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AI Dev Tools — The Crazyrouter Podcast

by Crazyrouter

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Latest episodes

EP187: AI API Graceful Degradation — Preserve the Core User Journey Under Pressure

October 20, 2026 · 8 min

A practical guide to graceful degradation for AI APIs: define essential outcomes, reduce optional work, preserve contracts, and keep user journeys useful when models or providers are slow, expensive, or unavailable.
EP584: Backpressure for AI Gateways - Admit Only Work You Can Finish

October 19, 2026 · 12 min

Build deadline-aware admission and bounded streaming buffers with resource-specific permits, tenant fairness, honest overload responses, and realistic slow-consumer tests.
EP186: AI API Admission Control — Keep Overload From Becoming the User Experience

October 19, 2026 · 7 min

A practical guide to admission control for AI APIs: classify work, reserve capacity, shed safely, protect interactive traffic, and make overload decisions visible before queues become outages.
EP583: Cancellation Propagation for AI Gateways - Stop the Work, Not Just the Waiting

October 18, 2026 · 11 min

Propagate cancellation through model providers, task scopes, queues, retries, and side-effecting tools with truthful terminal states, reconciliation, and orphan-work tests.
EP185: AI API Quotas — Separate Fairness From Mere Rate Limits

October 18, 2026 · 9 min

A practical guide to AI API quotas: separate requests from tokens and concurrency, allocate fair tenant budgets, handle bursts, prevent noisy neighbors, and make quota decisions visible and reversible.

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EP582: Deadline Propagation for AI Gateways - Make Every Timeout Share One Clock

October 17, 2026 · 9 min

Design end-to-end deadlines with stage budgets, clock-skew handling, queue expiration, streaming progress timers, cancellation, and operation-level timing tests.
EP184: AI API Request Hedging — Cut Slow Tails Without Paying Twice

October 17, 2026 · 10 min

A practical guide to request hedging for AI APIs: identify true tail latency, launch a bounded backup safely, avoid duplicate side effects and charges, protect streaming responses, and measure whether the extra capacity is worth it.
EP581: Retry Budgets for AI Gateways - Recover Without Amplifying Failure

October 16, 2026 · 10 min

Design bounded retries for AI gateways with shared deadlines, attempt caps, failure classification, idempotent tool actions, eligible fallbacks, streaming recovery, and operation-level observability.
EP580: Post-Closure Regression Monitoring - Keep AI Gateway Fixes Working

October 15, 2026 · 10 min

Keep AI gateway remediations effective with routing invariants, configuration and runtime checks, safe fallback tests, actionable alerts, and clear monitoring exit criteria.
EP579: Remediation Assurance Reentry Decision Closure - Know When Temporary Governance Can End

October 14, 2026 · 9 min

Close remediation reentry safely by retiring temporary authority, transferring durable controls, preserving evidence, and defining reactivation triggers.
EP578: Remediation Assurance Baseline Reentry - Restore Normal Operations Without Reopening Risk

October 13, 2026 · 7 min

Restore normal AI gateway operations through staged reentry, current evidence, negative tests, immutable receipts, and precomputed rollback.
EP577: Remediation Assurance Post-Expiration Reconciliation - Prove State Returned to the Safe Baseline

October 12, 2026 · 10 min

Reconcile policies, routes, providers, credentials, caches, workers, queues, tools, and evidence after exception expiration to prove the safe baseline is real.

Full episode archive on Apple Podcasts →

About the show

Your weekly breakdown of AI development tools, API gateways, model pricing, and building with GPT, Claude, Gemini, and DeepSeek. Hosted by Crazyrouter — one API key for models across supported API protocols.