matiasmolinas

9 ms·

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LLMunix - A Pure Markdown Operating System(github.com)
5 points by matiasmolinas 1y ago|1 comments
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by matiasmolinas 1y ago
Hi HN, Matias Molinas here. For the past few months, my collaborator Ismael Faro and I have been wrestling with a core problem: building autonomous AI agents is still too much like traditional software engineering. It's confined to tho
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by matiasmolinas 2y ago
Okay, there’s a new update: Evolving Agent Toolkits is now oriented toward providing the tools needed to implement AI-first strategies. Please check the updated project and let me know your thoughts. https://github.com/matia
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by matiasmolinas 2y ago
Hey HN, quick update on the Evolving Agents toolkit ( https://github.com/matiasmolinas/evolving-agents ). Thanks again for all the great feedback on the original thread! Following up on the feedback and refactoring menti
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by matiasmolinas 2y ago
Quick Update: Introducing Architect-Zero in the Evolving Agents Toolkit Hi everyone, Thanks for all your feedback on the Evolving Agents Toolkit! Here's a quick update on an exciting new addition: Architect-Zero, a meta-agent built to
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by matiasmolinas 2y ago
Hi everyone, just a quick update: we've now integrated full support for the OpenAI Agents SDK with our Smart Library, aligning perfectly with our core philosophy of reuse, evolve, and create—fully orchestrated by the System Agent and u
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by matiasmolinas 2y ago
We’ve moved that logic into specialized tools (e.g., SearchComponentTool, EvolveComponentTool) so it can evolve independently and become more sophisticated over time.
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by matiasmolinas 2y ago
We’re developing an ‘Agent Bus’ to enable distributed multi-agent orchestration, so agents can run across different environments in a more scalable, shared manner.
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by matiasmolinas 2y ago
These are in progress—we replaced the AI-generated image with more architectural diagrams and will add benchmarks as the project matures
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by matiasmolinas 2y ago
YAML makes it easy to version and visualize agent interactions, but I am open to more compact or alternative notations if it becomes unwieldy
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by matiasmolinas 2y ago
No, we plan to implement governance firmware, versioning, and test checkpoints to prevent runaways and maintain safety/compliance.
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by matiasmolinas 2y ago
It’s more an aspirational vision than a claim of immediate readiness; the goal is eventually to support real-world, robust use cases but it’s still an early-stage project.
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by matiasmolinas 2y ago
Integrating a vector DB is on the roadmap for advanced embedding lookups and improved semantic search; current storage is just a placeholder.
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by matiasmolinas 2y ago
It started as a naive ‘please improve yourself’ prompt approach, but now I’m embedding multiple evolution strategies directly into each tool, allowing more sophisticated adaptation and versioning.
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by matiasmolinas 2y ago
Hey HN, I'm excited to share a significant update to the Evolving Agents Framework. Based on all your valuable feedback, I've completed a substantial refactoring that implements a true agent-centric architecture with embedded stra
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by matiasmolinas 2y ago
Update: Evolving Agents Framework Refactoring in Progress Hey HN, I wanted to share an important update on the Evolving Agents Framework. Based on all the valuable feedback I've received from this community, I've been working on a
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by matiasmolinas 2y ago
Hey HN, I wanted to drop a quick note that I’ve updated the README substantially and am now referring to this project as a “toolkit” rather than a “framework” (since it builds on existing frameworks like BeeAI rather than trying to replace
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by matiasmolinas 2y ago
Hey all, thanks for the feedback and questions! First things first: This is a solo project in a very early stage. Many parts are indeed either mocked or simplified for now just to see the bigger picture of how these evolving, self-building
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by matiasmolinas 2y ago
Here is the March 2025 BeeAI Community Call ( https://www.youtube.com/watch?v=5-xqQBv-ccY ), where I presented the draft of the framework and shared some ideas on why it makes sense for me to provide this kind of framework
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Show HN: Evolving Agents Framework(github.com)
139 points by matiasmolinas 2y ago|37 comments