Transmission Log

Lab Notes

Technical dispatches from the R&D lab. Engineering deep dives, AI strategy, and lessons from production.

March 2, 2026 Engineering

Zero Parse Failures at Scale: Structured Output with Local LLMs

We validated Ollama's grammar-constrained structured output at scale — 557 consecutive calls, zero parse failures. On-premises AI pipelines now get the same reliability guarantees as cloud APIs.

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February 24, 2026 AI Strategy

Why Most AI Projects Fail (And How We Prevent It)

After 15 years of building production systems, here's what actually makes AI projects succeed.

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February 20, 2026 Case Study

Automating 100 Daily Physician Referrals with AI

A sleep medicine practice was losing referrals to a manual fax-based intake pipeline. We built a document processing system that handles them at 98% accuracy.

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