A practical, no-fluff field guide to the failure modes that actually bite teams shipping LLM and agent systems in 2025–2026 — and the concrete techniques that address each one.

Every section follows the same shape: What goes wrong → Why it happens → How to fix it → A quick checklist. Skim the fixes, bookmark the checklists.


Grounded in recent...