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automation
201 postsBuilding in the Cloud with Codex, Safely
Explore safe cloud coding with Codex. Learn about AGENTS.md and isolated working environments.
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design
AutoDesign optimizes long-horizon design with a meta-harness, enhancing human preferences in media output.
Can AI Conduct Novel Security Research? Introducing the HTTP Terminator
The HTTP Terminator project explores AI's ability to develop new attack techniques, offering significant insights for security engineers.
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.comREFLEX: Record a GUI Workflow, Replay Without LLM Calls
REFLEX allows you to record GUI workflows and replay them quickly without LLM calls.
Astro's Software Factory Drives GitHub Issue Count to Zero
Astro's automated triage process has cut open issues from 200 to 30. With the Flue framework, the project aims for zero open issues, aiding open-source sustainability.
Why Standard Test Automation Misses the Failures That Matter in AI Agent Systems
Explore the failures standard tests miss in AI agent systems and the need for specialized quality engineering.
Anatomy of an AI Kill Chain – Airwars X AI Now Institute
Military AI is reducing human oversight, increasing risks. An abstract kill chain illustrates these concerns.
Preloop: Open-source control plane for AI agents
Preloop offers a unified open-source control plane for AI agents, enhancing governance and cost management.
Do It by Hand First: Keeping Critical Thinking Alive in the AI Era
The importance of solving problems manually before automation and its relation to AI.
Six Questions to Consider Before Adding an LLM
Critical questions to ask before integrating an LLM into your workflow. Assess your process carefully.