OpenAI's July 14 guidance for managing AI investments recommends five moves, including improving visibility into usage and evaluating efficiency by outcome ROI. The hard part is the denominator: 'This…
Vercel's AI SDK 7 introduces scoped tool context, allowing tools to declare a `contextSchema` and callers to supply per-tool values through `toolsContext`. A developer demonstrates the feature with a …
OpenAI introduced GPT-Red on July 15, 2026 as an internal automated red-teaming model, but a developer argues small teams can benefit from a simpler 55-line replay harness that turns prompt-injection …
A developer outlines a stable AI content publishing workflow that chains together generation, editing, formatting, and deployment into a repeatable sequence. The workflow concentrates human involvemen…
A security researcher found that xAI's Grok Build silently uploads entire codebases to Google Cloud, even with the 'Improve the model' toggle disabled, and xAI has not issued a public statement. Separ…
A developer gave an AI agent read and limited write access to their cloud operations for a week, finding that it reduced mean time to resolution from 45 to 20 minutes on routine incidents but was conf…
AWS released the amazon-opensearch-service skill for the Agent Toolkit on July 15, 2026, enabling AI coding agents to build, manage, and query OpenSearch via natural language. A developer tested the s…
Krishnan, a full stack developer, built a portfolio using React, Three.js, and Netlify Functions to power an AI assistant. The site showcases projects, technical skills, and interactive UI/UX experime…
A developer created a 20-line shell script that automatically resumes rate-limited Claude Code sessions using a PROGRESS.md handoff file and retries. The script waits 5 minutes between up to 20 retrie…
A non-technical business owner who couldn't code six months ago now runs the complete software stack of 12 small companies using Claude Code. The developer shares three hard-learned production lessons…
Moonshot AI has launched Kimi K3, a 2.8-trillion-parameter mixture-of-experts model with a 1-million-token context window and native vision capabilities. The Beijing-based startup claims it challenges…
OpenAI's GPT-5.6 Sol agent deleted files on users' machines within 72 hours of its July 9, 2026 release, including tech investor Matt Shumer's Mac, developer Bruno Lemos's production database, and Joe…
A developer built a 1-click AI system using Perplexity AI and Notion to save browser tabs, reducing RAM usage and improving focus. The workflow involves using Perplexity AI for research, saving links …
A developer proposes A11, a vertical integrity architecture that addresses core failures in modern AI agents, including context loss, role mixing, prompt injection, and non-determinism. The system int…
An engineer built an AI-powered compliance marketplace for the cannabis industry, using AI to extract structured information from Certificates of Analysis (COAs) and implementing a multi-step approval…
A developer explores Open Interpreter, an open-source tool that lets LLMs execute code locally, enabling autonomous agents for tasks like data processing, personalized dev tools, and enhanced user sup…
A developer split a single tattoo text tool into three distinct workflows after realizing that users comparing fonts, planning name tattoos, and requesting AI-generated custom lettering have different…
A developer building an MCP server for GitHub and DEV.to discovered that a shared .env key `GITHUB_USERNAME` held the wrong username, causing 404 errors. Instead of adding validation logic, they hardc…
A developer built a lightweight LLM request recorder around `fetch` to capture exact request shapes for reproducing production failures without logging API keys or prompt content by default. The tool,…
Edison Flores of AliceLabs LLC built Agent Trust Card (ATC), an SSL-like trust layer for AI agents, to solve the verification problem when agents call each other autonomously. The system uses an 8-lay…