Notes from the DevNex team
Hard-won lessons on shipping software, scaling AI, securing systems and growing technology businesses — from teams shipping across the UK, EU, US and Middle East.
Shipping LLM apps to production: the checklist nobody gave you
From evaluations and observability to fallbacks and cost control — the practical patterns that turn AI prototypes into reliable products.
Read articleCloud cost optimisation on AWS: where the easy wins really are
A pragmatic guide to reducing your AWS bill by 20–35% without compromising performance or reliability.
A B2B SaaS pricing playbook for UK founders
Tiering, packaging, expansion and discount discipline — what we have learned helping UK B2B SaaS startups price for growth.
Cyber Essentials for UK startups: a 4-week roadmap
A practical 4-week plan to achieve NCSC Cyber Essentials certification and turn it into a sales asset.
Staff augmentation vs. agency: which model fits your roadmap?
A clear-eyed comparison of staff augmentation, fixed-scope agency, and full product engineering pods.
Building a modern customer support bot that actually helps
Beyond FAQ matching: how to design a support bot that resolves tickets, integrates with your stack, and gets smarter over time.
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