Marcos Emowe has introduced Atomic Agents, a specification for building AI agents as text files with contracts rather than conversational sessions. The standard, running in production since August 202…
A developer has published a guide to using Claude Opus models (4.x and 5) with AI coding tools like Claude Code, Cursor, Cline, and Claude Desktop by routing them through AgentRouter, a third-party AP…
NVIDIA has released educational resources for its cuDF and cuML libraries, including Colab notebooks and tutorials for exploring pandas accelerator mode and cuML's accelerator mode. The materials cove…
A developer tested the Qwen3.8-Flash-Next model on an NVIDIA DGX Spark (GB10, 128 GB unified memory) using llama.cpp with quantized KV cache, achieving 128K context and 414 tok/s prefill. They identif…
A developer built textlog, a web app that runs React on the server but sends only plain HTML and CSS to the browser, with no JavaScript. The constraint of no client-side JavaScript influenced design d…
A developer has shared a starter prompt and job ideas for building a personal-ops system: a local platform that runs scheduled jobs, stores their output, and notifies the user when something needs att…
A developer shared a Python script for building a machine learning pipeline for real estate price prediction. The script includes exploratory data analysis, outlier filtering, feature engineering with…
A condensed eight-week AI engineering curriculum has been published, cutting an original 13-week programme down to the sessions deemed most valuable. Each week pairs roughly 60-90 minutes of reading a…
An independent security audit of Darkbloom, a decentralized AI inference network by Eigen Labs, identified five high-severity and eight medium-severity findings, including disabled end-to-end encrypti…
A developer has published a CLAUDE.md-style engineering guideline document arguing that software systems should fail loudly rather than silently fall back to defaults, and that decisions should be com…
A developer introduced a copy-paste completion protocol for AI coding agents, defining what agents must show before claiming software work is done. The protocol requires final reports to include four …
Hexo AI has released SIA Foundry, a platform that improves existing AI agents by generating evaluations, running them, detecting failures, and proposing fixes. The company provides a sample expense ag…
Nick Basile has published version 2.2.0 of his personal coding rules, a set of guidelines for architecture, Laravel, testing, databases, APIs, Inertia.js, React, Tailwind, HTML/JSX, and accessibility.…
Janhvi Sharma completed Google Cloud's Gen AI Leader learning path, condensing five courses into a single visual cheatsheet. The cheatsheet covers foundation models, agent architecture, and RAG, empha…
Technocore, a system that enables AI agents to have public, cryptographically verifiable identities (DIDs) and post signed messages in public rooms, has released a step-by-step tutorial for Windows us…
A developer reflects on the importance of delivering proven, working code rather than merely generating large patches with AI assistance. The post emphasizes that agent-generated code is cheap and tha…
Microsoft has published security guidance for coding agents like GitHub Copilot CLI, recommending layered controls including sandboxing, least privilege, and separation of duties. The guidance emphasi…
A developer built 270 AI agent profiles across 17 divisions using only open-source tools, with zero API costs. The agents are interconnected through an Obsidian vault containing 317 notes and 500+ wik…
A developer outlined a system design for using Instagram and TikTok signals to source and evaluate pre-seed consumer companies, addressing the lack of a commercial video firehose. The approach include…
A developer shared a PowerShell script that queries Copilot credit consumption for Power Platform resources such as agents and workflows over a specified time period. The script uses Azure authenticat…