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News
Latent Thought: How Recurrent Depth Works — and What Oversight Costs
8+ hour, 48+ min ago (220+ words) | by Adnan Masood, PhD. | Sep, 2026 Medium Latent Thought: How Recurrent Depth Works — and What Oversight Costs Latent reasoning, AI efficiency, and the evidence enterprises need to govern consequential actions. TL;DR: Recurrent depth lets a language model reuse the same…...
Ditch H2: PostgreSQL Repository Tests with Testcontainers and @ServiceConnection in Spring Boot 4
6+ min ago (204+ words) Your repository tests are green. Then production throws a column “metadata” is of type jsonb but expression is of type character varying…Continue reading on Medium » Ditch H2: PostgreSQL Repository Tests with Testcontainers and @ServiceConnection in Spring Boot 4 Your repository tests…...
The Internet Is Held Together By Systems That Disagree With Each Other
23+ min ago (36+ words) Martin Kleppmann spent 600 pages explaining why that isn’t a bug. A few years ago, I ordered a cab. The app showed the driver …...
Why Editing Is Where Good Writing Actually Happens
34+ min ago (89+ words) A landmark study found two completely different activities hiding behind the same word A writer finishes a draft and calls the next pass …...
Vector Store: How Similarity Becomes Something You Can Actually Search
43+ min ago (290+ words) A beginner’s guide to how vector stores make embeddings searchable while preserving their connection to the passages and …...
The AI Prompt That Scared The Hell Out of Me
45+ min ago (203+ words) Six months ago — as a joke — I used the viral prompt, “Show me what I’ll be doing when AI takes over.” The result depicted me in what looked …...
The Onboarding Doc Is the Most Honest Health Metric Your Team Owns
43+ min ago (31+ words) Why time-to-first-production-change is the most honest health metric your engineering team owns, and how to measure it Day three …...
Spring Boot 4 + Java 25: 10 Things You Should Stop Doing in Your REST APIs
1+ hour, 16+ min ago (38+ words) Modernizing only works when you can say out loud what each change buys you. “It’s newer” is not a reason. I keep a …...
Playwright Chronicles: Crafting Elegant Automation in JS/TS from Scratch — Part 50: Mastering Git…
1+ hour, 19+ min ago (46+ words) Learn how to connect your automation project to GitHub with a step‑by‑step Git workflow. From creating a repository, initializing Git, staging files, committing changes, renaming the branch, adding a remote origin, and finally pushing code, this guide ensures…...
The $15 Frontier Run: What Happens When You Scale the Harness Instead of the Model
1+ hour, 33+ min ago (569+ words) There’s a quiet assumption baked into most agent tooling: if the agent fails a long task, the model wasn’t good …...