Tag

agent reliability

All posts tagged with "agent reliability".

Apr 2, 2026

How to Stop LLM Agents From Getting Stuck in Loops

Magnus Müller shares the production patterns for detecting and breaking hallucination loops in browser agents—when an LLM keeps retrying the same failed action.

Insight

LLM debugging agent reliability system design failure patterns

Mar 27, 2026

From Nondeterministic to Deterministic: How to Make Browser Agents Reliable

Magnus Müller explains the architecture shift that transforms flaky LLM agents into production-ready systems through meta-learning and skill distillation.

Insight

agent reliability meta-learning system prompts production ML