Very interesting to think about. Job = bundle of tasks + glue. Probably a bunch of other variables involved, e.g. the number of tasks, how long each task is (e.g. METR-like notion of task length ~= difficulty), how contextual it is, how high reliability it needs, whether it can
AGENTS
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AI Becomes Top Code Contributor in Repository
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We've found it surprisingly useful for collaborating with colleagues on scoped fixes and features. It's now the top contributor on our repo.
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5 Hackathons Hosted by Devpost with Prizes and Deadlines
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Explore these 5 Hackathons hosted by @Devpost Agent Development Kit Hackathon with Google Cloud PRIZES: $50,000 DEADLINE: June 23 Build multi-agent AI systems with Agent Development Kit and Google Cloud
JOIN HACKATHON: https://
bit.ly/googlecloudmul
tiagenti
… AWS Breaking Barriers -
Claude AI can run continuously for 24 hours straight
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You can have Claude code running for 24 hours straight too, if you want.
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Spawning Subagents in Claude Code: A Hidden Feature
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Btw, since people don’t seem to know this, you can literally spawn subagents in Claude Code just by asking. pic.twitter.com/dOz29G6qlL
— Pietro Schirano (@skirano) 19 juin 2025Btw, since people don’t seem to know this, you can literally spawn subagents in Claude Code just by asking.
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GPT Compatibility Issues Between Reasoning Models o3 and 4o
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Since reasoning models behave differently, any guidance on how this can impact GPTs built for non-reasoning models? So, if a creator intends for the GPT to function with 4o (which would be all GPTs prior to this change), but the user chooses o3…
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Suna: Open-Source AI Agent for Autonomous Workflows
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I found a 100% open-source generalist AI agent! Suna is a fully open-source agent that takes natural-language instructions and turns them into real, autonomous actions It combines web scraping, file editing, and API calling to run full multi-step workflows.
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Minimax Releases MiniMax Agent for Complex Task Automation
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Minimax dropped MiniMax Agent — it's third consecutive release this week
— Rowan Cheung (@rowancheung) 19 juin 2025
It's an intelligent agent built to tackle long-horizon, complex tasks end-to-end
Also includes programming & tool use, multimodal understanding & generation, and MCP integrationpic.twitter.com/ClACSWteD1Minimax dropped MiniMax Agent — it's third consecutive release this week It's an intelligent agent built to tackle long-horizon, complex tasks end-to-end Also includes programming & tool use, multimodal understanding & generation, and MCP integration
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Perplexity Brand Comes to Life by Apostraphi
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12) Perplexity brand come to life by @apostraphipic.twitter.com/vJ4Y63vZoA
— Nathan Lands (@NathanLands) 19 juin 202512) Perplexity brand come to life by @apostraphi
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Next Generation AI: From GPT2 to the 6502 Moment
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GPT2 was not super programmable yet. Even GPT4 or o3 still fall short a bit. I suspect it’s either nextgen or the one after that that will be considered 6502 in hindsight. Fully multimodal, really smart, reasoning, tool using, agentic, with memory. A first “basics” package.