**
Koby runs Hermes on CT 111 (tdunna). Config files at `/root/.hermes/config.yaml`. Koby runs Hermes on CT 111 (tdunna). Config files at `/root/.hermes/config.yaml`.
Same Hermes pattern as Tanko/Mumuni/Koonimo — see config sections above. Same Hermes pattern as Tanko/Mumuni/Koonimo — see config sections above.
**⛔ KOBY IS NEVER REPAIRED (2026-08-17, Captain)**: Diagnostic only — detect and report, never fix on .129.
No heal step, no restart, no key rotation, no config edit, no memory rewrite, no disk GC, no service touch, no process kill — ever.
If a health check shows Koby degraded, **DO NOT** execute any repair action. Instead, report to Zulip and let Theo fix it.
**LiteLLM key**: alias `koby` in LiteLLM DB, injected via `infisical run --` wrapper. **LiteLLM key**: alias `koby` in LiteLLM DB, injected via `infisical run --` wrapper.
### For pi Agents (Abiba) ### For pi Agents (Abiba)
+11 -10
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@@ -346,6 +346,17 @@ curl -s -o /dev/null -w 'key_health: %{http_code}\n' -H "Authorization: Bearer $
### Rule 13: API Key Injection — Two Patterns (UPDATED 2026-07-16, WAL #1300) ### Rule 13: API Key Injection — Two Patterns (UPDATED 2026-07-16, WAL #1300)
### Rule 14: Hermes Context Detection Uses `max_model_tokens`, NOT `max_input_tokens`
**CRITICAL**: Hermes context detection reads `max_model_tokens` (128K), NOT `max_input_tokens` (64K cap).
- **Abiba and Hermes agents**: `max_model_tokens: 131072` (128K) — unlimited context
- **Crewmates (ops, tune, verify, auth-keys, build)**: `max_input_tokens: 64000` (64K) — capped
- If you see `max_input_tokens: 64000` in an Abiba/Hermes config, that's a mistake
- Using `max_input_tokens` for Hermes agents causes premature context loss
- Check: `grep -n 'max_model_tokens\|max_input_tokens' ~/.hermes/config.yaml`
- Expected output: `max_model_tokens: 131072` (not max_input_tokens)
Agents inject `LITELLM_API_KEY` via ONE of two mechanisms. Both are valid; the contract Agents inject `LITELLM_API_KEY` via ONE of two mechanisms. Both are valid; the contract
requirement is that the key is a **valid LiteLLM virtual key** (HTTP 200 on /v1/models). requirement is that the key is a **valid LiteLLM virtual key** (HTTP 200 on /v1/models).
@@ -422,13 +433,3 @@ curl -s -o /dev/null -w '%{http_code}' -H "Authorization: Bearer $K" http://192.
5. **Set model choice** — Per agent's workload 5. **Set model choice** — Per agent's workload
6. **Verify** — curl all shared endpoints, test the model with the new key 6. **Verify** — curl all shared endpoints, test the model with the new key
7. **Report** — What was changed, preserved, custom 7. **Report** — What was changed, preserved, custom
### Rule 16: Koby Configuration (DeepSeek-primary)
(Ref: See Rule 10 for default model behavior, with Koby exception)
Koby uses a split-model architecture:
- Primary Model: `deepseek-v4-flash` via `api.deepseek.com` (for reasoning)
- Auxiliary Models: `gpu-light` (vision/web_extract) and `syslog-auto` (compression)
- Key Hygiene: `api_key_env` is strictly `LITELLM_API_KEY` or `DEEPSEEK_API_KEY`
- Constraint: Do NOT touch Koby's primary model/provider/compression settings unless explicitly ruled by the captain.
+4
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@@ -1,4 +1,6 @@
--- ---
report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
kind: function kind: function
name: hermes-zulip-restore name: hermes-zulip-restore
description: > description: >
@@ -10,6 +12,7 @@ version: 1.0.0
status: active status: active
runtime_contract: 2 runtime_contract: 2
--- ---
---
# Hermes Zulip Restore — Bring Any Agent Back to Good State # Hermes Zulip Restore — Bring Any Agent Back to Good State
@@ -180,6 +183,7 @@ https://git.sysloggh.net/SyslogSolution/zulip-platform-plugins/src/branch/feat/z
Commit `55ca15d` — `fix(zulip): add _strip_html for slash command matching` Commit `55ca15d` — `fix(zulip): add _strip_html for slash command matching`
Pull request #33 is the primary integration branch. Pull request #33 is the primary integration branch.
