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#Production
Documenting technical decisions: why we write our architectural choices down
A technical decision is not finished when it is discussed — it is finished when it is written down with its reasons.
11 August 2026
Cost optimisation in AI projects: managing API and infrastructure spend
If the budget line is not drawn while the architecture is being designed, token spend gets away from you in production.
11 August 2026
Managing risk in production: real-time model monitoring and rollback
Going live is the beginning, not the end — and a rollback path is a requirement, not a preference.
11 August 2026
Modernising legacy systems: how AI integration actually gets done
Modernisation through an intelligent layer placed in between, without stopping the system that works.
11 August 2026
From prototype to production: why LLM projects stall on the way
What keeps an impressive demo from going live is rarely technical — it is a split between two teams.
11 August 2026