@kromahlusenii-ops
FreeMemory system for AI coding agents (HAM)
FreeFree tier
About @kromahlusenii-ops
Lou Kromah (kromahlusenii-ops) is a fullstack builder on GitHub whose primary AI tool is HAM, an open‑source memory system for AI coding agents. HAM reduces token usage by up to 80% by intelligently scoping context to directories, making it a cost‑effective solution for developers working with large language models. Additional public repositories include civic‑voices, movdpro, clearway, and forks of anthropics/skills and awesome‑claude‑skills, reflecting a focus on developer tooling and AI integration.
Key Features
Memory management for AI coding agents
Reduces token usage by up to 80% by scoping context to directories
Open‑source implementation in JavaScript
Public repository with 63 stars and active community engagement
Part of a broader collection of developer and AI projects
Pros & Cons
Pros
- Open source and free to use
- Significant token savings (80%) for AI coding agents
- Simple directory‑based scoping approach easy to understand and modify
- Actively maintained with public repository and community contributions
Cons
- Relatively new project with limited community adoption outside the developer's own repos
- Requires manual integration into existing AI agent or coding assistant workflows
- Scoping logic may not suit all types of AI interactions beyond code generation
Best For
Optimizing memory consumption in AI‑powered code assistantsReducing API costs when using large language models for codingImproving context efficiency for AI agents in development workflowsIntegrating directory‑aware context scoping into custom AI pipelines
FAQ
What is HAM?
HAM is an open‑source memory system for AI coding agents, created by Lou Kromah. It reduces token usage by up to 80% by scoping context to specific directories.
How does HAM cut token usage?
Instead of feeding the entire conversation history to an AI model, HAM restricts the context to relevant directories, reducing the number of tokens processed.
Is HAM free to use?
Yes, HAM is open source and hosted on GitHub under a public repository, free for anyone to use and contribute to.