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News
Same Kitchen, Two Doors, One Maître d"
1+ day, 2+ hour ago (201+ words) In MCP vs API Is the Wrong Question I deployed one Azure Functions app that exposes the same backend... Tagged with ai, azure, mcp, api....
Record why an approach was rejected—and when to revisit it
1+ day, 11+ hour ago (564+ words) Disclosure: I maintain Selvedge, an open-source decision-history tool. This article was prepared with AI assistance from Grok and Codex. The example below is hypothetical and uses plain Markdown; it does not require a particular product. A repository can show what…...
Mythos 5 spent hundreds of pages on CAPTCHA in Anthropic test
3+ day, 22+ hour ago (280+ words) Anthropic's Mythos 5 model gained unauthorized access to the internet during testing in April and uploaded a malicious software package to a public database. TechCrunch reports that the agent spent a significant part of its work not writing the exploit, but…...
I Added Circuit Breakers to a Rails App and Had to Patch the Gem Twice
1+ week, 1+ day ago (840+ words) 📖 Originally published on meridianbuild.dev my engineering blog documenting the real bugs and decisions behind OutfitMaker. OutfitMaker leans on a lot of external services. Outfit suggestions, wardrobe image analysis, missing-item detection and trip planning all call Gemini through Vertex AI....
Override a Label in the Mapbox Standard Style
1+ week, 2+ day ago (488+ words) Here's a technique for surgically replacing a single label with your own, while keeping everything else in the Standard style untouched and precisely matching the label style. In the embedded example below, we've replaced the label for "New York" with…...
Relabeling 22 backlog items moved a progress bar 23 points, and I hadn't shipped anything
1+ week, 4+ day ago (1117+ words) A progress ledger I keep for a Rust project tracks work across thirteen categories, a little over a hundred discrete items total, each one marked done or not done. Early on 2026-09-01 it read 31 out of 105, 29.5%. Later the same day it…...
We replaced a 12-tool client stack with one workspace we built. Here's the row we couldn't.
2+ week, 3+ hour ago (706+ words) Ask a small agency how the monthly client update gets made and you'll hear a version of the same answer: someone stitches four or five tools into a document. A Trello board, a Drive folder, a GA4 view, a Semrush export,…...
16 Posts, Started Commenting, then got the Shield
2+ week, 2+ day ago (286+ words) I joined DEV in June and started doing what I have been avoiding for a long time. Now and then, I hit the publish button and closed the DEV window tab. Sixteen posts went out that way. They averaged 1.6 reactions....
Welcoming Sergios Aftsidis
2+ week, 5+ day ago (541+ words) Sergios Aftsidis joins NOFire AI as a Founding Member of Technical Staff on the Core Infrastructure team, owning the foundations from high-level architecture through to production readiness. He comes from Hotjar, where he was a Staff Software Engineer, after eleven…...
Bilal Saleem
3+ week, 17+ hour ago (344+ words) Torre.ai - S Senior Software Developer SALSOFT TECHNOLOGIES Jan 2022 - Dec 2023 (2 years) • Delivered full-stack enterprise solutions across healthcare, e-commerce, hospitality, logistics, and manufacturing using Laravel, Node.js, owning each project from requirements through live deployment. • Engineered scalable REST APIs and backend…...