Optimization Built for Production.

We are building an optimization engine designed to safely tune LLM agents, prompts, and infrastructure. COMBO (Constraint Oriented Multi-variate Bandit Optimization) automates the search for optimal parameters while strictly adhering to safety limits, all powered by our open-source ML-driven optimization engine.

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Looking for the Managed Platform? It is currently in development at eignex.io.

Recent Posts

002

002 Engine Building and Status Updates

• 3 min read

Time flies when you’re deep in code. I’m a bit behind on updates, but progress has been solid. Since the last post, I’ve wrapped up kencode and pushed further into katom.

I haven’t really written up the bigger vision or architecture yet, so this is a first pass. The idea behind Eignex is simple. Take continuous optimization seriously in production...

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001

001 Building Eignex in the Open

• 2 min read

I’ve always been fascinated by applying optimization to solve real-world problems.

It is often an inherently multidisciplinary activity, and there is something deeply satisfying about taking distinct, often siloed ideas and jamming them together to create something that is fundamentally better than the sum of its parts. In my PhD thesis it was search-based optimization, multi-armed bandit algorithms, combinatorial optimization,...

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