A developer outlines how to eliminate repetitive prompt writing in Claude by using Projects and Skills. Projects save context such as brand guidelines and writing style, while Skills enable reusable w…
New research from Stanford and ADP shows that while AI has not caused mass unemployment overall, it is disproportionately reducing entry-level jobs for workers aged 22-25, with a 3.8% annual employmen…
Coinbase quietly cut its AI bill nearly in half by switching to open models, smarter routing, and better caching, demonstrating that open models can perform effectively without incident. Meanwhile, An…
A developer built TokenCap, an open-source CLI and VS Code extension that generates an AI-optimized snapshot of a codebase, to solve context drift in LLM interactions. The developer argues that prompt…
A developer built a real-time arrhythmia detector using TinyML on an ESP32 microcontroller, processing raw ECG data locally with TensorFlow Lite for Microcontrollers. The system uses a quantized 1D-CN…
A developer spent $200 solving a $2 problem due to an AI system that failed softly, producing confident but wrong results without triggering traditional alerts. This incident illustrates why AI Site R…
A developer built an AI agent that eliminates 'middle steps' in daily tasks, such as sourcing origami materials from a single sentence. The agent autonomously searches for tutorials, prints guides, an…
A developer built six AI-powered projects in 30 days after being laid off in March 2026. The projects include a Chrome extension with 15 users, a weekly report generator, an Apple Mail plug-in, a resu…
AWS is advancing agentic AI for operational work, including autonomous incident response with the AWS DevOps Agent. An engineer argues that incident response is a harder test for AI agents than code g…
A developer identified that Claude Code sessions become permanently bricked with a '400 no low surrogate in string' error when a lone UTF-16 surrogate (U+D800–U+DFFF) is written into the session trans…
CommitBrief caches LLM reviews using content-addressed hashing, where each cache key is a SHA-256 hash of the diff, system prompt, provider, model, language, and schema version. This design ensures th…
An engineer provides a formula to estimate KV cache memory consumption for large language models, showing that the KV cache often becomes the bottleneck before model weights. For Llama 3.1 70B at 128K…
A developer tracked AI prompts for 30 days and identified seven that save at least 10 hours per week. The prompts cover code explanation, debugging, test generation, refactoring, code review, document…
AIKit has built a launch metrics dashboard that connects blog traffic, demo pages, and CTAs into a product decision system. The Cloudflare-native cockpit captures events like page views, scroll depth,…
A developer outlines a production readiness checklist for AI systems after proof-of-concept, emphasizing that infrastructure layers—data pipelines, architecture, and monitoring—are more critical than …
A developer shares five patterns for designing tools that large language models can reliably call, based on lessons from the Claude Certified Architect Foundations exam. The patterns include writing t…
A developer built VisaTrack, an AI-powered visa document tracker using Django, Aurora PostgreSQL, and React. The project required a custom Django database backend to handle IAM authentication, as the …
AgentGuard, an open-source static analysis tool for AI agent vulnerabilities, uses regex-based rules to detect prompt injection and other flaws in source code. Its creator, Dockfix Labs, is developing…
Dockfix Labs released AgentGuard, an open-source static analysis tool that scans AI agent codebases for all 10 OWASP Agentic Security Initiative risks, including prompt injection, tool abuse, and data…
An engineer warns that large-scale use of AI agents quickly exhausts token and budget limits, leaving users locked out. The developer advocates treating agents as mentees to improve code quality and e…