AI Dev Tools — The Crazyrouter Podcast
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EP196: AI API Security Posture — Turn Controls Into Continuous…
EP196: AI API Security Posture — Turn Controls Into Continuous…
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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.
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Les 50 épisodes les plus récents sur 584
- EP196: AI API Security Posture — Turn Controls Into Continuous Evidence · 7 min · Épisode 196A practical guide to AI API security posture: inventory exposure, verify controls continuously, protect keys and data, constrain tools, and turn security assumptions into…
- EP195: AI API Policy Drift — Detect When Production Rules Stop Matching Intent · 7 min · Épisode 195A practical guide to policy drift in AI APIs: version routing and safety rules, detect stale enforcement, compare intended and observed behavior, and restore control before small…
- EP194: AI API Dependency Mapping — Know What a Model Change Can Break · 8 min · Épisode 194A practical guide to dependency mapping for AI APIs: connect models to prompts, schemas, tools, tenants, budgets, and user journeys so teams can assess blast radius before…
- EP193: AI API Rollback Design — Restore Safe Behavior Without Losing State · 7 min · Épisode 193A practical guide to rollback design for AI APIs: restore compatible behavior, preserve operation state, stop unsafe traffic, reconcile billing, and verify that recovery is…
- EP192: AI API Release Readiness — Decide Whether a Model Change Is Safe to Ship · 8 min · Épisode 192A practical guide to AI API release readiness: define workload contracts, evaluate quality and reliability, verify cost and capacity, stage exposure, and make go or no-go…
- EP191: AI API Change Failure Analysis — Find Why Safe-Looking Changes Break Production · 7 min · Épisode 191A practical guide to analyzing AI API change failures: trace intent to impact, distinguish code from configuration and provider drift, improve rollout evidence, and make future…
- EP190: AI API Post-Incident Learning — Turn Failures Into Durable Reliability Improvements · 8 min · Épisode 190A practical guide to learning from AI API incidents: build a precise timeline, separate causes from conditions, prioritize corrective actions, improve tests and runbooks, and…
- EP189: AI API Recovery Verification — Prove the System Is Healthy Before Declaring Victory · 8 min · Épisode 189A practical guide to verifying AI API recovery: test real user journeys, validate routing and billing state, drain queues safely, compare quality and latency, and avoid declaring…
- EP188: AI API Recovery Objectives — Turn Reliability Goals Into Operating Decisions · 9 min · Épisode 188A practical guide to recovery objectives for AI APIs: define acceptable data loss and recovery time, prioritize workloads, preserve routing policy, reconcile state, and test…
- EP187: AI API Graceful Degradation — Preserve the Core User Journey Under Pressure · 8 min · Épisode 187A 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…
- EP584: Backpressure for AI Gateways - Admit Only Work You Can Finish · 12 min · Épisode 584Build 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 · 7 min · Épisode 186A practical guide to admission control for AI APIs: classify work, reserve capacity, shed safely, protect interactive traffic, and make overload decisions visible before queues…
- EP583: Cancellation Propagation for AI Gateways - Stop the Work, Not Just the Waiting · 11 min · Épisode 583Propagate 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 · 9 min · Épisode 185A 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…
- EP184: AI API Request Hedging — Cut Slow Tails Without Paying Twice · 10 min · Épisode 184A 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…
- EP582: Deadline Propagation for AI Gateways - Make Every Timeout Share One Clock · 9 min · Épisode 582Design end-to-end deadlines with stage budgets, clock-skew handling, queue expiration, streaming progress timers, cancellation, and operation-level timing tests.
- EP581: Retry Budgets for AI Gateways - Recover Without Amplifying Failure · 10 min · Épisode 581Design bounded retries for AI gateways with shared deadlines, attempt caps, failure classification, idempotent tool actions, eligible fallbacks, streaming recovery, and…
- EP580: Post-Closure Regression Monitoring - Keep AI Gateway Fixes Working · 10 min · Épisode 580Keep 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 · 9 min · Épisode 579Close 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 · 7 min · Épisode 578Restore 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 · 10 min · Épisode 577Reconcile policies, routes, providers, credentials, caches, workers, queues, tools, and evidence after exception expiration to prove the safe baseline is real.
