Why prompt injection is the new SQLi — and what to do about it
A breakdown of the threat surface introduced by tool-using agents, and how semantic fencing changes the game.
Field notes, design patterns and post-mortems from the engagements we run. Honest writing for engineers and leaders shipping AI in production.
A breakdown of the threat surface introduced by tool-using agents, and how semantic fencing changes the game.
What we learned shipping our first dozen MCP servers — design patterns, anti-patterns, and the tooling we open-sourced.
Most RAG pipelines fail in production for the same three reasons. Here's how we structure ours to ship.
A decision framework we use with clients to choose between SFT, DPO, RAG, or no tuning at all.
The cadence, the artifacts, the on-call posture — what 'managed AI services' means at TekDatum.
Why our delivery footprint matches where the talent — and the demand — is concentrating in 2026.