Capstone ops lab
Create the runnable skeleton and contracts
Types and env contracts make **Personal Knowledge Assistant API with flags, probes, secrets, on-call owner** fail closed before any provider or cluster call.
1Try it yourself
Decision drill
Capstone ops gate
Before demo day — metrics, flags, and recovery must be real.
1/3Before demo day: latency + groundedness must page someone.
2Learn the idea
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Define trusted borders
Implement types or schemas around https://pka.example/v1/ask so illegal states are unrepresentable at the boundary. For Personal Knowledge Assistant API with flags, probes, secrets, on-call owner, trusted inputs come from sessions, signatures, pinned digests, or workload identity — not from free-form model text. solo builder operating pka.example for 50 beta users 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: versioned release with readyz, flag kill switch, rotated secret, named on-call. If a config number lacks units, fix the name (timeout_ms, rpm_hard) before writing logic.
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Implementation artifact
@app.get("/readyz")
def readyz():
check_index(); check_model_key(); return {"ready": True, "version": VERSION}
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Fixture kit
Create fixtures for the golden path and for CAP-OPS-PKA-12. 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 Personal Knowledge Assistant API with flags, probes, secrets, on-call owner. 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 CAP-OPS-PKA-12 named in a comment on the adversarial fixture.
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Field notes for `capstone-ops-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 Personal Knowledge Assistant API with flags, probes, secrets, on-call owner, the human stakeholder is solo builder operating pka.example for 50 beta users, and the incident id you design against is CAP-OPS-PKA-12. Re-state the oracle in your notes — ship v1.2.0: smoke+readyz pass; kill switch drill < 60s; on-call roster non-empty — and keep the invariant visible: versioned release with readyz, flag kill switch, rotated secret, named on-call. Track readyz_ok, kill_switch_seconds, secret_age_days ≤ 30 as the scoreboard. Surface under change control: https://pka.example/v1/ask. If you only have forty minutes, finish the fixture for app runs on laptop only — no probes, no owner, secret in .env committed before polishing UI. Promotion language stays ternary: promote, hold, or roll back based on evidence, not hope.
Go deeper
Before you start
Why this matters
For Capstone ops lab, sketch the request and response shapes that cross https://pka.example/v1/ask 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 Personal Knowledge Assistant API with flags, probes, secrets, on-call owner.
Contracts you freeze now carry through the capstone demo of Personal Knowledge Assistant API with flags, probes, secrets, on-call owner.
In the wild
See how this idea shows up as a product and a company — then come back to the lesson. Skills transfer across vendors.
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