geanatz

20 yo - I build software while trying to understand the universe. #algotrader #agenticengineer #astronomylover

[geanatz @geanatz]

6/6 GitHub: https://t.co/dT2AJpEOlk
NPM: https://t.co/bv8wVJqm5F
Full write-up: https://t.co/6SKHYOnBY3
Portfolio:
https://t.co/y7daVL23ed
#AIAgents #MCP #AgenticAI #MinimaxM3

[geanatz @geanatz]

1/6 I built Curion — a librarian-like memory agent for AI agents.
It solves two problems: agents forget project context between sessions, and raw memory search can create context bloat.
#MiniMaxM3

[geanatz @geanatz]

5/6 MiniMax-M3 helped me build and refine Curion, especially for architecture decisions, implementation, debugging, memory-system design, and reasoning through agent-memory failure cases.

[geanatz @geanatz]

4/6 It is project-first: Curion focuses on the project the agent is working in, but can also use cross-project recall when information from another project is actually relevant.

[geanatz @geanatz]

3/6 Curion handles the memory lifecycle: organizing records, checking relevance, detecting conflicts, asking clarifying questions when needed, and returning synthesized context instead of raw memory dumps.

[geanatz @geanatz]

2/6 Instead of making the main agent search, edit, update, delete, and filter memories, Curion acts as the memory librarian.
The agent only says: “I want to remember this.” or “I need to recall this.”

[geanatz @geanatz]

@likonnokil Don't give up, please 🩷

[geanatz @geanatz]

@likonnokil Your art is so good, please continue and you will succed trust me. You are so talented

[geanatz @geanatz]

@likonnokil @foundation don't give up

[geanatz @geanatz]

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[geanatz @geanatz]

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[geanatz @geanatz]

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[geanatz @geanatz]

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[geanatz @geanatz]

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