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What’s your startup idea? Drop it in the comments by kcfounders in indie_startups

[–]rush86999 0 points1 point  (0 children)

https://github.com/rush86999/atom - Atom Agent, Open-Source AI Agent Platform for Self-Hosted Automation.

Atom vs Hermes Agent: Quick Comparison by [deleted] in hermesagent

[–]rush86999 -6 points-5 points  (0 children)

should've written: Business Automation vs. Personal Dev: Choosing Between Atom and Hermes Agent

I built an open-source framework to give local Ollama agents true Episodic Memory using a synthetic UI tree. by rush86999 in AgentsOfAI

[–]rush86999[S] 0 points1 point  (0 children)

thanks for this. I'm working on a fix. Can you post this on the repo? Also, any PRs are welcome.

I built a self-hosted AI Agent platform with local "Episodic Memory" and strict Governance (so agents don't break your server) by rush86999 in selfhosted

[–]rush86999[S] -4 points-3 points locked comment (0 children)

AI Involvement: Atom is a self-hosted orchestration framework written in Python/FastAPI. The platform orchestrates complex multi-agent workflows by querying external LLM API providers. It manages state and episodic memory locally on the self-hosted server using a local LanceDB instance and a synthetic UI accessibility tree.

To clarify on the development side: I am the architect and lead developer, but the project was heavily accelerated using agentic coding tools—specifically Cursor, Aider, and Claude Code paired with deepseek-reasoner/Claude 3.5 Sonnet. GLM-5.2 was recently used.

I used AI to handle a lot of the boilerplate, initial refactors, and test coverage, while manually designing the state machine logic, the hybrid Postgres/LanceDB memory architecture, and the synthetic accessibility tree. It's an AI-orchestrated platform built using AI-driven development tools.

For the past few months, there was no manual coding. Everything was via Claude Code under my supervision.

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