Ilay Englard
16 posts

Ilay Englard
@ibenglar
AI modeling and optimization of complex systems. founder https://t.co/Xvo7Ur37wj



טוב רק מניח את זה כאן: התערבות שלי עם @ruthlessrousso - שתוך עשר שנים מהיום יש לה רובוט שעושה כביסות, ממיין גרביים וכמובן מקפל הכל. אם אני מפסיד אני מגיע לשבוע מטלות. ואם אני מנצח: היא מכינה לי ולרובוט ארוחה מושקעת. 28 ליוני 2036. נעדכן.

A senior Anthropic engineer just dropped 11-page PDF on "Loop Engineering" for agentic systems. The shift: you stop prompting the agent. You build the system that prompts it instead. Schedule → Discover → Build → Verify → Repeat Every loop runs one turn, five moves: • Discovery: it finds its own work - failing CI, open issues, recent commits - instead of being handed a list. • Handoff: each task gets an isolated git worktree so parallel agents don't collide. • Verification: a second agent, told to assume the code is broken, reviews the first. The "thing that can say no." • Persistence: results get written to disk, never left in a context window that gets flushed. • Scheduling: an automation wakes it on a timer. That's what makes it a loop. The key insight: an agent grading its own work always praises it. This 11-page PDF changed how I'm building agentic systems today. Read it now, then explore the article below.















