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News
Stash 1.3.1 is out
25+ min ago (22+ words) Stash.exe now runs the app in its own process: no hidden PowerShell, no code compiled at startup.... Tagged with windows, showdev, productivity....
Architectural Evaluation: Why We Re-Engineered AI Safety From Text Guardrails to Infrastructure Control Planes
29+ min ago (454+ words) Introduction The open-source AI safety ecosystem includes mature tools for... Tagged with ai, security, architecture, mcp....
Cloud Computing & AWS Explained: A Practical Guide to the Concepts That Actually Matter
15+ min ago (1103+ words) Cloud has become a standard part of modern IT, but understanding it properly is often harder than... Tagged with aws, cloud, beginners....
I co-engineered a macOS Soundcore headphone controller with Claude over a weekend
20+ min ago (849+ words) My Soundcore Space 2 pairs with my MacBook and sounds exactly as it should. But the moment I want to... Tagged with swift, ai, bluetooth, reverseengineering....
Building a browser-based room planner with Codex: what I learned
23+ min ago (157+ words) I'm building Small Room Solver, a free browser tool for trying furniture layouts before moving everything around. You draw your room, enter furniture measurements, move things around in 2D and open a 3D preview. No signup needed; edits stay in your browser…...
A six-line edit made fifteen units stale. The freshness check was working correctly.
47+ min ago (530+ words) Every unit of this project carries a record of its last verification, and each record pins the configuration it was checked against by hashing it. If the configuration changes, the pin no longer reproduces and the record goes stale, which…...
Generation and Operations Are One Thing
37+ min ago (856+ words) Add a service and you get code, observability and deploy — or the platform drifts from reality. What it takes to keep 'declared' and 'actual' the same thing by construction, and what that costs. Tagged with platform, devops, go, architecture....
Deploy Is a Consequence of the Manifest
38+ min ago (1038+ words) Three pipelines, identical for every service, derived from the file that declares the service - and exactly three decisions left to a human: environment, secrets, tag. Plus the one defect in this area that stays green while being wrong. Tagged with…...
Metrics You Get Without Writing Any
38+ min ago (1448+ words) A machine-written snapshot of one service counts 67 metric records. Six of them came from the service. The rest arrived with the runtime - and the rules for adding a new one are stricter than the rules for writing the code that…...
Where Background Removal APIs Send Your Users' Video
1+ hour, 4+ min ago (914+ words) Picking a background removal API is an engineering decision right up until it stops being one. The masks hold on hair and glasses, the latency fits, the integration is a two day job, and then a security reviewer at your…...