Fractional AI engineering.
Lights Out Labs works on retainer with solo founders and small teams. We build agent workflows, production infrastructure, and business automation, and we leave you with systems you can run yourself.
Your agents ship faster than you can review.
We set up merge gates, review automation, and PR-stack workflows so the queue keeps moving without a review team.
Production has no platform team to page.
We build Kubernetes clusters, self-hosted models, and high-availability setups that one person can operate.
Every week ships a new model and a new tool.
We review your stack and recommend specific tools and models you can commit to.
Founder hours go to work a machine should do.
We automate billing, reporting, support, and the glue between the tools you already use.
Qwen3.8 hits 81.4 tokens/s on an RTX 3090
Local Qwen3.8-27B peaks at 81.4 tokens/s with a few perf adjustments.
Muse Glimmer is a flop
Muse Glimmer is a flop: chatty, prone to hallucinations, bad at tool calling, slower than Qwen and only half of Qwen 3.6's context.
Tell us what is slowing you down.
Book a thirty-minute call or write to us.