Posts
All the articles I've posted.
Production AI Is Mostly Boundary Design
Published: at 03:00 PMProduction AI works when the model owns the ambiguous middle, not the whole workflow. The lesson shows up in a lead dedup case study, but the real story is boundary design.
Security & Compliance: AI Workflows for Regulated Industries
Published: at 03:00 PMGrove is a DAG-based workflow engine built for regulated industries. One-shot execution, per-node audit trail, AES-256-GCM encryption, air-gap deployment, and provable data disposal for organizations with strict data custody requirements.
Agents Shouldn't Grade Their Own Homework
Published: at 03:00 PMGitHub built an impressive stack to validate non-deterministic agents — a prefix-tree graph, dominator analysis, a multimodal LLM. I needed the same thing for Grove's agents and found the hard part didn't exist. The reason is the whole argument for structured trajectories.