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News
What's New in Laravel 13: 5 Game-Changing Features You Should Actually Care About
23+ min ago (177+ words) This is easily the biggest shift in how your models and background jobs look. For years, Eloquent models and queued jobs have been defined by a wall of class properties declared at the top of the file. In Laravel 13, native…...
The Hard Problem Isn't Automation. It's Classification.
19+ min ago (795+ words) James Coombs is a design engineer who built an AI-assisted bug pipeline that ships full-stack fixes across backend, API, and frontend layers in production. An "error handling improvement" that touches C# backend, GraphQL schema, and React frontend required 5 hours and…...
Where are decent software developers?
59+ min ago (702+ words) In case you're new to this column, let me warn you: I don't do polite. I nitpick, I rant, and I gnash my teeth about the absurdities of corporate governance, farming in Laikipia, and now, drumroll please, the circus that…...
Qwen3.8 Max 0902 vs Claude Opus 5 - AI Model Comparison
13+ hour, 8+ min ago (18+ words) OpenCode Related comparisons. Other model pairs to check....
Portfolio — Luxor AI | Software & AI Projects
13+ hour, 36+ min ago (182+ words) A selection of software and AI projects we have designed, built, and deployed for clients across Pakistan and beyond. Built a demand forecasting engine using time-series ML models integrated into an existing ERP system. Reduced overstock by 34% and improved order…...
Software Delivery Archaeology
8+ min ago (28+ words) A software project is running late. The deadline is getting closer, confidence is dropping and management understandably wants to know what can be done. Inevitably …...
5K/10K Running Routes with GPT-6 Astra & ChatGPT Work
8+ hour, 45+ min ago (824+ words) The request that works, as demonstrated by Simon Willison on September 12, is almost embarrassingly short: • Prompt: "I live at. Figure out 5K and 10K running routes from me that loop from my house. Use OSM data." • What happened next: ChatGPT Work ran…...
AWS Introduces Pizza Bot: An Open Source Inbox for Background AI Agents
6+ hour, 29+ min ago (377+ words) Deployable: Yes. Pizza Bot offers macOS, Windows, and Linux desktop builds, and browser and terminal clients connected to a local or standalone backend. Its code is licensed under Apache 2.0. Pizza Bot separates tasks into All, the thread history; Unread, completed…...
7 AI System Design Rules GPT-6 Astra Just Changed
2+ hour, 38+ min ago (25+ words) GPT-6 Astra is rewriting how developers approach AI system design. Here are 7 key rules that changed and what they mean for your next project....
CensorLess: Cost-Efficient Censorship Circumvention Through Serverless Cloud Functions
13+ hour, 46+ min ago (1317+ words) Authors: Dayeon Kang, Jade Sheffey, Mingshi Wu, Pubali Datta, Amir Houmansadr Release Date: Monday, July 20, 2026 In this work, we present CensorLess, a circumvention proxy that leverages the unique benefits of serverless platforms. CensorLess comprises three components: a local proxy that…...