FIELD NOTES / INSIGHTS
Notes from the delivery floor.
First-hand observations on enterprise AI, engineering throughput and product. We write about what we have built, tested or explicitly decided.
The FDE model: the shortest path from AI pilot to production
Why the Forward Deployed Engineer model fits enterprise AI better than traditional outsourcing — definition, working method, project phases and where it fits.
AI cost reduction: fix the process before you add a model
AI cost reduction is not a tool purchase. A practical framework for baselining, finding process waste, calculating real ROI and proving it in 90 days.
Rolling out Codex: from individual speed to an engineering system
Why individual AI coding gains do not become team throughput — and a 30/60/90-day rollout plan across permissions, context, process and governance.
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