llm-connect/docs/activity-core-llm-endpoint.md

Activity-Core LLM Endpoint Handoff

This document records the llm-connect endpoint contract for activity-core daily WSJF triage.

Service URL

Proposed stable in-cluster URL:

http://llm-connect.activity-core.svc.cluster.local:8080

Use this value for activity-core LLM_CONNECT_URL after the Kubernetes overlay has been applied and smoked from the activity-core namespace. Keep LLM_CONNECT_TIMEOUT_SECONDS=300.

Runtime Profile

The service supports the activity-core profile name:

custodian-triage-balanced

Default runtime values:

provider=openrouter
model=google/gemini-2.5-flash
temperature=0.2
max_tokens=1800
max_depth=2
timeout_seconds=300
model_params.reasoning_effort=medium

Operators can override provider/model through the Deployment ConfigMap or runtime env:

LLM_CONNECT_CUSTODIAN_TRIAGE_PROVIDER
LLM_CONNECT_CUSTODIAN_TRIAGE_MODEL

Provider credentials must be injected at runtime through llm-connect-provider-secrets; do not store credential values in Git or State Hub.

Credential custody follows the ops-warden routing table: LLM provider API keys are an operator/OpenBao-to-Kubernetes Secret action, not an ops-warden issuance task. For the default OpenRouter profile, the Secret must provide OPENROUTER_API_KEY without exposing the value in Git, State Hub, logs, or chat.

Local Smoke

Run a mock server that returns known schema-valid daily triage JSON:

export LLM_CONNECT_MOCK_RESPONSE="$(python -c 'import json; print(json.dumps(json.load(open("fixtures/activity_core/daily-triage-valid-content.json"))))')"
python -m llm_connect.server --host 127.0.0.1 --port 8080 --provider mock

In another shell:

python scripts/smoke_activity_core_endpoint.py --url http://127.0.0.1:8080

The smoke script checks:

• GET /health
• fixture POST /execute
• response has a string content field
• content parses as JSON
• parsed JSON matches fixtures/activity_core/daily-triage-report.schema.json

Cluster Smoke

Apply the overlay from the repo root after creating the provider Secret:

kubectl apply -k deploy/k8s/activity-core-llm-connect
kubectl -n activity-core rollout status deployment/llm-connect

Run the in-namespace smoke:

kubectl -n activity-core run llm-connect-smoke \
  --rm -i --restart=Never \
  --image=llm-connect:latest \
  --image-pull-policy=Never \
  --env=LLM_CONNECT_URL=http://llm-connect.activity-core.svc.cluster.local:8080 \
  --env=LLM_CONNECT_TIMEOUT_SECONDS=300 \
  -- python scripts/smoke_activity_core_endpoint.py

Handoff Status

Code-owned artifacts are present in this repo and the live llm-connect handoff is verified as of 2026-06-18:

• docker.io/library/llm-connect:latest was rebuilt from Containerfile, imported into the coulombcore k3s image store, and rolled out.
• activity-core/llm-connect-provider-secrets reports DATA 1; no Secret values were inspected or recorded.
• The live ConfigMap sets LLM_CONNECT_MODEL=google/gemini-2.5-flash and LLM_CONNECT_CUSTODIAN_TRIAGE_MODEL=google/gemini-2.5-flash.
• The in-namespace smoke passed against the stable Service: smoke: pass health=ok latency_seconds=2.147 recommendations=1.

Scheduled daily_triage evidence collection is activity-core ownership under ACTIVITY-WP-0006.