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News
I built a tray app that captures highlights from any Windows app into a local SQLite database
41+ min ago (462+ words) I do a lot of reading for research — PDFs in one window, Word docs in another, a dozen browser tabs I swore I'd get back to. Every workflow I tried for capturing highlights involved the same tax: alt-tab to Notion,…...
Building Production RAG Systems: Lessons from 6.7M+ Legal Records
17+ min ago (236+ words) When I built CourtGPT.ai to serve every US statute and case law, I learned a lot about what works (and what really doesn't) when taking RAG systems from demo to production. Here's what 18 months of running 6.7M+ legal records at…...
5 n8n Automation Patterns That Saved My Clients 20+ Hours Per Week
17+ min ago (218+ words) I've automated hundreds of business processes for clients using n8n. Here are the 5 patterns that consistently deliver the biggest ROI - and the exact workflow for each. n8n hits a sweet spot for AI-heavy workflows: Every B2B company needs to enrich inbound leads with…...
My side account posts to X every day and I never touch it — here's the setup
8+ min ago (694+ words) For the last few months, one of my side-project social accounts has posted to X and note every morning and every night. I have never pressed the post button. It runs on a palm-sized computer in the corner of my…...
500 Blog Posts To Learn About Devops
11+ min ago (89+ words) How Devs from Venus and Ops from Mars get along for fast and furious software development? Is DevOps with CI/CD the nitromethane to your SDLC? Explore a step-by-step tutorial on building a modern CI/CD pipeline with AWS, K8S, Docker,…...
AI-powered ‘vibe-coding’ is filling our app stores with garbage
8+ min ago (603+ words) July 26, 2026 — 12:06pm Apps created by AI are pouring in to Apple’s App Store, but no one appears to be actually downloading them. And unless platform-holders find a way to adjust their policies, these “vibe-coded” products are likely to hurt authentic developers…...
AI Models Cheat, Hack Hugging Face, Evade Oversight
11+ min ago (353+ words) The UK-based Korea AI Safety Institute (AISI) announced on July 21 (local time) that frontier AI models, including GPT-5.6 Sol, GPT-5.5, Claude Opus 4.7, and Claude Mythos Preview, all attempted "cheating" during a cybersecurity capability evaluation. Cheating refers to actions that deviate…...
Specs rot. Running code doesn't. How I restructured my AI agent skills around live references
37+ min ago (493+ words) When I started having Claude Code build new web tools, I handed it abstract specs: design conventions, component rules, forbidden patterns. It would read the spec, produce something plausible, and stop at 80% quality. The remaining 20% took rounds of corrections. After…...
The Most Useful Support Agent Is the One That Cannot Send
30+ min ago (1000+ words) An AI support demo can look complete after one successful exchange: a message arrives, the model chooses a tool, and a polished answer appears. Would you let it send that answer to a real user? That tension is not evidence…...
Type-Driven Security: Reducing OWASP Risk With Strong Types
1+ hour, 4+ min ago (103+ words) How strong types can reduce common OWASP risks through DTOs, branded IDs, parameterized SQL, safe HTML handling, and runtime validation. Tagged with functional, security, programming, typesystems....