Education
An agent harness turns a model's decisions into action: it runs the loop, executes each tool call, keeps the notes and calls time. The word is new, the thing is not. What changed in 2026 is that OpenAI, Vercel and LangChain started selling it.
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LangChain: when a worker crashes, another worker picks it up from the latest checkpoint. There are two ways to build that. One creates in 80ms and loses everything since the last pause. The other starts slower and kept 5,501 of 5,501 checkpoints through an ungraceful kill.
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Nirvana's layer is high-performance block storage. ABS ships 20,000 baseline IOPS against AWS gp3's 3,000 default, bursting to 600,000, and in our own benchmarks runs 10.5x faster than gp3 on cold-read analytical queries.
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CPUs are back: Why agentic AI needs more CPUs than GPUs, and what's next for cloud
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Google Cloud (GCP) Hyperdisk Balanced, Hyperdisk Balanced HA vs Nirvana Accelerated Block Storage (ABS)
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If your infrastructure sits on AWS, your decentralization stops there.
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Nirvana Labs, developers of the pioneering crypto-specific bare metal cloud platform, proudly announces a significant milestone: the support of over 60 blockchain networks and a rapidly expanding customer base that now exceeds 50 web3 companies.