If you are using Opus for every single step in your workflow, then this post is for you! For example:
searching logs,
finding the right file,
checking where an error happened,
looking through a repo for one function. Then people dump all of that into the same context window and
AUTOMATION
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Using Opus for every workflow step leads to context dumping
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Billion quick questions trivial compared to long-running agents
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Codex users, easily. A billion quick questions is nothing next to agents running for hours.
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Agentic AI: Solving Skilled Labor Shortage in Manufacturing and Supply Chain
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Agentic AI offers huge value for addressing the skilled labor shortage across manufacturing operations and supply chain.
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AI reads in U-shape: scale complex tasks with subagents
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When one prompt isn't enough, stop cramming! Brilliant piece by my good friend Mari! It covers how AI reads in a "U-shape" (ignoring the middle) + how to scale complex tasks using subagents instead of these fragile MEGA-prompts
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AI writes site that curates 40,000 daily posts
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AI wrote every word on my site that reads 40,000 posts a day here on X and picks the best. It's pretty good: https://
alignednews.com/ai While I agree with you, there is some reason to have AI write. I can't read 40,000 posts a day. Can you? -
Bernard Marr at Asana Summit on AI agents and future work
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I’m in London today at Asana’s Work Innovation Summit, where the big focus is the future of work, AI agents and how human teams can work more effectively alongside intelligent systems. One of the themes I’ll be exploring today is the shift from individual AI tools to agentic
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GitHub launches GH-600 certification for Agentic AI Developers, focusing on safe CI/CD integration.
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The "Agentic AI Developer" is no longer a buzzword. It’s a formal credential. @github just dropped the GH-600 certification. This isn't about writing prompts. It’s about integrating AI agents safely into CI/CD pipelines without introducing catastrophic failures. To pass
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AI frees humans from mundane tasks for satisfying work
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AI isn't replacing humans; it's taking away the repetitive, mundane tasks people hate so they can focus on high-value, satisfying work. Gregg’s advice? Don't wait to get started. Full floor interview: https://
youtu.be/lVUOygymm0g @Appian @SwayEffec #AgenticAI #FutureOfWork -
HeyGen announces FRAME.md format for branded videos
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HeyGen announced a new FRAME.md format 👀
— 🚨 AI News | TestingCatalog (@testingcatalog) 4 juin 2026
This format converts DESIGN.md files (which describe your brand guidelines) into a new format that also explains how to generate branded videos.
It comes as an open-source repository that any brand can use, so the new FRAME.md file can… https://t.co/VstZJOyQAf pic.twitter.com/uekrNaDRDGHeyGen announced a new FRAME.md format This format converts DESIGN.md files (which describe your brand guidelines) into a new format that also explains how to generate branded videos. It comes as an open-source repository that any brand can use, so the new FRAME.md file can
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Benchmark lets AI agents curate own training data without humans
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What if an AI agent could curate its own training data—without human hand-holding? Researchers from Virginia Tech, UIUC, UW-Madison, and UC Berkeley present CURATION-BENCH, a benchmark that gives generalist coding agents command-line access to inspect, implement, test, and