Draft · 9 min read · Lineage
Lineage as evidence: making agents show their work
Draft · 7 min read · Context
One context graph, every data agent
Draft · 6 min read · Evals
Verified results, or it didn't happen
Draft · 8 min read · Modeling
Semantic definitions are the new contract
Draft · 12 min read · Benchmarks
What 50 enterprise data tasks taught us about frontier models
Draft · 5 min read · Practice
The forward-deployed data engineer, revisited
Draft · 10 min read · Observability
Harness traces: debugging agents like distributed systems
Draft · 6 min read · Scale
Petabytes are a context problem
Draft · 8 min read · Context
Memories, observations, and the shape of agent context
