Open source · Independent project

Optimizers

Composable algorithm infrastructure for evaluation-driven improvement. Optimizers owns jobs, campaigns, candidate search, selection, progress, and typed results. Containers owns execution. Workshop is one consumer.

• Shared run and candidate model, including proposed, optimization-selected, and deployment candidates.
• GEPA and SFT as first-class algorithms with evidence, budgets, and concurrency.
• Python, CLI, and HTTP entry points that work without Workshop or a Synth account.
• Zero measured improvement is reported as no measured improvement, never as a promotion.