flowchart TD accTitle: Local AI Deployment Lock accDescr { NutsNews Worker shards must use the home-server local AI provider first. } A["Prepare `worker/.env.deploy.local`"] --> B["Set local AI vars + Secrets Store binding"] B --> C["Run `npm run generate:wrangler`"] C -->|missing AI config| D["BLOCK shard deployment"] C -->|valid local AI config| E["Run `npm run deploy:all`"] E --> F["Run `npm run check:local-ai-config`"] F --> G["Deploy worker shards"] G --> H["Shard runtime"] H --> I["`aiProvider === local`"] I -->|yes| J["Local AI call path active"] I -->|no| K["Investigate lock breach immediately"] J --> L["Request to shard endpoint"] L --> M["Check aiReviewProviderOrder, localAiConfigured"] M --> N["openAiCallCount should remain 0"] J --> O["CI regression: `test:local-ai-lock`"] O --> P["CI regression: `test:immutable`"] P --> Q["Deployment accepted"] R["Emergency path"] --> S["NUTSNEWS_ALLOW_OPENAI_ONLY_DEPLOYMENT set"] S --> T["deploy:openai-only (owner-approved)"] R --> U["NUTSNEWS_ALLOW_OPENAI_FALLBACK_DEPLOYMENT set"] U --> V["deploy:all with fallback mode (owner-approved)"]

Local AI Deployment Lock

NutsNews Worker shards must use the home-server local AI provider first.

A shard deploy without a complete local-AI configuration can silently behave like an OpenAI-only deployment. This hides local-server configuration drift, changes cost behavior unexpectedly, and can mask readiness issues in local AI paths.

What changed

npm run generate:wrangler now refuses to generate production shard configs unless local AI is complete.
npm run deploy:all now runs the local-AI config verifier before deploying shards.
AI_PROVIDER_FALLBACK_TO_OPENAI=true is required by default.
Article reviews and summary translations no longer fall back to OpenAI while fallback mode is enabled.
CI runs a local-AI deployment-lock regression.
CI runs an immutable-test guard so locked regression tests cannot be edited later without explicit owner approval.

Required deploy environment

Create worker/.env.deploy.local from worker/.env.deploy.example:

cd worker
cp .env.deploy.example .env.deploy.local

Set these values:

NUTSNEWS_SECRETS_STORE_ID=...
NUTSNEWS_KV_NAMESPACE_ID=...
AI_PROVIDER=local
LOCAL_AI_URL=https://your-local-ai-tunnel.example.com
LOCAL_AI_MODEL=qwen2.5:3b
AI_PROVIDER_FALLBACK_TO_OPENAI=true
AI_REVIEW_CONCURRENCY=1
ENABLE_LOCAL_AI_SECRET_BINDING=true
LOCAL_AI_API_KEY_SECRET_NAME=LOCAL_AI_API_KEY

The LOCAL_AI_API_KEY value itself must live in Cloudflare Secrets Store. The Worker config only binds the secret name.

Safe deploy command

cd worker
npm run check:local-ai-config
npm run deploy:all

deploy:local-ai is kept as an alias for deploy:all.

Emergency OpenAI-only deploy

OpenAI-only deploys are blocked by default. Use this only after explicit owner approval:

cd worker
NUTSNEWS_ALLOW_OPENAI_ONLY_DEPLOYMENT=true npm run deploy:openai-only

OpenAI fallback for a local-AI deployment is also blocked by default. Use this only after explicit owner approval:

cd worker
NUTSNEWS_ALLOW_OPENAI_FALLBACK_DEPLOYMENT=true AI_PROVIDER_FALLBACK_TO_OPENAI=true npm run deploy:all

Verification after deploy

Call one shard manually:

curl "https://nutsnews-worker-0.nutsnews.workers.dev/?limit=1&imageLookups=1"

Look for:

aiProvider is local
aiReviewProviderOrder is ["local"]
localAiConfigured is true
openAiFallbackEnabled is false
localAiCallCount is greater than 0 when a story reaches AI review
openAiCallCount is 0
estimatedOpenAiCostUsd is 0

If aiReviewedCount is 0, the shard did not need AI for that run. Try another shard or increase the manual limit.

Regression tests

cd worker
npm run test:local-ai-lock
npm run test:e2e:offline
npm run test:immutable

The offline E2E test already asserts aiProvider === "local" and openAiCallCount === 0.

Primary diagram