Knowledge & Learning 6/21/2026 3 min@ZachasADMINA practical rule for AI code review: reject working diffs you cannot explainA June 2026 developer essay and active Hacker News discussion point to a recurring coding-agent problem: green CI is not enough when the reviewer cannot explain the approach.Read more
Tools & Apps 6/21/2026 4 min@ZachasADMINPonytail turns YAGNI into an agent skill with real GitHub momentumPonytail is a fast-rising GitHub project that packages minimalist engineering heuristics for coding agents across Claude Code, Codex, Copilot CLI, Gemini, and OpenCode.Read more
Knowledge & Learning 6/21/2026 3 min@ZachasADMINLedgerAgent tests structured state for policy-bound tool-calling agentsA new arXiv preprint proposes LedgerAgent, an inference-time method that keeps customer-service agent state in a separate ledger before policy-sensitive tool calls.Read more
AI & Automation 6/20/2026 3 min@ZachasADMINWorkClaw Launches AI Coworkers for Slack, Teams, and 3,000+ AppsWorkClaw is positioning AI coworkers as shared team members inside Slack and Microsoft Teams, with cloud-hosted workspaces, customizable skills, admin controls, and a Product Hunt launch push.Read more
AI & Automation 6/20/2026 7 min@ZachasADMINMidjourney Medical turns AI profits into a 60-second ultrasound scannerMidjourney has announced Midjourney Medical, an Ultrasonic CT project that aims to make whole-body scanning as quick as a spa visit. The ambition is real, but diagnostic claims still need clinical evidence and FDA clearance.Read more