Auto-aggregated global tech articles · 815 posts
so im working on my final year project report (pfe) (projet fin d'annee = Final year project which is literlly a big project to final my 6 years, in uni ) and i had to do the whole uml thing, use case diagram, class diagram, sequence diagrams for the main flows and while i was doing it i kept asking
In Antarctic blizzards where temperatures drop below -40°C and winds scream past 200 km/h, Emperor Penguins survive without any central coordinator. Their survival relies on a single distributed rule: If you are freezing on the outer edge, push inward toward the core. If you are getting too warm
I built an open-source self-hosted ERP for small manufacturing and engineering teams. The project started because I saw many small manufacturing shops managing BOMs, drawings and project information across Excel files, shared folders and email. This project aims to bring those workflows into a singl
I Got Tired of Building Backends for Forms, So I Built FORX I don't know if I'm the only developer who does this. You need a simple contact form. So you create the HTML. Then you realize: “Okay, where does this form data actually go?” And suddenly your tiny contact form needs a backend. You s
A free model will write wrong C++ template code. That is not a problem when the compiler is the validator. In this experiment, a free model wrote ten SFINAE detectors; nine reached correctness after feeding compiler errors back into the prompt. The tenth needed one human sentence. Total cost: zero d
Disclosure: I work on Mockzilla, which competes with WireMock. Everything below was run on my laptop today and every claim links to its source. There is a link to the longer comparison at the end, and you can stop reading before it. You have an OpenAPI document. You want a mock server. WireMock is
Article URL: https://www.pnas.org/doi/10.1073/pnas.1118373109 Comments URL: https://news.ycombinator.com/item?id=49564817 Points: 47 # Comments: 26
I opened semantica-agi/semantica during a short coding break because the project’s graph-native approach addresses a problem I keep seeing in gateway deployments: context is available, but nobody can clearly explain where it came from, which account supplied it, or why it influenced a response. The
I'm Pranjul Rathour, a GenAI engineer from Kanpur, India. This is the first post on this blog, so here is who is writing, what I have actually shipped, and what you can expect if you follow along. What I build Between February and July 2026, at Next Upgrad Web Solutions, I designed, buil
Agentic Security Testing Automation: From Vulnerability Discovery to Remediation-in-Loop (2025-2026) Intro: Security testing is undergoing a structural transformation driven by AI Agents. Autonomous penetration testing Agents topped the HackerOne leaderboard, defeating hourly-billed human experts
Agent Self-Evolution: A Comprehensive Survey from One-Shot Learning to Continuous Growth (2023–2026) Abstract: Large language models are static systems—trained once, capabilities frozen. But real-world tasks never repeat themselves. When agents begin to know what they don't know and actively self
The line came out of an essay about the app Cairn, at the end of a paragraph about visual restraint, and it was meant to stay there. The walls don't talk. Cairn is a room; you walk through it and notice what's there, and the walls carry color and texture and they don't address you. I wrote it to des