Blog
Field notes on shipping AI.
Lessons, opinions and checklists from inside Airock's delivery work — written for people building production AI.
FeaturedAgents
The agentic AI production checklist we wish we had
What separates an impressive demo from a system you can put in front of customers. Twelve things we now do by default on every agentic delivery.
2 Jun 20267 min read
Compliance
IMDA's Model AI Governance Framework, in practice
How we translate Singapore's AI governance principles into concrete engineering controls — without slowing delivery.
12 May 20269 min
Strategy
Build vs buy for GenAI in 2026
A pragmatic decision framework for leaders trying to decide what to write a cheque for and what to ship in-house.
21 Apr 20266 min
Engineering
Cutting inference cost 70% without hurting quality
Concrete techniques — routing, distillation, caching, eval-guided model swaps — that consistently bring inference cost down post-launch.
8 Mar 20268 min
Let's talk
Get our next post.
No spam — only when we have something worth sending.