Insights

Notes from our engineers and product leads on what actually works when agents meet production.

Why the demo that impressed your leadership team is the least informative artifact in the whole project — and what to measure instead.

Agentic engineering changes the economics of software delivery. Small, senior teams working with coding agents now outperform large ones.

Multi-agent systems fail for the same reason large teams do. Your agents need shared memory, not micromanagement.

The FDE model, and why it produces agents that survive contact with your systems.

How we think about Claude, GPT and Gemini inside one system — and why every agent we build can swap models without a rewrite.

Agents act. That makes them a different kind of software to review. Here is the checklist we bring to regulated clients.

Our teams build custom agentic systems that unlock meaningful business outcomes.

We use agentic engineering tools and practices to build them quickly and reliably.

We'll teach you how to do both.