DigitalOcean Buys Katanemo Labs to Close the Agent Production Gap
DigitalOcean just made its biggest AI bet. The company acquired Katanemo Labs, the team behind Plano — an open-source, framework-agnostic data plane for agentic applications. Salman Paracha, Katanemo's co-founder and CEO, joins DigitalOcean as Senior Vice President of AI.
The timing makes sense when you look at the numbers. DigitalOcean says 61% of developers cite the prototype-to-production gap as their biggest challenge, and fewer than 10% of AI initiatives advance beyond pilot stages. That's the problem Plano was built to solve. It abstracts orchestration, workflow execution, safety, and observability into a NoOps layer, so teams can focus on agent logic instead of infrastructure plumbing.
Katanemo also brings small action models like Arch-router and Plano-Orchestrator, purpose-built for routing and orchestrating agent tasks. These complement DigitalOcean's existing inference platform with the operational layer that's missing from most cloud providers. The pitch is simple: build, run, and improve agents in production on a single platform.
Worth noting: Katanemo's research on signals-based observability — converting production traces into behavioral insights — was featured in a paper that hit 6,100+ upvotes on HuggingFace, the highest engagement we've tracked in weeks. That research capability now lives inside DigitalOcean.
https://www.digitalocean.com/blog/digitalocean-acquires-katanemo-labs-inc
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The timing makes sense when you look at the numbers. DigitalOcean says 61% of developers cite the prototype-to-production gap as their biggest challenge, and fewer than 10% of AI initiatives advance beyond pilot stages. That's the problem Plano was built to solve. It abstracts orchestration, workflow execution, safety, and observability into a NoOps layer, so teams can focus on agent logic instead of infrastructure plumbing.
Katanemo also brings small action models like Arch-router and Plano-Orchestrator, purpose-built for routing and orchestrating agent tasks. These complement DigitalOcean's existing inference platform with the operational layer that's missing from most cloud providers. The pitch is simple: build, run, and improve agents in production on a single platform.
Worth noting: Katanemo's research on signals-based observability — converting production traces into behavioral insights — was featured in a paper that hit 6,100+ upvotes on HuggingFace, the highest engagement we've tracked in weeks. That research capability now lives inside DigitalOcean.
https://www.digitalocean.com/blog/digitalocean-acquires-katanemo-labs-inc
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