You have a YouTube playlist of 40 conference talks. You have bookmarked 200 web articles. You have a folder of PDFs you keep meaning to read. None of that is knowledge yet. It is a queue. Synthadoc v0.3.0 drains the queue. Most people have a system for collecting information. Bookmarks, Notion pages, Pocket, starred emails. The collection grows. The retrieval never quite works. You remember you sa
Engineering Craftsmanship: Building a Sovereign Immutable List in Java In an era of "vibe coding" and AI-driven bloat, there is a distinct value in returning to the fundamentals of structural integrity. As I navigate a career pivot toward Site Reliability Engineering (SRE) and Senior Development, I’ve found that the most resilient systems are those built on the principles of data sovereignty and
It started on a random Sunday afternoon at our kitchen table. I was playing around with an M5Stack Core2, "vibe-coding" a simple pixel face that made a sound when you tapped the screen. I thought it was a fun little experiment—until I showed it to my 10-year-old son, Justus. He looked at it, then at me, and said: "Dad, you can't leave it like that. It needs a life. It needs to eat, it needs to sle
O'zbekistonda To'lovlarni Qabul qilish: Merchant litsenziyasiz, Bepul va Ochiq Kodli Yechim Shu muammoga yechim sifatida men Algorix Pay – Laravel uchun open-source paketini yaratdim. Bu nima va u qanday ishlaydi? Nima uchun MTProto (Userbot)? Asosiy imkoniyatlar: Event-Driven Architecture: Laravel'ning Event tizimiga to'liq integratsiya qilingan. PaymentReceived hodisasi orqali istalgan biznes ma
TL;DR macsh is a tiny menu-bar app that mounts SFTP, S3-compatible, and FTP/FTPS servers as native macOS volumes. Open them in Finder, drag files in, edit in place. No macFUSE, no kernel extension, no Recovery-mode reboot. Apache-2.0, free. Heads up: macsh is built with Claude Code. I'm the designer, tester, and maintainer; the implementation is AI-written under my direction. Bugs and decisions
Reading a long-form piece on, say, the Peloponnesian War. Thucydides gets mentioned as a primary source. I half-know who he is — historian, Athenian, that's about it — but not enough to understand why the author is citing him specifically over Herodotus. Opening a new tab means I lose the sentence I was in. Skipping it means I read shallower than the text deserves. rabbitholes is a Chrome extensio
Hey DEV community 👋 I recently built and deployed a full-stack AI system that predicts medical specialties from clinical text using ClinicalBERT, and I wanted to share the full journey from training to deployment. This is part of my project under GradienNinja / Astrolabsoft. Link https://astrolab-medical-ai.netlify.app/ I built an AI system that: Takes clinical notes as input Predicts the most l
The Autonomous Paradox In 2026, we’ve moved past simple chatbots. We are building Production-Grade RAG pipelines and autonomous agents that can plan, execute, and iterate. But as an architect, I’ve noticed a glaring hole in our "Agentic" future: Identity Sprawl. We are giving agents non-human identities (NHI) with "Full Admin" permissions just to ensure the RAG works smoothly. We are effectively