Why Deterministic Schedulers Beat LLMs at Running AI Coding Agents
AI coding agents are powerful alone—but unleash a horde without a smart overseer, and your repo becomes a warzone. Enter Bernstein: a no-LLM scheduler that turns agent anarchy into orchestrated wins.
theAIcatchupApr 08, 20264 min read
⚡ Key Takeaways
Ditch LLMs for scheduling—use deterministic Python like OS schedulers for reliable agent coordination.𝕏
Git worktrees provide perfect isolation, enabling true parallelism without conflicts.𝕏
Contextual bandits dynamically pick optimal models per task, slashing costs while maintaining quality.𝕏
The 60-Second TL;DR
Ditch LLMs for scheduling—use deterministic Python like OS schedulers for reliable agent coordination.
Git worktrees provide perfect isolation, enabling true parallelism without conflicts.
Contextual bandits dynamically pick optimal models per task, slashing costs while maintaining quality.
