i have a rubric based on how two Senior Engineers actually solved the problem, and i use a few independent agents to grade
AGENTS
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Recursive Multi-Agent LLMs Collaborate in Latent Space
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“Recursive Multi-Agent Systems” Many multi-agent LLM systems rely on agents passing text back and forth. This paper argues for a different approach where it makes agents recur together in latent space. So agents refine latent thoughts, pass hidden states across one another,
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Benchmarking Codex Goal Feature Against Senior Engineer Tasks
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i just kicked off my Senior Engineer bench on Codex's /goal feature. we'll see how well it compares to a senior engineer rewriting a slop codebase. current high score on this benchmark is 66/100 achieved by GPT-5.5 with an Opus 4.6 plan—but with an agent baby sitter to make
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Product Manager Ships Products Using AI Coding Agents Guide
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must read Marcus went from product manager to shipping product like a madman @every with coding agents he wrote the definitive guide for how to do it: https://
every.to/guides/ai-prod
uct-management-guide?source=post_button
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LLM vs RAG vs AI Agent vs MCP Explained
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#LLM vs. RAG vs. #AIAgent vs. MCP
by @Python_Dv #GenerativeAI #ArtificialIntelligence #MachineLearning #ML -
User Regrets Letting Codex Go Full Goblin Mode
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Told codex to go full goblin mode and I am immediately regretting it
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Run AI Agent On-Device in Chrome Using Gemma 4 2B Model
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You can now run an AI agent on-device, right inside Chrome.
— AlphaSignal AI (@AlphaSignalAI) 1 mai 2026
No servers. No data leaving your device.
The browser extension uses Gemma 4 E2B, a 2B parameter model with native tool calling baked into its chat template.
The model decides when to call tools and which ones, all… pic.twitter.com/obpX6r1prRYou can now run an AI agent on-device, right inside Chrome. No servers. No data leaving your device. The browser extension uses Gemma 4 E2B, a 2B parameter model with native tool calling baked into its chat template. The model decides when to call tools and which ones, all
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Notion adds Discord and Google Drive triggers for AI Agents
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Notion is working on new triggers for custom AI Agents. It will be possible to invoke agents from Discord, as well as via file changes on Google Drive.
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Remote Infrastructure Management via SSH WireGuard DNS and GPU Job Dispatch
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~2,000 miles from home – SSH into the mothership
– WireGuard tunnel like I’m on LAN
– Resolve everything over private DNS
– Routes via reverse proxies – Dispatch jobs to GPUs
– Sync state across agents
– Search conversations, traces, artifacts, logs Read how below -
Rocket.new CEO Explains Autonomous Prompting and AI Decision Guidance
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"We help our users think through the idea." @rocketdotnew's CEO/founder @Vishalvirani91 talks me through its service that I called "autonomous prompting" but that he shows goes way further than just making better prompts.
— Robert Scoble (@Scobleizer) 1 mai 2026
It helps you figure out what to do.
See replies for… pic.twitter.com/rVFjYonq60"We help our users think through the idea." @rocketdotnew
's CEO/founder @Vishalvirani91 talks me through its service that I called "autonomous prompting" but that he shows goes way further than just making better prompts. It helps you figure out what to do. See replies for