Beaker Speeds Up Agents by 36.6% and Cuts Costs 34.6% Without Changing Models

Engineer Victor Sanh's tool Beaker automatically optimizes an agent's prompts and tool definitions rather than the model, boosting an AppWorld agent's speed by 36.6% and cutting model costs by 34.6% while maintaining task completion rates.

2026-11-13 ~ 2026-11-13 · 4 related posts

• Beaker makes production agents 37% faster and 35% cheaper, claims the model isn't the bottleneck — VictorSanh · 2026-11-13
• Beaker autonomously cut an AppWorld agent's latency 36.6% and cost 34.6% with the same model — VictorSanh · 2026-11-13

2 near-duplicate retellings: VictorSanh · VictorSanh