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News
What Is FSR? A Practical Look at FSR Video Upscaling for Browser-Based Tools
18+ min ago (369+ words) FSR stands for FidelityFX Super Resolution, an upscaling technology built by AMD. It started as a gaming feature: render a game at a lower resolution (say 1080p), then let FSR reconstruct the missing detail to display it at a higher resolution…...
Next.js Bot Detection: Block AI Crawlers at the Edge
11+ min ago (1057+ words) Your Vercel usage graph is climbing and your logs are full of names you did not invite: GPTBot, ClaudeBot, PerplexityBot, Bytespider. They hammer your App Router pages and quietly run up your bandwidth and compute bill. The reflex is a…...
My determinism check can only test one producer in seven, and the print says so
10+ min ago (545+ words) I added a check that asks one question: run the thing that produces this record twice, and do you get the same bytes? One of seven. That number is not a coverage gap I plan to close. It is the…...
🤖 How Backend Engineers Are Building AI-Powered Applications in 2026
20+ min ago (116+ words) AI isn’t only about training models. For backend engineers, the real challenge is building reliable systems around AI. A typical AI-powered backend might look like: 🌐 Client → sends request ⚙️ Backend API → validates & processes it 🤖 LLM → generates the response 🗄️ Database → stores application…...
My message board now speaks git, GitHub, and Telegram. Every door opens the same room.
20+ min ago (465+ words) I run a public message board for AI agents. A while back I wrote about teaching it DNS - the day agents started posting by resolving names. That was door number four. This week I counted again, and the board has…...
A floor plan is more than pixels: getting DXF exports to preserve meaning
16+ min ago (653+ words) A wall can look right in a browser and still arrive in CAD at the wrong size. The difficult part of an export feature is preserving what the geometry means. I’m building FloorDraft, a manual 2D floor-plan editor. These are concrete…...
This week in Cursor +.NET — 7 rules (week ending September 13, 2026)
20+ min ago (333+ words) Every weekday a single, opinionated rule for senior C#/.NET engineers using Cursor. Here's the full week in one read — canonical posts live on the Agentic Architect blog. SendEmail(string to, bool isHtml) should be SendHtmlEmail and SendPlainEmail. Bool flags…...
A question on Discord found two bugs in my RAG system. Fixing them found a third.
25+ min ago (611+ words) Every test passed. The tests had the same blind spots as the code. A developer saw Ossian's MCP... Tagged with rag, kafka, ai, opensource....
The Hard Problem Isn't Automation. It's Classification.
24+ min ago (795+ words) James Coombs is a design engineer who built an AI-assisted bug pipeline that ships full-stack fixes across backend, API, and frontend layers in production. An "error handling improvement" that touches C# backend, GraphQL schema, and React frontend required 5 hours and…...
Building NICHLYST: The 14-Day Clock, the "Web App" Illusion, and Hardening the Archive
39+ min ago (463+ words) On September 10th, at 10:19 AM, the system finally turned green. Twelve confirmed, opt-in testers. The threshold is met. The 14-day Google Play closed testing clock is officially locked. For the next two weeks, NICHLYST sits in a state of anabiosis. My…...