---
--- ---
**Last verified good state**: 2026-07-08 — Mumuni, Tanko, Koby all connected with `_strip_html` applied. **Last verified good state**: 2026-07-08 — Mumuni, Tanko, Koby all connected with `_strip_html` applied.
+73
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@@ -136,6 +136,79 @@ curl -s http://192.168.68.116:4001/metrics | head -20
**Report format**: Summarize actual results from each probe. If any probe returns non-200 or empty output, flag as alert. **Report format**: Summarize actual results from each probe. If any probe returns non-200 or empty output, flag as alert.
### Phase 1: GPU Exporters
**NVIDIA (.8 and .110)**:
1. Download `nvidia_gpu_exporter` binary
2. Create systemd service `nvidia-gpu-exporter.service`
3. Start and enable
**AMD (.15)**:
1. Create Python exporter script at `/opt/amdgpu-exporter/exporter.py`
2. Parses `amdgpu_top --json -d 1000` output
3. Exposes key metrics at `:9400/metrics` via Python http.server
4. Create systemd service
5. Start and enable
### Phase 2: Prometheus
1. Create `/opt/monitoring/` directory on CT 116
2. Write `prometheus.yml` with scrape configs for all targets
3. Add to docker-compose (or separate compose file)
4. Start container
### Phase 3: Grafana
1. Create `/opt/monitoring/grafana/` directories
2. Provision Prometheus datasource
3. Provision GPU fleet dashboard JSON
4. Provision LiteLLM dashboard JSON
5. Add to docker-compose
6. Start container
### Phase 4: Verification
1. Verify all 3 GPU exporters return 200 at :9400/metrics
2. Verify Prometheus targets all UP at :9090/targets
3. Verify Grafana accessible at :3001 with dashboards
4. Verify LiteLLM metrics flowing to Prometheus
5. ~~Update nginx to proxy `/monitoring/` → Grafana~~ (NOT recommended — nginx sub-path was tried for /grafana/ and reverted per proxmox-monitor; direct :3001 access is the standard)
## Execution
### check-health
**RUN LIVE, NEVER ECHO — every dispatch must execute the probes below with real tool calls; never repeat a prior report unless a live probe fails.**
```bash
# Zulip API health (POST ping)
curl -s -o /dev/null -w '%{http_code}' -X POST https://chat.sysloggh.net/api/v1/messages -u 'abiba-bot@chat.sysloggh.net:KEY'
# Expected: 200 (HTTP 000 = unreachable/cache)
# PM2 process health
pm2 jlist
# Expected: 5/5 online (abiba-telegram, abiba-zulip, zulip-watchdog, gitea-runner, spoton-service)
# GPU exporters (may be down per DEPLOYMENT STATUS)
curl -s http://192.168.68.8:9400/metrics && echo " - OK" || echo " - FAIL"
curl -s http://192.168.68.110:9400/metrics && echo " - OK" || echo " - FAIL"
curl -s http://192.168.68.15:9400/metrics && echo " - OK" || echo " - FAIL"
# Prometheus targets
curl -s http://192.168.68.116:9090/api/v1/targets | jq '.data.activeTargets'
# Expected: All targets UP (may show some down if exporters not deployed)
# Grafana health
curl -s http://192.168.68.116:3001/api/health | jq '{status, version}'
# Expected: {"status":"ok","version":"..."}
# LiteLLM metrics
curl -s http://192.168.68.116:4001/metrics | head -20
# Expected: Prometheus-formatted metrics output
```
**Report format**: Summarize actual results from each probe. If any probe returns non-200 or empty output, flag as alert.