- EP576: Remediation Assurance Exception Expiration Governance - Let Temporary Boundaries End Safely · 10 min · Épisode 576Govern remediation expiration with runtime enforcement, canonical time, renewal evidence, safe no-response behavior, propagation checks, and capability revocation.
- EP183: AI API Prompt Versioning — Ship Prompt Changes Like Code · 9 min · Épisode 183A practical guide to prompt versioning for AI APIs: keep templates reproducible, separate content from code, test changes, roll out safely, preserve rollback, and connect prompt…
- EP575: Remediation Assurance Containment Drift - Detect When Temporary Boundaries Weaken · 9 min · Épisode 575Detect containment drift by comparing approved scope with runtime routes, providers, credentials, caches, failover, tools, queues, and current evidence.
- EP182: AI API Observability — Trace Every Request From Gateway to Model · 9 min · Épisode 182A practical guide to AI API observability: define request context, trace multi-provider calls, measure useful latency and quality signals, protect sensitive data, correlate…
- EP574: Remediation Assurance Exception Containment - Prove the Temporary Boundary Is Real · 10 min · Épisode 574Make remediation exception containment enforceable and testable across routes, providers, regions, retries, tools, queues, credentials, and background work.
- EP181: AI API Error Taxonomy — Make Failures Actionable · 8 min · Épisode 181A practical guide to AI API error taxonomy: classify failures by retryability and ownership, preserve provider context, return stable client errors, prevent unsafe retries, and…
- EP573: Remediation Assurance Exception Escalation - Route Unresolved Risk to the Right Authority · 9 min · Épisode 573Escalate unresolved remediation exceptions with explicit triggers, containment, decision rights, bounded risk acceptance, evidence packets, and durable records.
- EP180: AI API Budgets — Put Spend Controls Where They Matter · 8 min · Épisode 180A practical guide to AI API usage budgets: set tenant and workflow limits, reserve spend, enforce model-aware controls, handle streaming and retries, expose useful feedback, and…
- EP572: Remediation Assurance Exception Closure Verification - Prove Temporary Bypasses Are Gone · 11 min · Épisode 572Verify that remediation exceptions are truly closed by testing residual reachability, propagation, caches, failover, queues, restored controls, and honest closure states.
- EP571: Remediation Assurance Enforcement Point Testing - Prove a Fix Works Where Risk Actually Enters · 11 min · Épisode 571Test remediation controls at real enforcement points across routes, regions, providers, tools, streams, fallbacks, and failure modes with boundary evidence and honest coverage.
- EP179: AI API Idempotency — Stop Duplicate Work and Charges · 7 min · Épisode 179A practical guide to idempotency for AI APIs: design request keys, persist results, handle retries and timeouts, protect tool effects, scope deduplication, and make duplicate…
- EP178: AI API Load Testing — Find Capacity Before Production Does · 7 min · Épisode 178A practical guide to load testing AI APIs: model realistic workloads, separate concurrency from rate limits, protect budgets, measure accepted results, rehearse provider…
- EP570: Remediation Assurance Control Dependency Mapping - Find Hidden Conditions Behind a Fix · 11 min · Épisode 570Map the hidden conditions behind remediation assurance with explicit dependency graphs, freshness rules, failure impact, ownership, targeted revalidation, and safe alternatives.
