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Show HN: Agent framework that generates its own topology and evolves at runtime

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41–50 of 53 posts

Re: Show HN: Agent framework that generates its own topology and evolves at runtime

#41

Post by Emar7 »

Contributed the BigQuery MCP tool (PR #3350) - lets agents query data warehouses with read-only SQL, cost tracking, and safety guardrails. Also just submitted a fix for runtime storage path validation (#4466).

The OODA framing resonates - treating exceptions as observations rather than crashes is exactly how the self-healing should work. The stress/neuroplasticity concept for preventing infinite loops is clever.

One thing I'd love to see explored more: structured audit logging for credential access. With enterprise sources (Vault/AWS/Azure) on the roadmap, compliance tracking becomes essential.

Re: Show HN: Agent framework that generates its own topology and evolves at runtime

#42

Post by AIorNot »

kkukshtel wrote: post #27

The comments on this post that congratulate/engage with OP all seem to be from hn accounts created in the past three months that have only ever commented on this post, so it seems like there is some astro-turfing going on here.

This whole post from Aden -is for a intentionally hyped scam company - please remove this post from HN

Re: Show HN: Agent framework that generates its own topology and evolves at runtime

#43

Post by AIorNot »

WTH is this? Why is this even allowed on HN

This company is a fraud - please Remove this scam company hype from HN

Their “AI agent” website is just LLM slop and marketing hype!

They tried to hire folks in India to hype their repo and do fraudulent growth for some apparently crapped ai “agent” platform https://www.reddit.com/r/developersIndia/s/a1fQC5j0FM

https://news.ycombinator.com/item?id=46764091

Re: Show HN: Agent framework that generates its own topology and evolves at runtime

#44

Post by AIorNot »

spankalee wrote: post #32

> The topology shouldn't be hardcoded; it should emerge from the task's entropy What does this even mean?

The whole thing is a scam written by LLMs

This guy seems to be behind it

https://www.linkedin.com/in/jianhao-zhang

Re: Show HN: Agent framework that generates its own topology and evolves at runtime

#45

Post by devarshila »

Interesting approach especially the idea of treating failures as state signals rather than exceptions. That’s a subtle but important shift from traditional orchestration thinking. I agree with your critique of DAG-centric systems: they work well when the world is deterministic, but real production environments are adversarial, noisy, and stateful. An OODA-style control loop feels closer to how robust distributed systems behave under uncertainty

Re: Show HN: Agent framework that generates its own topology and evolves at runtime

#46

Post by nthakkar1107 »

Just spent a day with Hive. The self-improving agent loop is genuinely different - not just another LangChain wrapper. Finally an agent framework that cares about production observability and human-in-the-loop from day one, not as an afterthought.

The integration patterns are clean and actually make me want to contribute.

Re: Show HN: Agent framework that generates its own topology and evolves at runtime

#49

Post by yaaayaaawar »

Just started exploring the repo and the 'self-healing' OODA loop approach is what caught my eye. Most frameworks I've tried crumble when they hit a slight deviation in the happy path, so treating exceptions as observations for the agent for retrying/fixing seems like the right mental model for production. Excited to dig deeper
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