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Two LLMs, One Key Pool, Zero Improvisation
18+ min ago (994+ words) Splitting the Job in Two Klyro's diagnostic core runs on exactly two LLM calls per run, not one, and the split isn't cosmetic. An Analyst looks at the load-test results and figures out what's actually wrong. An Investigator takes that…...
When the Same Reference Data Lives in Three Services: Why We Moved It into a Dedicated Service
15+ min ago (1511+ words) How to reduce data collisions when three services use different databases but rely on the same business semantics. In distributed systems, problems rarely begin with something dramatic. On paper, everything usually looks rational: separate services, separate databases, clear responsibility boundaries....
Gzip 1.15 fixes a wrong-file deletion race
10+ min ago (636+ words) Gzip 1.15 was released on September 20, 2026, and it fixes a bug that could make gzip delete the wrong file. Jim Meyering announced the release on the GNU info-gnu mailing list. Most of the bugs it fixes have been in gzip since…...
The SOLID Code: A Quest Inspired by The Matrix
51+ min ago (595+ words) Honestly, I still remember the first time I looked at a Python class that was doing everything. It was a User model that validated emails, hashed passwords, talked to the database, sent welcome emails, and even logged audit trails. I…...
Built CLI to make $20 AI coding normal again
54+ min ago (15+ words) Hey Devs 👋 I built LucentraCode because paying $100–$200/month for serious AI coding started......
Post-Mortem: Surviving AI-Generated Playwright Tests in Production
51+ min ago (891+ words) The objective was to accelerate the creation of regression tests for a complex SaaS dashboard. The baseline was a legacy Cypress suite that was slow, flaky, and difficult to read. The team integrated a workflow where product managers and developers…...
A complete engineering log of building `findmypylibrary` with an AI pair-programmer (Claude Code)
51+ min ago (1812+ words) A complete engineering log of building findmypylibrary with an AI pair-programmer (Claude Code): what broke, how we found out, what we tried, what we measured, and why each decision went the way it did. Nothing is left out, including the mistakes…...
netcup VPS 1000 G12 benchmarked: how fast is it really?
58+ min ago (890+ words) The VPS 1000 G12 is netcup's entry-level VPS and the server most Serverküche recipes run on. But how fast is it really? We measured it thoroughly with standard tools – and show you the commands you can use to check your own server…...
A Short Code Tour Helps AI Find the Right Files
58+ min ago (1210+ words) An AI assistant trained on millions of open-source projects will confidently suggest a change to the... Tagged with ai, claude, productivity, beginners....
Near-Duplicate Model Strings Are Quietly Changing Your Bill
1+ hour, 28+ min ago (546+ words) A script that fetches a pricing JSON and flags near-duplicate model names with divergent cache-read prices before you ship the wrong string. Tagged with ai, programming, webdev, discuss....