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Aman Sachan2d ago • 5 min read
I built a three-tier monorepo for a peer-to-peer GPU grid — here is why the API is the loneliest part
I built a three-tier monorepo for a peer-to-peer GPU grid — here's why the API is the...
#python#distributed#opensource#showdev
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Aman Sachan2d ago • 4 min read
How ComputePool allocates work across a peer-to-peer GPU mesh in under 50ms
Architecture of a hub-and-spoke orchestrator that matches ML jobs to idle GPUs using a weighted scor...
#python#distributed#gpu#opensource
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Kavin Kim2d ago • 3 min read
Google Has 50 Partners for A2A. Nobody Has Consensus on Whether the Message Arrived.
Google's Agent-to-Agent protocol hit 50+ enterprise partners this quarter. Salesforce, SAP,...
#ai#agents#messaging#distributed
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Kavin Kim21h ago • 4 min read
68% of Multi-Agent Deployments Fail Within 72 Hours. The Models Are Fine. The Coordination Layer Is Missing.
A 2026 survey of 1,200+ multi-agent deployments found that 68% fail within 72 hours of going live......
#ai#agents#architecture#distributed
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