Pitfalls of Local LLM Agents in Production

For local LLM agents in production, developers emphasize the need for strict schema constraints over free text. Silent schema drift is often the first point of failure in multi-step agent loops.

2026-07-26 ~ 2026-07-27 · 2 related posts

• Agents need strict schemas, or their outputs are too hard to trust in production — blaizedsouza · 2026-07-26
• Local LLM agent loops fail from silent schema drift, not just context limits — demirtasfurkan_ · 2026-07-27