Reliability
6 posts tagged #reliability
6 posts on Reliability, spread across AI Agents (2), AI in Production (1), Dev Tools & AI Workflow (1) — most read: “Webhook Delivery Design: Retries, Ordering, Idempotency” and “Agent Tool Call Failure Testing: A Deterministic CI Harness”.
Developer Tools Webhook Delivery Design: Retries, Ordering, Idempotency
A practical 10M events/day webhook delivery architecture: partition keys, retry storm control, per-tenant isolation, idempotency storage, replay UX, and reliability SLOs.
AI and Machine Learning Agent Tool Call Failure Testing: A Deterministic CI Harness
Build a deterministic CI harness that breaks your agent’s tools on purpose: timeouts, 429s, partial writes, retries, and stuck loops. Then regress it with golden traces.
Cloud and DevOps ChatGPT Down? 8 Fallback Patterns for API Outages
When ChatGPT goes down, your app shouldn’t. A production playbook for detection, retries with jitter, circuit breakers, bulkheads, throttling, and multi-provider failover.
AI and Machine Learning AI Agent Evaluation Framework: 8 Metrics Beyond Task Success
If your agent eval is just “did it finish the task?”, you’re flying blind. Here’s a 2026-ready scorecard for tool correctness, recovery, safety, and cost-per-success—plus a regression suite blueprint you can actually run in CI.
AI and Machine Learning Agent Evaluation Harness: Replay, Rubrics, CI Gates
Most agent failures aren’t “bad prompts”. They’re multi-step tool cascades. Here’s how I build an agent evaluation harness that actually prevents regressions.
AI and Machine Learning AI Agent Control Flow Patterns: Retries, HITL, Checkpoints
A practical catalog of ai agent control flow patterns that actually ship: bounded retries, idempotent tools, durable checkpoints, human approvals, and debuggable replays.
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