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News
600 Filters and a 414: The New QUERY Method in.NET 10
21+ min ago (490+ words) A product search, a filter list that kept growing, and a status code I hadn't seen in years. Filters went in the query string, the way they always do. That held up fine until someone saved a "filter set" with…...
Two MacBooks and an agent named Bud
6+ hour, 47+ min ago (934+ words) The Observer Media Ltd Building AI From Toronto, With Kampala in My Bones There is a particular quiet that settles over two founders when they finally stop building long enough to look at what they have built. Sam and I…...
Building Production RAG Systems: Lessons from 6.7M+ Legal Records
1+ hour, 41+ 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…...
Specs rot. Running code doesn't. How I restructured my AI agent skills around live references
2+ hour, 1+ 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…...
Exceed Current Quota - Course Q&A / Agentic AI
9+ hour, 5+ min ago (223+ words) I’m progressing through the Agentic AI course, and I’m at the final module - Module 5. In the ungraded lab for Customer Service Agent, I want to execute the code to see what the LLM generates, and I’m getting an error about…...
My Journey Into Data Cleaning and ETL
3+ hour, 21+ min ago (373+ words) When I first heard the term ETL (Extract, Transform, Load), I thought it sounded like something only advanced data engineers dealt with. But as I’ve been learning, I realized ETL is the backbone of almost every data project. It’s the…...
Code Assignments not loading - RAG - Retrieval Augmented Generation
4+ hour, 13+ min ago (20+ words) Code Assignments not loading - RAG DeepLearning.AI Code Assignments not loading - RAG Clearing the browser cache does not work either...
I built shared-element transitions for React Router — here’s how they work
4+ hour, 8+ min ago (703+ words) How Routeveil morphs elements between React Router routes while handling async rendering, lazy routes, scrolling, interruptions, and cleanup. Route transitions usually treat navigation as two completely separate moments: But what if the element a user clicked did not disappear? What…...
Ruby Reactor vs dry-transaction vs Trailblazer: Choosing a Ruby Workflow Library in 2026
3+ hour, 35+ min ago (1067+ words) You're building something that involves multiple steps. Charge a card, send an email, update inventory. Simple. Then someone says "What if step 3 fails? What undoes steps 1 and 2?" and suddenly you're evaluating workflow libraries. There are four mainstream approaches in Ruby…...
The Hidden Complexity of RAG
2+ min ago (1199+ words) Why “connect an LLM to a vector database” is only the demo—and what production retrieval systems actually require. A basic retrieval-augmented generation demo can …...