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News
Why a PR walkthrough can pass validation and still be hard to read
12+ hour, 50+ min ago (770+ words) I made an HTML guide for reading pull requests. When I shared it with coworkers, the visual feedback was encouraging, but I still felt that parts were hard to follow. One person wanted to see the explanation before the code…...
Agent orchestrators and agent coordinators are not the same layer
12+ hour, 29+ min ago (702+ words) If you only ever run one coding agent, you do not need either of these. Close the tab, you are fine. For everyone else: I maintain Foremerge, and a couple of weeks ago I submitted it to a list called…...
Your AI Demo Works. Here's What Can Break in Production
13+ hour, 12+ min ago (528+ words) The gap between a working demo and a system people can actually depend on. A demo proves a concept. Production proves everything else. When you build a demo, you're answering one question: can this work at all? You pick clean…...
Best LLM for Coding in 2026: Claude Opus 4.8 vs GPT-5.5 vs Gemini 3.1 Pro (With Enterprise Governance Guide)
14+ hour, 12+ min ago (466+ words) When evaluating LLMs for coding assistance, consider these key dimensions: The table below compares the three leading frontier models generally available via API as of August 2026. Note: GPT-5.5 applies 2× input and 1.5× output pricing for sessions exceeding 272K input tokens. All prices…...
Stop Returning “Access Denied”
14+ hour, 4+ min ago (540+ words) Security teams spend a lot of time deciding whether a request should be allowed. The person making that request experiences the decision through a much smaller interface: usually a status code and a sentence. This is Part 3 of Security Infrastructure…...
Turning Mermaid ER diagrams into shareable 3D schema tours
14+ hour, 12+ min ago (20+ words) Mermaid erDiagram is great for... Tagged with mermaid, sql, database, opensource....
I Built HSKKit: A Different Way to Learn HSK 3.0 Vocabulary
15+ hour, 11+ min ago (670+ words) Learning Chinese vocabulary looks simple at first. You get a word list, memorize the words, and move on to the next level. But while looking at how HSK learners actually study, I noticed a problem: having access to thousands of…...
Controlling AI API Spend in a Next.js 15 Micro-SaaS with Cordis
15+ hour, 37+ min ago (529+ words) At 3:17 AM on a Sunday, your credit card gets charged $1,400 because a mobile user tapped "Generate" four times on a flaky cellular connection. The browser timed out and retried; your serverless handler caught each severed TCP socket and spawned another…...
Ollama's Responses API accepts previous_response_id, returns 200, and forgets the whole conversation
15+ hour, 48+ min ago (538+ words) Ollama 0.34.0, Debian 13, CPU only, qwen2.5:1.5b. The Responses API, which is the OpenAI-compatible endpoint Codex and similar clients use. Turn 1 plants something the model could not guess: password. Now two controls. The same question with the full history sent in the request…...
My Harness Used One Label for Three Different Failures.
15+ hour, 40+ min ago (1083+ words) Three fixtures, three separate calls into the same reducer. Here is the complete failure_reasons each one returned, unedited: These are minimal fixtures with no sandbox event and no tool response, so the first and last codes fire in all three and…...