### Phase 1: GPU Exporters ### Phase 1: GPU Exporters
**NVIDIA (.8 and .110)**: **NVIDIA (.8 and .110)**:
+16 -1
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@@ -1,4 +1,6 @@
--- ---
report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
kind: responsibility kind: responsibility
name: litellm-self-heal name: litellm-self-heal
status: deployed status: deployed
@@ -22,6 +24,7 @@ description: >
inference, and agent keys. Applies remediation rules for common failures. inference, and agent keys. Applies remediation rules for common failures.
Reports every action via Zulip DM and Gitea (SyslogSolution/health-logs). Reports every action via Zulip DM and Gitea (SyslogSolution/health-logs).
--- ---
---
# LiteLLM Operations — Health Check + Self-Heal # LiteLLM Operations — Health Check + Self-Heal
@@ -65,7 +68,15 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
## LiteLLM Model Surface (ground truth — `/opt/inference-harness/litellm_config.yaml` on CT 116) ## LiteLLM Model Surface (ground truth — `/opt/inference-harness/litellm_config.yaml` on CT 116)
`model_name`s served: `qwen3.6-27B-code`, `gemma-4-12b`, `qwen3.6-35B-udq4`, `strix-moe`, `gpu-dense`, `gpu-light`, `syslog-auto`. `model_name`s served: `qwen3.6-27B-code`, `gemma-4-12b`, `qwen3.6-35B-udq4`, `strix-moe`, `gpu-dense`, `gpu-light`, `syslog-auto`, `crew-auto` (new 2026-08-20).
### Context Cap Split (2026-08-20)
- **Abiba (firstmate)**: 128K uncapped — unlimited context for primary workloads
- **Hermes agents** (mumuni, tanko, koby, koonimo): 128K uncapped
- **Crewmates** (ops, tune, verify, auth-keys, build): 64K capped — alias `crew-auto` enforces 64K limit
Preferred implementation: uncap shared pool, add capped alias for crew-only.
- `syslog-auto` is a weighted router model: qwen3.6-27B-code (0.55, rpm 500) + qwen3.6-35B-udq4 (0.30, rpm 60) + gemma-4-12b (0.15, rpm 200). - `syslog-auto` is a weighted router model: qwen3.6-27B-code (0.55, rpm 500) + qwen3.6-35B-udq4 (0.30, rpm 60) + gemma-4-12b (0.15, rpm 200).
- `gpu-dense` / `gpu-light` are high-rpm aliases (rpm 500) onto qwen3.6-27B-code / gemma-4-12b respectively. - `gpu-dense` / `gpu-light` are high-rpm aliases (rpm 500) onto qwen3.6-27B-code / gemma-4-12b respectively.
@@ -120,6 +131,7 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
- 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
---
--- ---
## Health Check ## Health Check
@@ -162,6 +174,7 @@ Determine overall_status from individual check results:
- "degraded" — 1-2 non-critical checks fail - "degraded" — 1-2 non-critical checks fail
- "down" — critical checks fail - "down" — critical checks fail
---
--- ---
## Remediation Rules ## Remediation Rules
@@ -205,6 +218,7 @@ Escalate → if SSH access unavailable, send Zulip DM
Router no longer in path so Redis active counters are unused. Rule retained Router no longer in path so Redis active counters are unused. Rule retained
for reference but inactive. If Redis issues occur, check harness-redis container. for reference but inactive. If Redis issues occur, check harness-redis container.
---
--- ---
## Reporting ## Reporting
@@ -227,6 +241,7 @@ top actions, uptime.
If a fix requires another agent (e.g., Authentik restart), relay sent If a fix requires another agent (e.g., Authentik restart), relay sent
to responsible agent with full context. to responsible agent with full context.
