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A senior Anthropic engineer released an 11-page PDF on Loop Engineering, detailing a framework for building autonomous AI agent systems that self-discover work, isolate tasks, verify through a second agent, persist to disk, and run on a schedule.
Trellis is an open-source project that provides team-level engineering standards and a project memory framework for AI coding agents. It supports multiple platforms and enhances agent development efficiency and quality by persisting specifications and task context to code repositories.