Github I’m building Cerbere AG, an open-source security and observability runtime for AI agents. https://github.com/chrismsmr-celcom/cerbere-AG If you see a problem, don’t just complain about it. Bring the problem to the repo. Let’s build the solution together.
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When I started building ffetch, I had a fairly simple goal: make HTTP requests more resilient without turning a fetch wrapper into a complicated piece of machinery. Retries, backoffs, circuit breaking, and the other patterns could live around a small core, with plugins adding whatever a particular application needed. I liked the elegance of that design, and keeping the library lightweight was a big part of the appeal. The trouble started when I went back through the code looking for correctness issues. I found subtle bugs and edge cases, then more of them as I looked at what happens when you c
The page says confirmation_without_receipt, and the on-call view is brutally small: an order identifier, a queue age, and a message stating that email delivery finished while its PDF attachment did not. The customer has a confirmation, support has a complaint, and a dashboard full of green averages cannot answer the first useful question: what page fired, and which durable fact proves the redacted receipt was the file actually sent? TL;DR: accept the order in the web request, enqueue an immutable receipt job, render the PDF in a worker, redact personal data before the document crosses the shar
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend Hive is a private, multi-user AI life assistant that runs entirely on a Raspberry Pi 4B — no cloud, no subscriptions, no data leaving your home network. I built it for my family. We needed a shared space to manage our week: upcoming events, daily expenses, and a clear picture of what actually matters each day. Every existing tool either costs money every month, sends your data somewhere, or needs a good internet connection. Hive does none of those things — it lives on a Pi on the shelf and is accessible from any p
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend We've all been there, it's late at night, the exam is tomorrow, and there's way too much to study. I built Panic2Pass for my roommate, who had an Operating Systems exam coming up, 200+ pages of notes, and only a few hours left. He didn't need another chatbot. He needed to know what to study first. So I built a small AI tool with four modes: ⚡ 30-Min Crash Plan : Focus on the most important topics first.
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