Page 2 of 8~245 min topic

Rate limiting lab

Configure the rate limiting contract

Types and env contracts make **layered token-bucket limiter for multi-tenant RAG API** fail closed before any provider or cluster call.

~35 min this pageSetup

1Learn the idea

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Define trusted borders

Implement types or schemas around POST /v1/rag/answer so illegal states are unrepresentable at the boundary. For layered token-bucket limiter for multi-tenant RAG API, trusted inputs come from sessions, signatures, pinned digests, or workload identity — not from free-form model text. platform SRE stopping noisy neighbor tenant StormCo should be able to read the contract and know which fields are optional, which are enumerated, and which abort the request. Constructors and boot paths must not perform provider side effects; injection points keep tests honest.

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Environment and secrets contract

Document required env vars in .env.example with placeholders only. Rotation story belongs later, but the contract already forbids printing secrets and forbids defaulting to fail-open when a dependency is missing. Invariant to encode in types/tests: tenant RPM soft=60 hard=100; global 5k RPM; 429 includes Retry-After. If a config number lacks units, fix the name (timeout_ms, rpm_hard) before writing logic.

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Implementation artifact

class LimitDecision(BaseModel):
    allow: bool
    remaining: int
    retry_after_ms: int | None

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Fixture kit

Create fixtures for the golden path and for RL-FAILOPEN-61. Name files after the behavior (429-retry-after.json, cross-tenant.json, empty-citation.json) rather than test1. Each fixture carries expected status/code. This kit is the shared language for validation and failure pages.

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Stage depth

Compatibility promise: additive fields may appear only if readers ignore unknowns safely; breaking changes bump a version visible on the wire. For AI payloads, size limits arrive before JSON parse when hostile blobs are a risk. Document how clock skew, idempotency keys, and tracing headers travel through layered token-bucket limiter for multi-tenant RAG API. If you use feature flags later, the contract already states that flags are not authorization. Link each config knob to a unit and a failure mode (“0 means disabled” vs “0 means divide-by-zero”). A peer reviewing the PR should find RL-FAILOPEN-61 named in a comment on the adversarial fixture.

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Field notes for `rate-limiting-lab` / `setup-and-contract`

Generate OpenAPI or a typed client only after the hand schema is stable for one fixture round-trip. Record how errors look on the wire — problem+json, envelope, or bare status — and stick to one. Clock sources must be injectable for skew tests. If webhooks appear later, document signature header names now even as TODOs. Keep sample payloads UTF-8 and free of real emails. Add a makefile or npm script that validates schemas without network. In this chapter the product is layered token-bucket limiter for multi-tenant RAG API, the human stakeholder is platform SRE stopping noisy neighbor tenant StormCo, and the incident id you design against is RL-FAILOPEN-61. Re-state the oracle in your notes — StormCo at 200 RPM gets 429 after burst; Globex at 40 RPM unaffected — and keep the invariant visible: tenant RPM soft=60 hard=100; global 5k RPM; 429 includes Retry-After. Track 429_ratio_by_tenant and provider_429_ratio ≤ 0.01 as the scoreboard. Surface under change control: POST /v1/rag/answer. If you only have forty minutes, finish the fixture for Redis down → fail-open floods provider → shared 429s before polishing UI. Promotion language stays ternary: promote, hold, or roll back based on evidence, not hope.

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Before you start

Why this matters

For Rate limiting lab, sketch the request and response shapes that cross POST /v1/rag/answer without naming a framework. Mark which fields are trusted (session, signatures, digests) versus untrusted (user text, model JSON, webhook bodies). If a field can change authorization, it does not belong in model output. Predict one 422/401 you will assert before coding adapters for layered token-bucket limiter for multi-tenant RAG API.

Check your understanding

Page assessment

Answer from memory. Completion is saved from this evidence, not from opening the next page.

1. Can a newcomer list trusted vs untrusted fields?
2. Does boot avoid external side effects?
3. Are fixtures named after RL-FAILOPEN-61-class failures?

All responses are required.