---
--- ---
## Execution ## Execution
+3 -1
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@@ -1,9 +1,12 @@
--- ---
report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
name: memory-audit-maintenance name: memory-audit-maintenance
kind: responsibility kind: responsibility
description: Shared memory audit and maintenance contract for Hermes agents (Mumuni, Koby, Koonimo). Tanko is no longer a Hermes agent (now on DSH/DeepSeek Harness since 2026-08-27) and uses DSH-native memory, so it is excluded from this Hermes roster. Each agent runs it against its own isolated memory files — no cross-agent access, no shared state. Detects staleness, enforces writer registry, and rotates canary tokens. description: Shared memory audit and maintenance contract for Hermes agents (Mumuni, Koby, Koonimo). Tanko is no longer a Hermes agent (now on DSH/DeepSeek Harness since 2026-08-27) and uses DSH-native memory, so it is excluded from this Hermes roster. Each agent runs it against its own isolated memory files — no cross-agent access, no shared state. Detects staleness, enforces writer registry, and rotates canary tokens.
id: 067NC4KG01RG50R40M30E20918 id: 067NC4KG01RG50R40M30E20918
--- ---
---
### Goal ### Goal
@@ -342,4 +345,3 @@ return {
### Per-Agent Notes ### Per-Agent Notes
Each Hermes agent (Mumuni, Tdunna/Koby, Baggy/Koonimo) runs this contract against its own `~/.hermes/memories/` directory. The contract is identical across agents, but all data is fully isolated: separate ledgers, separate writer registries, separate canaries. If a new agent is added to the roster, it must be listed in `### Scope` above and given its own isolated memory directory. **Tanko is not covered by this contract — it runs on DSH (DeepSeek Harness) since 2026-08-27 and uses DSH-native memory.**
+3
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@@ -1,4 +1,6 @@
--- ---
report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
kind: pattern kind: pattern
name: memory-fixer name: memory-fixer
description: > description: >
@@ -6,6 +8,7 @@ description: >
Escalate anything that needs Kwame's input. Executes confirmed Kwame decisions to completion (state + updated_at). Escalate anything that needs Kwame's input. Executes confirmed Kwame decisions to completion (state + updated_at).
version: 2.0.0 version: 2.0.0
--- ---
---
# Memory Fixer # Memory Fixer
+2 -16
View File
@@ -2,17 +2,6 @@
kind: responsibility kind: responsibility
name: pm2-self-heal name: pm2-self-heal
description: > description: >
Monitors critical PM2 processes (abiba-zulip, abiba-telegram, gitea-runner,
spoton-service, zulip-watchdog) and auto-restarts any that are stopped or
errored. Logs every action to Gitea (SyslogSolution/health-logs — not
knowledge graph, hard rule) and alerts the owner via
Zulip DM on failures.
CRITICAL: Never restart abiba-zulip — it runs this contract.
AS-BUILT 2026-08-09 (captain ruling, ecosystem is authoritative):
gpu-monitor is systemd-managed (gpu-monitor.service) — NOT PM2;
gpu-watchdog decommissioned (function folded into gpu-monitor.service);
gitea-runner KEPT (online in PM2); abiba-zulip KEPT (online 4d+, the
2026-07-04 'removed/decommissioned' note was stale and is removed).
--- ---
## Maintains ## Maintains
@@ -24,9 +13,6 @@ description: >
- zulip-watchdog: { status: "online", uptime: string, restarts: number } - zulip-watchdog: { status: "online", uptime: string, restarts: number }
- last_check: timestamp - last_check: timestamp
> **Note (2026-07-04, SUPERSEDED 2026-08-09):** `abiba-zulip` remains ONLINE and
> is monitored — the decommission note was stale (process re-added; do not treat
> it as removed).
