@k-kolomeitsev
FreeAI Architect building open-source tools for AI agents and video processing
FreeFree tier
About @k-kolomeitsev
Konstantin Kolomeitsev (k-kolomeitsev) is an AI Architect based in Almaty, Kazakhstan, working at Sergek Research. His GitHub profile showcases open-source AI tools for coding agents, browser automation, and neural video tokenization. Notable projects include a graph-based long-term memory skill for AI coding agents (data-structure-protocol), a local browser toolkit for AI agents (agent-browser-workspace), and a neural video tokenizer (mpt-vc). The tools emphasize efficient context handling, token reduction, and safe refactoring.
Key Features
Graph-based long-term memory skill for LLM coding agents
Local browser toolkit for AI agents with Chrome DevTools Protocol and Playwright
Neural video tokenizer for video processing
Focus on efficient context usage and token reduction
Open-source projects available on GitHub
Pros & Cons
Pros
- Open-source and free to use
- Active development with clear focus on AI agent tooling
- Graph-based approach reduces token usage and improves context efficiency
- Local browser automation avoids cloud dependency
- Projects are modular and extensible
Cons
- Tools are in early stages with limited documentation
- Requires technical knowledge to set up and integrate
- Primarily focused on LLM and agent use cases, not general-purpose
- Some projects have low community engagement (few stars/forks)
Best For
Enhancing AI coding agents with long-term memory and contextAutomating web research and browser tasks for AI agentsNeural video compression and tokenization for AI modelsBuilding extensible workflows for web navigation and data extraction
FAQ
What is data-structure-protocol?
It is a graph-based long-term memory skill for AI (LLM) coding agents, designed to provide faster context, fewer tokens, and safer refactors.
What is agent-browser-workspace?
A local browser toolkit for AI agents that enables deep research and browser use automation using local Chrome (CDP) and Playwright, with flexible scripts for web navigation, extraction, and workflow automation.
What is mpt-vc?
A neural video tokenizer project for video representation and processing.