A developer argues that most engineers use AI as a glorified autocomplete, but the real skill is engineering with AI through agentic workflows. The developer advocates for integrating AI into terminal…
A developer filed a critical bug against their own MCP server tool, safari-mcp, after discovering that the tool's promise of never touching a tab it didn't open had been broken. Upon reading the code,…
A developer outlines a process for using AI in content creation without losing human voice and personality. The guide emphasizes techniques such as providing writing samples to match style, using cons…
A developer building a pytest suite for an AI agent discovered that the agent passed a security test eight times before failing on the ninth run, executing an indirect prompt injection that wrote a fi…
RESK Security released resk-llm-ts, an open-source TypeScript library that sits between API routes and LLM calls to block prompt injections, jailbreak attempts, PII leaks, and other threats using 11 i…
A developer built an AI agent that provides read-only access to an enterprise system of record using the Model Context Protocol (MCP) on Azure. The architecture uses Azure Logic Apps, API Management, …
OpenAI published an audit of SWE-Bench Pro on July 8, 2026, estimating that roughly 30% of its tasks are broken, which undermines the assumption that every task is a valid trial. The company proposes …
OpenAI published a post on teen AI safety, but a developer argues that a single generic refusal is insufficient. The developer proposes a recoverable escalation flow with clear boundaries, immediate c…
A developer has published a mobile test plan for full-duplex voice systems like OpenAI's GPT-Live, arguing that polished desk demos do not cover real-world interruptions such as phone calls, Bluetooth…
GitHub announced Copilot Vision general availability on July 1, 2026, enabling developers to attach screenshots as visual context in Copilot conversations. A developer warns that the feature must supp…
Vercel published an OpenAI Agents SDK with FastAPI template on July 17, 2026, but a developer warns that the template is not production-ready until task ownership is enforced across every layer. The d…
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…