Welcome to the DDP Labs journal
Notes on shipping software, AI systems, and how we work with product teams.
This is the first post on our Journal: short essays on engineering choices, tools we reach for, and what "production-ready" actually means for AI and full-stack work.
What to expect
- Build logs and lessons from client projects (sanitized).
- Comparisons we actually use (RAG vs fine-tuning, pgvector vs hosted vector DBs, edge vs Node), with tradeoffs, not hype.
- Occasional workflow notes: CI, observability, and keeping latency predictable.
Have a topic you want covered? Use the contact form on the homepage.