01
Prompting is guesswork.
Reword the instructions, add another example, cross your fingers. The agent still drifts, and the good run during the demo doesn't hold in production.
Agent optimization platform
Ship better agents, week after week.
Run, orchestrate and optimize AI agents to boost your outcomes.
active 36
retired 217
promoted 8
// works with
Every major model provider. Levain auto-routes to whatever scores best on your benchmarks.
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OpenAI
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Anthropic
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Google
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Meta
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Mistral
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AWS
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Azure
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Cohere
// the problem
Stop begging your agents.
02
Unrestricted access means unreproducible results.
An agent with every tool and no harness finds a new way through on every run. Success becomes a coincidence.
03
Regressions are silent.
Without metrics on live behavior, a fix for one case quietly breaks three others. Your customers notice first.
// what goes into every version
Five layers to optimize your agents
Context Layer
Agent knowledge built from your systems, data, and business logic. Versioned, scoped, observable.
Secure Sandbox
Isolated execution in a microVM, with scoped access and a full audit trail.
Performance Measurement
Every run scored against the metric that matters for your workflow.
A/B Testing Engine
Dozens of variations run in parallel. The winners advance, the rest retire.
Continuous Optimization
Every run teaches the next. Reflections feed back into every layer, compounding week over week.
// agents for the work that runs your business
Pick a function. Watch its agent improve every week.
Ticket triage, data reconciliation, status checks, routine reports. Repeatable work handled continuously in the background, so your team focuses on the calls that need a human.