NEW paper worth reading. (bookmark it) Autonomous research systems usually prove themselves on cherry-picked wins, human-framed topics, or a handful of preset tasks. FARS runs the full loop at scale instead. Stage-specific agents handle ideation, planning, experimentation, and
AUTOMATION
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Claude Beginner Guide Focuses on Practical Work Automation
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Claude AI for Beginners Bible — The Ultimate Guide to Automate Your Work, Save Hours Every Week, and Use AI for Real-World Results: https://
amzn.to/4ghM0PY -
Have Agents Build Automations Instead of Running Every Task
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having agents build automations > having agents do everything
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Self-Evolving Agent Loops for AI Product Management
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AI PMs should just build Agent LOOPs in 2026. Everything else gets delegated to agents. Mapped Andrew's 3 loops into a self-evolving AI PM Loop system.
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Ivo Flags Unusual Contract Clauses and Retrieves Prior Deal Language
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A vendor slips a clause your team has never accepted.
— AI Highlight (@AIHighlight) 1 juillet 2026
You'd never catch it. nobody remembers every deal.
Ivo benchmarks does.
It flags the term and pulls the exact language from the deals where you held the line. https://t.co/u15cF5q8hBA vendor slips a clause your team has never accepted. You'd never catch it. nobody remembers every deal. Ivo benchmarks does. It flags the term and pulls the exact language from the deals where you held the line.
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Consultant Describes Moving From Claude Code to Codex for Automation
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.@NataliaZarina rode so hard for Claude Code we devoted an episode to how she was using it to automate her job running @every’s consulting practice.
— Dan Shipper (@danshipper) 1 juillet 2026
Fast forward to five months later, and she rides just as hard for Codex. I had her back on AI & I to talk about what caused her to… pic.twitter.com/fwsHtnUnaz.
@NataliaZarina rode so hard for Claude Code we devoted an episode to how she was using it to automate her job running @every
’s consulting practice. Fast forward to five months later, and she rides just as hard for Codex. I had her back on AI & I to talk about what caused her to -
Warp’s Founder Predicts Automated Software Factories for Major Projects
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Warp's founder @zachlloydtweets thinks every major software project will soon run on an automated "factory." I caught up with Lloyd on the expo floor of the @aiDotEngineer World's Fair, to discuss why & how engineers should prepare for this shift.
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JPMorgan Chase Uses AI Agents Across Banking Workflows
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How JPMorgan Chase Is Building The AI-Powered Bank Of The Future JPMorgan Chase is giving the #business world an early look at what happens when #AIagents move beyond experiments and start reshaping #workflows, #jobs and customer experience at scale. Its strategy offers
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Bloome Brings Multiple AI Agents and Teammates Into One Workspace
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Cross-agent feedback loops are incredibly effective — for a reason. Check out what @leon2mcp and team at
@Bloome_im are building in this space:
http://
bloome.im Bloome lets you pull Claude, ChatGPT, Gemini, and human teammates into a single shared workspace. The best -
AI Reads X Pro Feeds to Compile Updates
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X Pro is busy. So is my AI which reads them and builds this: