sia

SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.

4 articles 1.6k View on GitHub ↗
4 articles
How context.md Tracks Generation History and Improvement Rationale in SIA

Discover how SIA's context.md tracks agent generation history, performance metrics, and code improvement rationale. Learn about the ContextManager class.

deep-dive
Jun 12, 2026
How to Use the SIA Web Dashboard to Visualize Run Results

Learn to visualize SIA run results using the interactive web dashboard. Track agent evolution and explore historical data effortlessly. Start the dashboard with 'sia web'.

how-to-guide
Jun 12, 2026
How to Create Custom Tasks in SIA: Required Directory Structure Guide

Learn to create custom tasks in SIA by following the required directory structure. Organize your files with data public, data private, and reference subdirectories, plus task.md and optional evaluate.py.

how-to-guide
Jun 12, 2026
How to Write and Integrate Custom evaluate.py Scripts for Task Evaluation in SIA

Learn to write and integrate custom evaluate.py scripts for task evaluation in SIA. Compute metrics and output results.json for seamless integration before exiting with status 0.

how-to-guide
Jun 12, 2026

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