Agent orchestration

Jan 12, 2026

Structured Dissent Patterns for Agentic Production Reliability

This talk introduces 'structured dissent,' a multi-agent orchestration pattern where believer, skeptic, and neutral agents debate decisions to overcome the 'confidently wrong' failure mode of single-agent LLM systems, improving reliability for high-stakes tasks like cybersecurity analysis.

Jan 08, 2026

Automating Large Scale Refactors with Parallel Agents - Robert Brennan, AllHands

A deep dive into orchestrating swarms of AI agents for large-scale code refactoring. Learn practical workflows, task decomposition strategies, and context-sharing patterns, demonstrated with a real-world case study on migrating a large codebase.