6/ Keep Track Across Weeks "This project runs for a month: [describe it]. Keep track of every decision made, how requirements have shifted, and what we have already tried. Use context compaction so nothing important gets lost as we keep going."
AGENTS
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Multi-Agent Task Coordination and Parallel Execution
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3/ Run Everything At Once "I need all of these done at the same time: [list tasks]. Assign each one to a separate agent, keep them coordinated, report back on all of them as they progress, and bring the results together when finished."
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Robotics Lists Compilation For Unnerving Technology
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I have several robotics lists here to unnerf it all: https://
x.com/scobleizer/lis
ts
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Building AI Agents: Vision and Iterative Improvement Strategy
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Two ways: 1. Start with a clear, defined, vision of what you are building.
2. Iterate. I talk with my agents many times to get them to improve what I'm building. It's deeper than that, of course, but this is X and only have a small amount of time. 🙂 -
AI Agents Meet Web3: Building Autonomous Business Systems
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Web 3 and AI mix.
— Robert Scoble (@Scobleizer) 17 avril 2026
Meet the guys who are bringing your AI Agents the ability to run their own business: @eigencloud
Conversation with @sreeramkannan founder about the shifts happening as Web 3 and the AI worlds collide. pic.twitter.com/Q0SFBhdjp7Web 3 and AI mix. Meet the guys who are bringing your AI Agents the ability to run their own business: @eigencloud Conversation with @sreeramkannan founder about the shifts happening as Web 3 and the AI worlds collide.
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UniDoc-RL: Hierarchical Visual RAG with Dense Rewards
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UniDoc-RL Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards paper:
https://huggingface.co/papers/2604.14967
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Insights on Claude Code AI Agent Harness Design
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My one takeaway from the leaked Claude Code: a good agent harness should get out of the way. As @polynoamial once put it, "Your fancy AI scaffolds will be washed away by scale" Claude Code's harness is the opposite of a fancy scaffold: it's simple, but to the point ;
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Eight Types of LLMs for Next Generation AI Agents
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8 Types of #LLMs for Next Generation #AIAgents
by @PythonPr #GenAI #AI #ArtificialIntelligence #MachineLearning #ML -
Premier aperçu de Grok Build et Computer
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Early look at Grok Build and Computer 🔥
— 🚨 AI News | TestingCatalog (@testingcatalog) 17 avril 2026
Yes, there is a strong assumption that both will arrive at the same time as a desktop app.
> Grok Build UI has 2 versions, Local and Remote. The local version uses a Grok agent running locally for execution, which only makes sense if it… pic.twitter.com/tGb7jvbIyiEarly look at Grok Build and Computer Yes, there is a strong assumption that both will arrive at the same time as a desktop app. > Grok Build UI has 2 versions, Local and Remote. The local version uses a Grok agent running locally for execution, which only makes sense if it
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Anthropic launches Claude Design to create prototypes
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Anthropic released Claude Design 👀
— 🚨 AI News | TestingCatalog (@testingcatalog) 17 avril 2026
A new tool to generate UI prototypes, slides, and one-pagers. Claude Design will be gradually rolled out to all paid plans shortly. https://t.co/CURkPLQOr8 pic.twitter.com/YzG6CwO32ZAnthropic released Claude Design A new tool to generate UI prototypes, slides, and one-pagers. Claude Design will be gradually rolled out to all paid plans shortly.