Podcast Episodes
Back to SearchEP139: AI API Evaluation — Turn Prompt Tests Into Release Gates
A practical guide to evaluating AI API changes: build representative datasets, score quality and reliability, catch regressions, and make evaluations…
1 month, 1 week ago
EP197: AI API SLOs — Turn Reliability Targets Into Routing Decisions
A practical guide to AI API SLOs: define user-centered objectives, account for streaming and accepted results, budget latency and errors, and connect…
1 month, 1 week ago
EP138: AI API Security — Protect Keys, Prompts, and Tool Access
A practical guide to securing AI API applications: protect credentials, isolate tenants, redact telemetry, constrain tools, validate outputs, and res…
1 month, 1 week ago
EP137: AI API Rate Limits — Build Fair, Resilient Traffic Control
A practical guide to AI API rate limits: distinguish quotas from concurrency, use bounded backoff, prioritize traffic fairly, protect budgets, and av…
1 month, 1 week ago
EP136: AI API Caching — Cut Cost Without Serving Stale Answers
A practical guide to caching AI API work safely: choose cacheable requests, build stable keys, respect freshness, protect privacy, and measure saving…
1 month, 1 week ago
EP135: AI API Observability — Measure Quality, Latency, and Cost Together
A practical guide to AI API observability: connect traces, quality signals, latency, errors, token usage, and cost so teams can debug and improve pro…
1 month, 1 week ago
EP134: AI Agent Workflows — Control Tool Calls, State, and Spend
A practical guide to operating AI agent workflows: bound tool calls, persist state safely, validate actions, control retries and spend, and make long…
1 month, 1 week ago
EP133: AI API Deprecation Plans — Retire Models Without Surprising Users
A practical guide to retiring AI models safely: identify dependencies, publish timelines, provide replacement routes, test compatibility, monitor mig…
1 month, 1 week ago
EP132: AI Model Migration Runbooks — Switch Models Without Breaking Production
A practical runbook for migrating production AI workloads between models: inventory dependencies, test compatibility, canary traffic, control fallbac…
1 month, 2 weeks ago
EP131: GLM-5.3 Is Live — A Safe Rollout Plan for Production Teams
GLM-5.3 is now available on Crazyrouter. A practical rollout plan for testing compatibility, quality, latency, cost, fallbacks, and production readin…
1 month, 2 weeks ago