Aherontas

7 ms·

1.
PyCon 2026 part 2 of my presentation: From prompt to Proof(petrostechchronicles.com)
2 points by Aherontas 11d ago|1 comments
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by Aherontas 11d ago
How I Built a Signed Audit Trail for an LLM System (And Broke It With One SQL Update) Logs, traces, governance, compliance, audit trails... those are some of the words that come up every time we discuss putting LLM features and AI agents in
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PyCon26: LLM Governance, Guardrails, and Presidio When the Guardrail Leaks PII(petrostechchronicles.com)
8 points by Aherontas 22d ago|1 comments
4.
by Aherontas 22d ago
Part 1/7 of my PyCon Greece 2026 talk, From Prompt to Proof: a Presidio guardrail masked the ΑΦΜ(tax number in Greece) label but leaked the actual tax identifier to the LLM while returning HTTP 200.
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I Use Multiple AI Agents in My Team's SDLC to Ship Production Features(petrostechchronicles.com)
3 points by Aherontas 2mo ago|1 comments
6.
by Aherontas 8mo ago
Unfortunately we will see this kind of cases more and more with AI rise. I don't believe it is the only app that could do relevant labeled searching in faces etc.
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by Aherontas 8mo ago
A same to not have them anymore :P
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by Aherontas 8mo ago
Curious how you handle feed evolution over time. When an RSS source changes structure (fields added/removed, summaries truncated, etc.), do you normalize to a fixed schema or store the raw payload alongside a best-effort normalized ver
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by Aherontas 8mo ago
I am doing exactly the same, also writing down some raw ideas I have in it to not forget them.
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by Aherontas 1y ago
Just released it if you are interested: https://www.petrostechchronicles.com/blog/PyCon_Greece_2025_...
11.
by Aherontas 1y ago
If you are interested, I just released the slides in my blog: https://www.petrostechchronicles.com/blog/PyCon_Greece_2025_...
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by Aherontas 1y ago
That's correct, the slides are mostly showing how MCP - A2A work and basic architectures between them and Agents in general. I will upload probably today the presentation slides in my blog.
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by Aherontas 1y ago
Hello exactly what you are saying is what this repo does. I will upload today probably the whole PyCon presentation of it in my blog if you are interested. You will find it at: https://www.petrostechchronicles.com/
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by Aherontas 1y ago
It just builds a ChatGPT like UI that has Agents to serve you either latest news on a specific tech topic (via fetching them via MCP Servers for: Brave Browser, Hackernews and Github for trending repos or repos fetched in the response). It
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by Aherontas 1y ago
Haven't tried balm, I will give it a shot, I am really curious to see all the features it supports.
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by Aherontas 1y ago
Thanks a lot for taking the time to go through the code and leave such a detailed comment, I really appreciate the thoughtful feedback either bad or good, it always helps. Just to clarify: this repo is meant as a quick demo/learning re
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by Aherontas 1y ago
Thanks a lot, I believe too that MCP and A2A are not going anywhere anytime soon. Although both of them need more features and security hardening in order to really survive in production like or enterprise environments.
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Show HN: AI-powered web service combining FastAPI, Pydantic-AI, and MCP servers(github.com)
46 points by Aherontas 1y ago|24 comments
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Drone UWB-Based Indoor Navigation (For GPS Denial)(link.springer.com)
1 points by Aherontas 1y ago|1 comments
20.
by Aherontas 1y ago
The paper has to do about: UWB-Based Indoor Navigation in a Flexible Manufacturing System Using a Custom Quadrotor UAV We tested whether it’s feasible to build an indoor heavy duty UAV for warehouses, and even deploy swarms. Using Marvelmin
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by Aherontas 1y ago
I have the same question, do you use already an on prem RAG system?
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by Aherontas 1y ago
Really glad it helped, feel free to ask anything on it
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by Aherontas 1y ago
Thanks a lot, I am trying to keep up with the AI Hype so concluding all this in an article I thinks it helps everyone to catch up with MCP and ACP. Probably they are going to be the new HTTP like protocols.
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MCP vs. ACP: AI Protocols for Context and Agent Orchestration(petrostechchronicles.com)
2 points by Aherontas 1y ago|5 comments
25.
by Aherontas 1y ago
Lately I have been starting playing with MCP and I started creating small use cases with it in my homelab, so I gathered some information about it and I wanted to share it with you. I hope you find it useful.
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MCP vs. ACP?(petrostechchronicles.com)
2 points by Aherontas 1y ago|2 comments
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by Aherontas 1y ago
In this article I am testing and learning capabilities of MCP + ACP.
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by Aherontas 2y ago
Thank you a lot! In what points do you agree most?
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Tech Predictions for 2025 (Personal)(petrostechchronicles.com)
2 points by Aherontas 2y ago|3 comments
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by Aherontas 2y ago
10 Tech Predictions for 2025 (Personal)

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