10m ago · 6 min read · How to Self-Host AI Agents on a Budget VPS in 2026 (Complete Setup Guide) If you're running AI agents in production, you know the pain: API costs compound faster than you'd expect. GPT-4o at scale, Claude API for every agent in your pipeline — by mon...
Join discussion2h ago · 5 min read · The part we've already solved Cryptographic identity for AI agents? Done. Ed25519 keypairs, DID:key identifiers, signed capability contracts — the infrastructure for agents to verify who they're talki
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5h ago · 5 min read · In December 2025, Anthropic ran an experiment called Project Deal. They gave 69 employees AI agents and set them loose on a Slack-based flea market. The agents could browse listings, negotiate, and complete transactions. No scripts. No hardcoded beha...
Join discussion7h ago · 8 min read · When Stanford published the Smallville paper in 2023, twenty-five generative agents living in a simulated town felt like a watershed moment for multi-agent AI. That was twenty-five. Last week we put two hundred and twenty-one AI agents in a single gr...
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10h ago · 3 min read · TL;DR Cognition AI, makers of Devin, is in talks for a $25 billion valuation. This is a massive jump from their $350 million valuation just last month. It signals serious belief in autonomous AI agents impacting dev work. The news in 60 seconds So,...
Join discussion16h ago · 6 min read · Why every production multi-agent system needs three distinct infrastructure concerns addressed — and how Conduit, Codios, and A2A address each one. The agentic AI wave has produced an interesting inf
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1d ago · 3 min read · Your Agents Aren't Ready for Cheap Long Context DeepSeek V4 shipped with a million-token context window that costs less to run than Claude's 200K. The technical achievement isn't the parameter count or the benchmark scores—it's the Compressed Sparse ...
Join discussion1d ago · 28 min read · Summary LedeMicrosoft's new IQ layers - Work IQ, Fabric IQ, and Foundry IQ - are unified intelligence systems that give enterprise AI agents deep organizational context. Rather than relying solely on
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