Podcast Episodes
Back to SearchEP560: Remediation Assurance - Keep Corrective Actions Trustworthy Over Time
Keep AI gateway remediations trustworthy after verification through scoped claims, control invariants, fresh evidence, transition testing, visible as…
4 days, 6 hours ago
EP168: AI API Budget Alerts — Turn Spend Surprises Into Early Signals
A practical guide to AI API budget alerts: set useful thresholds, detect anomalies, separate expected growth from waste, and connect alerts to safe a…
5 days, 6 hours ago
EP559: Remediation Regression Prevention - Keep Verified Fixes Effective
Keep verified gateway remediations effective through permanent failure fixtures, control invariants, release gates, transition tests, production sign…
5 days, 6 hours ago
EP167: AI API Capacity Planning — Scale Before the Queue Becomes the Product
A practical guide to AI API capacity planning: forecast demand, budget concurrency, protect latency, size queues, and preserve reliable service durin…
6 days, 6 hours ago
EP558: Remediation Verification - Prove Corrective Actions Change Behavior
Verify that gateway remediation changes real behavior through reproducible acceptance tests, stale-state exercises, shared-dependency checks, normal-…
6 days, 6 hours ago
EP166: AI API Quality Gates — Stop Bad Outputs Before They Reach Users
A practical guide to AI API quality gates: validate structure, ground answers, check tool actions, measure accepted results, and fail safely when out…
1 week ago
EP557: Post-Closure Incident Review - Turn Failed Checks Into Stronger Controls
Turn post-closure verification failures into durable gateway improvements through precise timelines, quantified protection gaps, control-boundary rev…
1 week ago
EP165: AI API Incident Response — Recover Fast Without Losing Trust
A practical guide to AI API incident response: detect user-visible failures, coordinate diagnosis, control fallback traffic, communicate clearly, and…
1 week, 1 day ago
EP556: Post-Closure Verification Failure Response - Contain Without Reopening Authority
Respond to failed closure checks by preserving evidence, containing uncertain scope, requiring fresh authority, reconciling external effects, and pro…
1 week, 1 day ago
EP164: AI API Change Management — Ship Model Updates Without Breaking Workflows
A practical guide to managing AI API changes: map dependencies, test behavior, stage rollouts, communicate risk, and keep rollback fast when models o…
1 week, 2 days ago