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Notes from building production systems

Architecture, delivery and applied AI written by the engineers doing the work. Every article documents a decision we have had to make on a real system, with the trade-offs stated plainly.

Articles
6
Topics
6
Written by
Practitioners
Demo articles

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  • Architecture
  • Strategy
  • AI & Automation
  • Data
  • Product Design
  • Engineering
Editorial scope

What we write about

Three areas where we have enough production mileage to write something useful rather than speculative.

Architecture and platform design

Bounded contexts, event-driven integration, ledger modelling and the migration paths that move large systems one context at a time.

Delivery and ways of working

Two-week increments, fixed-scope discovery and the engineering practices that keep a release predictable under real operational pressure.

Applied AI and data

Retrieval grounding, evaluation harnesses, human review gates and the cost, latency and governance budgets that keep automation honest.

Next step

Have a problem worth writing about?

Bring us the architecture question your team keeps deferring. We will tell you how we would approach it and what we would need to learn first.

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Scoped proposal, fixed discovery
NDA and security review welcome