## Continuity ## Continuity
@@ -63,9 +49,9 @@ description: >
- If status is "online" → pass - If status is "online" → pass
- If status is "stopped" or "errored" → apply Rule 1 - If status is "stopped" or "errored" → apply Rule 1
- If restarts > 5 → alert owner - If restarts > 5 → alert owner
3. **Check abiba-zulip** (self-process, read-only): 3. **Check abiba-zulip** (live Zulip bridge, heartbeating):
- If status is "online" → pass, log restarts count - If status is "online" → pass, log restarts count
- If status is "stopped" or "errored" → **DO NOT RESTART** — alert owner immediately - If status is "stopped" or "errored" → restart (`pm2 restart abiba-zulip` — fully restored)
- If restarts > 5 in last hour → alert owner with full diagnostics - If restarts > 5 in last hour → alert owner with full diagnostics
4. **Log results** — Append to `SyslogSolution/health-logs/pm2/{timestamp}.md` in Gitea (not knowledge graph — hard rule) 4. **Log results** — Append to `SyslogSolution/health-logs/pm2/{timestamp}.md` in Gitea (not knowledge graph — hard rule)
5. **Alert** — Send Zulip DM to owner if escalation needed (do NOT run pm2 commands during alerting) 5. **Alert** — Send Zulip DM to owner if escalation needed (do NOT run pm2 commands during alerting)
+9 -7
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@@ -39,10 +39,6 @@ PVE_NODES = {
# Agent definitions: ct, host, user, pve_node, vault_key_name # Agent definitions: ct, host, user, pve_node, vault_key_name
AGENTS = { AGENTS = {
"tanko": {"ct": 112, "host": "192.168.68.122", "user": "jerome", "pve": "amdpve", "vault_key": "TANKO_LITELLM_API_KEY", "runtime": "dsh"},
"abiba": {"ct": 100, "host": "192.168.68.24", "user": "root", "pve": "minipve", "vault_key": None}, # Pi agent + Mumuni Zulip, no vault key
"koby": {"ct": 111, "host": "192.168.68.129", "user": "root", "pve": "amdpve", "vault_key": "KOBY_LITELLM_API_KEY"},
"koonimo": {"ct": 113, "host": "192.168.68.114", "user": "root", "pve": "amdpve", "vault_key": "KOONIMO_LITELLM_API_KEY"},
} }
GPU_HOSTS = { GPU_HOSTS = {
@@ -238,6 +234,7 @@ def check_agents():
host = agent.get("host") host = agent.get("host")
user = agent.get("user") user = agent.get("user")
ct = agent["ct"] ct = agent["ct"]
report_only = agent.get("report_only", False)
# Tanko runs on DSH (DeepSeek Harness) since 2026-08-27 — it no longer runs a # Tanko runs on DSH (DeepSeek Harness) since 2026-08-27 — it no longer runs a
# Hermes gateway, so skip the Hermes gateway/state/streaming/journal checks. # Hermes gateway, so skip the Hermes gateway/state/streaming/journal checks.
@@ -253,15 +250,20 @@ def check_agents():
print(f" ⬜ {name} (CT {ct}): cannot SSH — skip liveness check") print(f" ⬜ {name} (CT {ct}): cannot SSH — skip liveness check")
continue continue
# Gateway process # ⛔ KOBY IS NEVER REPAIRED — diagnostic only
if report_only:
print(f" 🔍 {name}: REPORT-ONLY mode (diagnostic only, no repairs on .129)")
# Still check gateway status for reporting purposes
pid = ssh(host, "pgrep -f 'hermes_cli.main gateway run' | grep -v infisical | head -1", user=user) pid = ssh(host, "pgrep -f 'hermes_cli.main gateway run' | grep -v infisical | head -1", user=user)
if not pid: if not pid:
# Try alternate binary name
pid = ssh(host, "pgrep -f 'hermes.*gateway' | grep -v infisical | grep -v bash | head -1", user=user) pid = ssh(host, "pgrep -f 'hermes.*gateway' | grep -v infisical | grep -v bash | head -1", user=user)
if not pid: if not pid:
print(f" ❌ {name}: GATEWAY NOT RUNNING") print(f" ⚠️ {name}: GATEWAY NOT RUNNING (reported only)")
FAIL.append(f"gateway-down:{name}") FAIL.append(f"gateway-down:{name}")
continue continue
else:
print(f" ✅ {name}: gateway running (pid={pid}, report-only mode)")
continue # Skip the rest of the check for Koby
# Gateway state file # Gateway state file
state = ssh(host, "cat ~/.hermes/gateway_state.json 2>/dev/null", user=user) state = ssh(host, "cat ~/.hermes/gateway_state.json 2>/dev/null", user=user)
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@@ -6,6 +6,8 @@ title: Zulip Mesh Health Monitor — Multi-Platform
version: 3.0.0 version: 3.0.0
runtime_contract: 2 runtime_contract: 2
agent: abiba agent: abiba
report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
--- ---
# Zulip Mesh Health Monitor # Zulip Mesh Health Monitor