AI
Dec 2025 · 8 min read
Practical patterns for shipping LLM features in production
Beyond prompts: retrieval, evals, guardrails and the platform layer that makes it stick.
Patterns, playbooks and points-of-view we've earned from shipping production systems for serious operators.
Beyond prompts: retrieval, evals, guardrails and the platform layer that makes it stick.
From multi-tenancy to billing primitives — choices that show up on your P&L.
A field guide for COOs and CIOs leading multi-year transformation programmes.
Designing automations that handle 80% of repetitive work — and escalate the rest gracefully.
A 2-week pattern we run with every new product engagement — and the artefacts it produces.
A pragmatic, vendor-neutral checklist for enterprise architects.