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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.

Codez@0xCodez
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BREAKING: Solana joins @Mastercard's Agent Pay for Machines, a new service that lets AI agents pay across both cards and stablecoins.

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At NeurIPS, NVIDIA Advances Open Model Development for Digital and Physical AI blogs.nvidia.com/blog/neurips-o…
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Shopify @Neurips 2025! Attend our talks at the conference, stop by the booth and enter for a chance to win Away luggage (Shopify merchant)! Oh and we're hiring - interns and full time engineering and science opportunities!
ta-conference.myshopify.com/pages/shopify-…
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PyTorch Foundation is heading to NeurIPS 2025 with a full program of workshops, sessions, and community events, including our joint booth with Cloud Native Computing Foundation (CNCF) and the Open Source AI Reception with CNCF, Anyscale, Featherless AI, Hugging Face, and Unsloth AI.
Connect with PyTorch maintainers and ecosystem contributors throughout the conference this week. What to expect:
Workshop: Agentic Development at the Frontier
December 2, 4:00–5:00 PM PT
Featuring Joseph Spisak, Davide Testuggine, Aksel Joonas Reedi, Zach Wentz, Daniel Han, Sanyam Bhutani, and Aakanksha Choudhery
🔗 hubs.la/Q03WkRbY0
Workshop: On Device/Edge AI
December 3, 12:00–1:30 PM PT
Featuring Cagatay Bilgin, Matthias Lecher, Andrey Tovchigrechko, Varun Khare, Vijay Janapa Reddi, Karan Goel, and Mitesh Patel
🔗 hubs.la/Q03WkMNd0
Evening Event: Open Source AI Reception
December 3, 6:00–9:00 PM PT
Hosted by PyTorch Foundation & CNCF with Anyscale, Featherless, Hugging Face, and Unsloth at Union Kitchen and Tap Gaslamp in San Diego
🔗 Register to secure your spot: hubs.la/Q03WkQMR0
Talk: Modular Agents and Orchestrated Coordination using Open Agentic Protocols
December 4, 10:45–10:57 AM PT
Featuring Matt White
🔗 hubs.la/Q03WkQwW0
Booth: Meet with Us in the Exhibit Sponsor Hall
We’re proud to be a Diamond sponsor of NeurIPS 2025 alongside CNCF. Come visit us in the Exhibit Sponsor Hall A/B - Booth #723
#NeurIPS2025 #NeurIPS #OpenSource #OpenSourceAI #PyTorch

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If you're attending NeurIPS, stop by our booth (#1523) this week. We'll be hosting demos, info sessions, and meet and greets with our team.
📆 Full schedule: amzn.to/48rCLaj #NeurIPS2025



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Boho retweetledi

If you’re new to 8004, recommend to take a look at this as intro. Meanwhile, try out 8004scan.io to explore agents and create one to test it out. @DavideCrapis @marco_derossi @13yearoldvc
YQ@yq_acc
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“How can a human optimise stablecoin yield when there is a new stablecoin every day?” @renckorzay pitches @gizatechxyz @ Trustless Agent Day

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The Epic Beginning of "Trustless Agent Day" at @EFDevcon
Huge thanks to the 8004 and x402 communities, and to @MetaMask, @coinbase, @ethereumfndn, and @googlecloud for making this happen.
Full video & live streaming below 👇
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