DevOps
Event-driven Architecture for SmokeRevel: 5 Tips (2026)
Flaky tests doubled results and broke our dashboard. Event-driven architecture for SmokeRevel decouples execution, delivers instant, reliable aggregation.
// tag archive
observability
11 articles
AI
AI Agent Canary Deployment: 5 Proven Practices (2026)
After a prompt tweak sent users to fake cities and cost $12k, I learned AI agent canary deployments…
flutter
Flutter AI-driven Error Recovery 2026: 5 Proven Strategies
A NullPointerException once hurled 12k users to the store; with Flutter AI-driven error recovery, the app could auto‑patch,…
AI
Partial Failures in AI Agents: 5 Robust Strategies (2026)
Your AI assistant froze at 2 am when a weather API timed out. How partial failures in AI can…
kubernetes
CPU throttling Go: 5 Fixes for Kubernetes Jobs (2026)
When your Go batch job stalls at 70% CPU but shows 0 mCPU, CPU throttling silently kills performance. Spot,…
cover
AI
AI for Customer Support Agents: Production Guide (2026)
AI for customer support agents failed us at 3 AM. Learn the architecture, RAG pipelines, and error handling…
kubernetes
Kubernetes AI Agent Failures: Debug with OpenTelemetry (2026)
Silent AI agent failures bleed revenue while Kubernetes shows green status. Use OpenTelemetry instrumentation to catch logic hangs…
kubernetes
AI Agent Memory Leak in Kubernetes: 5 Fixes (2026)
Your LLM chatbot crashes as pods hit OOM‑kill. Discover the AI agent memory leak in Kubernetes and apply…
AI
OpenTelemetry Span Tracing for Multi‑Agent Workflows (2026)
An agent failure can cut your trace at the orchestrator, leaving you blind. OpenTelemetry span tracing stitches every…
kubernetes
Agent Sidecar Pattern for AI Observability (2026)
A sidecar crash can OOM your LLM pods and waste an hour of inference. The agent sidecar pattern…
AI
Debugging Non-Deterministic AI: 5 Production Fixes (2026)
Identical loan requests got opposite AI decisions at 2 am. Learn to isolate race conditions, enforce consistent logs, and…