# Kapso

## Docs

- [ALE-Bench](https://docs.leeroo.com/docs/benchmarks/ale-bench.md): Solving AtCoder algorithmic optimization problems
- [MLE-Bench](https://docs.leeroo.com/docs/benchmarks/mle-bench.md): Solving Kaggle ML competitions
- [Adding Strategies](https://docs.leeroo.com/docs/deployment/adding-strategies.md): Create custom deployment strategies
- [API Reference](https://docs.leeroo.com/docs/deployment/api-reference.md): Complete API documentation for the deployment module
- [Architecture](https://docs.leeroo.com/docs/deployment/architecture.md): Deep dive into modules, data flow, and component relationships
- [Overview](https://docs.leeroo.com/docs/deployment/overview.md): Turn solutions into running software
- [Deployment Strategies](https://docs.leeroo.com/docs/deployment/strategies.md): Available deployment strategies and their configurations
- [Architecture](https://docs.leeroo.com/docs/evolve/architecture.md): System architecture and component relationships
- [Coding Agents](https://docs.leeroo.com/docs/evolve/coding-agents.md): Pluggable code generation backends
- [Execution Flow](https://docs.leeroo.com/docs/evolve/execution-flow.md): How Kapso executes experiments from goal to solution
- [Experiment Lifecycle](https://docs.leeroo.com/docs/evolve/experiment-lifecycle.md): How experiments are implemented, run, and debugged
- [Feedback Generator](https://docs.leeroo.com/docs/evolve/feedback-generator.md): How solutions are validated and feedback is generated
- [Orchestrator](https://docs.leeroo.com/docs/evolve/orchestrator.md): The central coordinator for the experimentation loop
- [Overview](https://docs.leeroo.com/docs/evolve/overview.md): How Kapso builds solutions through iterative experimentation
- [Repo Memory](https://docs.leeroo.com/docs/evolve/repo-memory.md): Evidence-backed understanding of repository structure
- [Search Strategies](https://docs.leeroo.com/docs/evolve/search-strategies.md): How solutions are explored and selected
- [KAPSO](https://docs.leeroo.com/docs/index.md): A Knowledge-grounded framework for Autonomous ML/AI Program Synthesis and Optimization
- [Installation](https://docs.leeroo.com/docs/installation.md): Complete installation guide for Kapso and benchmarks
- [Learning Pipeline](https://docs.leeroo.com/docs/knowledge/learning-pipeline.md): How Kapso extracts and merges knowledge from sources
- [Overview](https://docs.leeroo.com/docs/knowledge/overview.md): How domain knowledge is acquired, stored, and used
- [Search Backends](https://docs.leeroo.com/docs/knowledge/search-backends.md): Knowledge Graph search implementations
- [Quickstart](https://docs.leeroo.com/docs/quickstart.md): Get Kapso running in 5 minutes
- [CLI Reference](https://docs.leeroo.com/docs/reference/cli.md): Command-line interface for Kapso
- [Kapso API Reference](https://docs.leeroo.com/docs/reference/kapso-api.md): Complete API reference for the Kapso class
- [Deep Web Research](https://docs.leeroo.com/docs/research/overview.md): Deep public web research for knowledge acquisition