- EP177: AI API Streaming Backpressure — Keep Tokens Flowing Without Melting Clients · 7 min · Épisode 177A practical guide to streaming backpressure for AI APIs: bound buffers, propagate cancellation, handle slow clients, protect concurrency, resume honestly, and make token delivery…
- EP569: Remediation Assurance Control Continuity - Keep Verified Fixes Effective Through Change · 10 min · Épisode 569Keep verified remediation controls effective through releases, policy changes, failover, rollback, and asynchronous rollout with explicit invariants, transition states, and…
- EP176: AI API Tail Latency — Reduce Slow Requests Without Doubling Spend · 8 min · Épisode 176A practical guide to AI API tail latency: set end-to-end deadlines, use bounded hedging safely, distinguish retries from duplicates, protect budgets, and measure user-visible…
- EP568: Remediation Assurance Control Ownership - Keep Corrective Actions Effective When Responsibility Moves · 10 min · Épisode 568Keep remediation assurance durable through ownership transfers with explicit roles, acceptance states, evidence custody, bounded overlap, exception reassignment, and safe…
- EP175: AI API Feature Flags — Roll Out New Models Without Betting Production · 6 min · Épisode 175A practical guide to feature flags and canary routing for AI APIs: separate deployment from exposure, define cohorts, compare quality and cost, set rollback triggers, and make…
- EP567: Remediation Assurance Scope Revalidation - Prove a Fix Still Covers the System · 10 min · Épisode 567A remediation can remain effective while its scope drifts. Learn how to revalidate routes, regions, providers, policies, and data classes without turning narrow evidence into a…
- EP566: Remediation Assurance Evidence Renewal - Renew Confidence Without Extending Stale Claims · 5 min · Épisode 566Renew remediation assurance with current evidence, invalidation triggers, preserved scope, explicit outcomes, bounded automation, independent review, and conservative degraded…
- EP174: MCP at the AI Gateway — Ship Useful Tools Without Shipping a Security Incident · 7 min · Épisode 174A practical guide to putting Model Context Protocol tools behind an AI API gateway: capability discovery, least privilege, approval boundaries, tenant isolation, observability…
- EP173: AI API Contract Testing — Survive Model and Provider Churn · 6 min · Épisode 173A practical guide to AI API contract testing: define behavioral contracts, probe model capabilities, validate structured outputs, and catch provider changes before they break…
- EP565: Remediation Assurance Evidence Custody - Preserve Integrity Through Every Handoff · 7 min · Épisode 565Preserve remediation evidence integrity with stable artifact identities, cryptographic digests, immutable originals, explicit custody states, verified handoffs, separation of…
- EP564: Remediation Assurance Evidence Ownership - Keep Proof Accountable Across Teams · 6 min · Épisode 564Make remediation proof durable by assigning evidence stewards, binding claims to stable subjects, recording provenance, enforcing freshness, separating collection from…
- EP563: Remediation Assurance Evidence Portability - Keep Proof Trustworthy Across Systems · 4 min · Épisode 563Keep remediation evidence trustworthy across AI gateway systems with canonical envelopes, immutable subject binding, provenance, integrity checks, stable states, expiry, and…
- EP172: AI API Runbooks — Turn Operational Knowledge Into Fast Recovery · 4 min · Épisode 172A practical guide to AI API runbooks: document symptoms, first actions, rollback paths, escalation rules, and verification steps so operators can recover systems consistently.
- EP562: Remediation Assurance Evidence Portability - Keep Proof Trustworthy Across Systems · 5 min · Épisode 562Keep remediation assurance trustworthy when evidence moves across services, regions, tools, and reviewers through portable context, integrity checks, provenance, schema…
- EP171: AI API Governance Reviews — Keep Fast-Moving Systems Accountable · 4 min · Épisode 171A practical guide to AI API governance reviews: inventory changes, check risk, verify controls, document decisions, and keep oversight useful without blocking delivery.
- EP561: Remediation Assurance Decision Rights - Turn Evidence Into Safe Operating Choices · 5 min · Épisode 561Turn remediation evidence into accountable AI gateway decisions with explicit thresholds, uncertainty states, context binding, conservative defaults, delegation limits…
