“debugging”
Event Sourcing Agent Decisions: Replaying Past Runs for Debugging
Record every agent decision as an immutable event, pair it with OTel GenAI traces, and replay past runs to reproduce and regression-test failures.
Session Replay for Agents: Reproducing a Full Run
Logs tell you what happened; replay tells you why. Recording agent inputs, tool calls, and model responses so any run can be deterministically reproduced and debugged.
Debugging CrashLoopBackOff in Kubernetes: A Step-by-Step Guide
CrashLoopBackOff means Kubernetes gave up restarting a container that keeps dying. Follow this diagnostic workflow to find the real cause in minutes.
Root Cause Analysis Playbooks for Agent Failures: From Symptom to Fix
A systematic method for debugging agent failures: classify the symptom, walk a trace from the failing span upward, and apply a playbook for each failure class — routing, tool, context, hallucination, and infrastructure — with durable execution and state inspection as first-class techniques.
Debugging Flutter Apps with DevTools: A Practical Tour
A practical tour of Flutter DevTools - Inspector, Performance, CPU Profiler, Memory, Network, and the debugger - with a workflow for hunting jank and leaks.
Visualizing Agent Trajectories: Debugging Loops and Dead Ends
Agent logs lie by omission. Learn to render trajectories as graphs, spot infinite loops and dead ends, and turn run visualization into a debugging practice.
Distributed Tracing for Multi-Agent Systems
Implement distributed tracing for multi-agent systems using OpenTelemetry. Track tool calls, reasoning chains, and inter-agent communication across your fleet.
Agent Tracing and Observability: Debugging Every Decision
Master built-in tracing in the OpenAI Agents SDK to debug, visualize, and monitor agent workflows. Learn to create traces, spans, and custom processors for production observability.
The Importance of Explainable AI (XAI) for Debugging and Trust
Explainability is the interface for human judgment. Learn the four practical XAI levers for LLM apps — RAG attribution, logprobs, traces, and SHAP — to make systems debuggable and trustworthy.
Mastering the Web UI in PydanticAI: Local Debugging Made Easy
Learn how to quickly set up and use the built-in Web Chat UI for local development and debugging with PydanticAI agents.