How we build things, and what broke on the way.
Learn how to classify RPC dependencies as fail-close or fail-open using middleware metrics and automate circuit-breaker configuration to prevent cascade…
Learn Spotify's architecture for production multi-agent systems: compile-time boundaries, evidence-inference separation, and traceability as evaluation.
Learn how to enable OpenAI watermarking, log detector results, and build an audit trail that satisfies EU AI Act provenance rules for generated text.
Cut cold-start token costs by 90% and block cross-agent prompt injection with budgets, capability scoping, sanitisation and contract tests.
Move routing and tool selection out of LLM prompts into a 40 ms decision model. See latency, cost, and eval patterns from production.
Survey data shows AI speeds coding but teams spend 42% of their week debugging. Learn a framework to measure comprehension debt and decide when to refactor.
Turn REST APIs into MCP tools using Google Cloud API Gateway. Learn OpenAPI annotations, auth, quota sharing, and agent integration in Public Preview.
Learn how DoorDash moved from vendor APIs to self-hosted open-weight models for cost control, data residency, and reusable evaluation.