Lab Notes: What We Shipped This Week
A quick hit of experiments, prototypes, and lessons from the ACH 48H squad.
#lab#experiments
Experiment 01: Multi-model guardrails
We paired anthropic, open-source, and in-house LLMs behind a single API with dynamic routing. A/B tests proved hybrid stacks deliver accuracy without runaway cost.
Experiment 02: Fast lane handoff
We piloted a Notion + Linear handoff pack that compresses the gap between prototype demo and production backlog to under 48 hours.
Experiment 03: Voice interface kit
ACH is packaging a reusable voice UI for founders exploring audio copilots. Expect a downloadable starter in Lab Notes next month.