headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

276 articles 7.8k View on GitHub ↗
276 articles
Tools Used in the Headroom Development Process: A Complete Technical Guide

Explore the comprehensive technical guide to headroom development tools. Learn about Python packaging, Rust build systems, Node.js, ONNX Runtime, and Docker for LLM context compression.

deep-dive
Jun 21, 2026
How to Explore the Commit History of headroom: A Complete Guide

Explore headroom commit history with Git log and show commands or GitHub. Trace changes in the Rust core and Python wrapper effectively. A complete guide for developers.

how-to-guide
Jun 21, 2026
Future Plans and Roadmap for Headroom: From Phase C to Phase F

Explore the Headroom roadmap from Phase C to F. Discover plans for enterprise reliability, multi-provider support, and marketplace extensibility.

roadmap
Jun 21, 2026
How to Report a Bug in Headroom: A Complete Guide to Issues and PRs

Learn how to report a bug in Headroom effectively. Enable debug logging, create a test case, and submit a detailed GitHub issue for quick resolution.

how-to-guide
Jun 21, 2026
Headroom Coding Standards: Linting, Formatting, and Type Safety Rules

Discover Headroom coding standards. Enforce PEP 8, type safety with Mypy, and conventional commits via pre-commit hooks. Ensure code quality and consistency.

best-practices
Jun 21, 2026
CI/CD Pipelines Configured for Headroom: Complete GitHub Actions Workflow Guide

Explore the complete GitHub Actions workflow for Headroom's CI/CD pipeline automating Rust builds, Docker publishing, and multi-platform testing. Get started now.

how-to-guide
Jun 21, 2026
Headroom Versioning Strategy: How Semantic Versioning is Automated with Release-Please

Discover Headroom's automated semantic versioning strategy. Learn how Release-Please and Conventional Commits simplify version management for your project.

best-practices
Jun 21, 2026
How to Set Up a Development Environment for Headroom: Complete Guide

Easily set up your Headroom development environment. Clone the repo, create a Python virtual environment, install uv, sync dependencies, and install Headroom in editable mode. Get started today!

getting-started
Jun 21, 2026
Main Modules and Components of Headroom: Context Compression Architecture Explained

Explore Headroom's ten core modules like Transform, CacheAligner, and CCR storage. Understand its context compression architecture that sits between AI agents and LLM providers.

architecture
Jun 21, 2026
Headroom Example Use Cases: 7 Real-World Patterns from the Source Code

Explore 7 real-world headroom example use cases directly from the source code. Discover inline SDK integration, HTTP proxy interception, and automated workflows.

how-to-guide
Jun 21, 2026
How to Get Started with Developing Headroom: A Complete Guide for Contributors

Learn how to get started with developing Headroom. Clone the repo, install dependencies, and run the proxy locally for seamless contributions. Your complete guide awaits!

getting-started
Jun 21, 2026
What License Is Headroom Distributed Under? Apache 2.0 Explained

Discover the license for Headroom: Apache 2.0. We explain the specifics in the repository's Cargo.toml and LICENSE file. Learn more about this open-source license.

license-information
Jun 21, 2026
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