Notes from the infrastructure we ship.

Architecture decisions, compliance posture, Decision Traces, and lessons from production inside a regulated enterprise VPC.

• 
  Feb 17, 2026·9 min read

  Snowflake Won While AWS Existed. The Category Lesson for Nodes

  Snowflake used public cloud infrastructure to solve a distinct data problem. Nodes applies the same category logic to customer-owned evidence for people decisions.

• 
  Feb 15, 2026·9 min read

  Why Hiring Breaks at 10,000 Applications Per Role

  High-volume hiring breaks when untested proxy filters replace outcome evidence. Here is a safer way to review more applicants without automating the final call.

• 
  Dec 7, 2025·Updates·9 min read

  Who Owns the Intelligence When You Rent AI Models?

  Renting an AI model does not settle who owns the resulting intelligence. Buyers should inspect the boundary around data, weights, Decision Traces, and upgrades.