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News
Spring Boot 4 + Java 25: 10 Things You Should Stop Doing in Your REST APIs
11+ 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 …...
I Thought AI Was Helping Me. Then I Noticed What It Was Doing to Me.
30+ min ago (552+ words) I thought AI was saving me time. Then I noticed what I was doing with the time it saved. A few weeks ago, I was sitting in front …...
Nobody Is Telling Junior Developers the Truth About AI
31+ min ago (181+ words) There’s a conversation happening in every tech Slack channel, every CS department hallway, every “should I still learn to code” comment …...
I Was Burning 15 Generations Per Track Until I Stopped Doing This One Thing
39+ min ago (97+ words) The Real Issue: Full Rewrites Waste Everything That Was Already Working If 80% of a track is working — the mood is right, the tempo feels good, the instruments are in the right ballpark — and you scrap the whole prompt because one…...
How we used three AI models in our own Kiosk for a local Showcase
41+ min ago (35+ words) Last week we held a stand in Taranaki Business Showcase, organized by Taranaki Chamber of Commerce at Plymouth International. We were …...
Two Weeks In: Reflections from the Edge of My Own Competence
47+ min ago (488+ words) It’s been two weeks since I started my new job in September 2026. I want to write down where things stand right now. I’m currently working on the development of AI-based image recognition software. But honestly, I don’t fully understand what…...
From Code to Architecture: My 22-Year Journey in Technology, Leadership, and Innovation
1+ hour, 3+ min ago (1060+ words) How curiosity, continuous learning, and solving increasingly complex problems shaped my journey from software …...
We Took One App From 12 Users to 100,000. Here’s Every Time It Broke.
1+ hour, 11+ min ago (1485+ words) A build log, in order. The app is a prop. The failures are real, and they arrive in a predictable sequence. Most scaling …...
Captions vs. Transcripts: Which Accessibility Deliverable Do You Need?
1+ hour, 9+ min ago (945+ words) The short answer: captions are text synchronized with media playback. A transcript is a separate document meant to be read. They may begin with the same words, but they do different jobs. For most prerecorded video, captions provide access during…...
Database Isolation Levels: What Can Concurrent Transactions Actually See?
1+ hour, 13+ min ago (743+ words) Transactions do not execute in isolation from reality. Isolation levels define how much of that reality they are allowed to observe. In the previous topic, we explored Optimistic and Pessimistic Concurrency Control. Now we can go one level deeper. What…...