Blastproof, an open-source AI testing agent for pull requests, lets developers write end-to-end tests in plain English and uses an AI agent to drive a real browser, select tests affected by a diff, an…
An engineer argues that the true test of test automation is handling changes after initial setup, especially for AI-powered products where behavior can shift due to prompt, model, or tool-policy chang…
A developer argues that test automation tool selection should focus on where a team's testing complexity actually lives rather than on feature checklists. The piece advises evaluating tools against re…
A developer reports that their Cursor config file reached 847 lines, calling it a problem rather than a flex, and details a workflow that ships code with AI, including committing a CLAUDE.md or CURSOR…
A developer released a collection of five portable agent skills for OpenCode and Claude Code, covering tasks such as reviewing AI-written copy, counting text, converting webpages to PDFs, sending noti…
Relay, a startup that built AI agents capable of operating web interfaces, has been acquired by Google, according to a blog post. The team's technology, which handles dynamic DOMs, shadow roots, and o…
A developer's guide to extending Claude Code with MCP servers, subagents, and hooks details how to connect external services, manage scopes, and create custom subagents. The guide covers adding MCP se…
A developer has built a job application automation pipeline using Claude Code that reduces application time from 45 minutes to about 90 seconds per application. The system scrapes a job posting, tailo…
Argus, a new agentic QA tool for teams whose coding agents outpace traditional testing, lets users describe a test in plain language and deploys five AI agents—Validator, Comprehender, Explorer, Strat…
A developer built a standing measurement tool called loadline to track how many context-window tokens MCP servers consume, running 72 trials across 14 servers. The measurements show that Claude's toke…
Anthropic's Model Context Protocol (MCP) is transforming AI-assisted development in VS Code by enabling AI coding assistants to interact directly with files, browsers, and issue trackers. A developer …
A developer used Entire, a tool that captures agent session context, to improve Playwright test coverage for a music app built with an AI agent. The app, called Air Jam, uses MediaPipe for hand tracki…
A developer discovered that macOS's `dasd` daemon accumulated 46GB of compressed memory, invisible to standard RSS-based monitoring, causing a 37GB swap and a 24-hour outage of an autonomous Claude Co…
A developer built a desktop app using Flutter and Node.js with Playwright to automate AI workflows, reducing daily busywork by about 60%. The system splits the LLM into Planner and Actuator roles, whe…
An engineer's guide to MCP servers for Figma, Jira, GitLab, and Playwright reveals that Figma offers both local and remote servers, while Atlassian provides no separate Jira server—only a unified serv…
A developer details how to use Cline, an autonomous AI code agent for VS Code, safely in production by designing deliberate constraints. The developer argues that while Cline can write files, execute …
PixelRAG, an open-source visual retrieval-augmented generation tool, treats documents as screenshots to preserve layout and structure for AI models. The project, built by StarTrail-org, includes compo…
A developer discovered that an Instagram automation job was silently failing for days because the session had expired but the job still returned exit 0. The fix involved reading Chrome's cookie SQLite…
Anthropic's Claude Code CLI fails on Windows when given multi-line prompts because the npm-installed claude.CMD batch shim truncates everything after the first newline, causing the agent to receive in…
A developer discovered that on Windows, a batch-file shim for Claude Code truncated multi-line prompts at the first newline, causing an agent harness to score 3/24 on a web-task eval. By pointing dire…