// tag archive

observability

20 articles

A dark‑mode developer‑style illustration of a sleek sidecar container linked to an AI agent on a glowing terminal, visualizing the Agent Sidecar Pattern for AI Observability.

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…

September 4, 2026 · 7 min read

Cover image of a dark developer workstation with a neon‑green terminal and the bold label “NONDET DEBUG”, illustrating debugging non‑deterministic AI.

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…

August 31, 2026 · 12 min read