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automation
225 postsKill the Loop: Why `while true` Is Not Reliability
Loops ensure persistence but not correctness. A wrong direction compounds errors, leading to faulty outcomes.
Sending Claude Code on a Daily GitHub Patrol
Learn about github-scout.sh, a tool that auto-scores useful open-source software and skills on GitHub.
Agent Tools Issues Exposed in r/openclaw Discussion
The r/openclaw thread discusses usability issues of agent tools and their impact on user experience.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comMecum: Open Source Mac App Enabling Agents to Use Any Desktop Software
Mecum is an open-source Mac application that allows agents to work in any desktop software.
call4me: A New Tool to Simplify Phone Calls
call4me is an innovative tool designed to simplify phone calls for users. It enables fast and effective communication.
Automated Synthesis of Cloud Emulators
CloudEmu presents an innovative approach to automatically generate cloud emulators.
AI Can Review Contracts—But It Can’t Own the Mistakes
AI excels in contract review speed and accuracy, but accountability for errors remains unclear.
AI in SRE: A Practical Autonomy Model for Self-Healing Infrastructure
An exploration of AI's role in SRE and the importance of self-healing infrastructure.
Which Mobile AI Agent Will Be the Most Powerful in 2026?
A comparison of MobiAgent, Mobile-Agent, Mobilerun, and mobile-use projects. Which mobile AI agent will be the most powerful in 2026?
Discord-delete: Bulk Delete Messages from Your Data Export
Discord-delete enables bulk deletion of messages and reactions from your GDPR data package.