Luis Manrique
Founder of Understudy Labs, Effortlessly move to open weight models
Company
Luis Manrique is listed as a founder of Understudy Labs. An open-source toolkit to capture traces, evaluate cheaper models against benchmarks, and ship specialist routes you own. Capture traces from LLM production workflows with a single install that deploys within coding agents you already use. Hosted infrastructure is optional. Evaluate the captured traces and set a benchmark for success. Every future model switch meets or exceeds it in A/B testing. Train and fine-tune a new model on prompts and weights you always own. Start locally and scale into cloud-hosted processes as you see success. Deploy a new model only when the held-out eval is beaten. Serve it wherever you want. Production data feeds back into training and compounds performance over time. Test. Learn. Deploy. Repeat.
Founder traction evidence
Public posts and activity attributed directly to this founder.
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i love @FireworksAI_HQ product and it’s become a keystone in @understudylabs stack
i love @FireworksAI_HQ product and it’s become a keystone in @understudylabs stack
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moraine is an open source tool that lets your coding agent search ALL your other coding agents’ traces. totally local, built on clickhouse `uv tool install moraine-cli`
moraine is an open source tool that lets your coding agent search ALL your other coding agents’ traces. totally local, built on clickhouse `uv tool install moraine-cli`
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Luis Manrique (@lluismanrique) on X
A team uses frontier models to run one repetitive task over and over: classify the message, pick the next tool, pull the right record.
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@agupta @chahvivi has an amazing training stack ive used at @gumloop and @understudylabs sleeper tinker-killer having high quality inference and training in one place
@agupta @chahvivi has an amazing training stack ive used at @gumloop and @understudylabs sleeper tinker-killer having high quality inference and training in one place
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the inference markets are going to be bigger than the energy markets and both will have a huge impact on each other
the inference markets are going to be bigger than the energy markets and both will have a huge impact on each other
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@MiaAI_lab @PrismML GLM 5.2 next
@MiaAI_lab @PrismML GLM 5.2 next
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I'm in for $500k, do it @fujikanaeda
I'm in for $500k, do it @fujikanaeda
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local ai mullet prefill in the front, decode in the back
local ai mullet prefill in the front, decode in the back