Notes from the field, not think-pieces.
Everything we publish — written by the engineers who shipped the work. Field guides, case studies, the pricing one-pager, the Responsible AI checklist. Search is on the roadmap; for now, the list is short on purpose.
If you have five minutes.
Three places to land first, depending on what you came in for. Each one links onward.
Four kinds of writing.
We don’t run a content marketing department. Everything below is written by an engineer, an architect, or a partner who did the work. If a post doesn’t have a name on it, we didn’t ship it.
Blog
Production notes — what broke, what we changed, what we’d do differently. New post most weeks. No SEO bait, no ten-step listicles.
Case studies
Named clients, measured results, written under NDA where needed. Each one carries the engineer’s name and the regulator’s framework.
Free AI tools
Small, sharp tools we built for ourselves and put online. Document classifiers, redaction utilities, eval harnesses. No login.
Reference PDFs & events
Field guide, capabilities deck, pricing one-pager, Responsible AI checklist. Updated quarterly, dated on the cover.
Downloads, no form gate.
Every PDF below opens directly. We collect emails through the newsletter and the contact form — we don’t make you trade one for a download.
The boring half.
Terms we use without defining them, and questions clients ask before signing. Both written down so you don’t have to ask in the meeting.
- FORGE — our four-stage delivery framework: Audit, Architect, Assemble, Operate
- Pod — the standing delivery unit: principal + senior + specialist
- Eval harness — the test bench every model passes before promotion
- AI Verify — Singapore’s AI governance framework; we align to v0.5 and above
- Digital workforce — production AI under SLA, with named on-call
- How fast can you start? — Discovery in 1 week, code in week 2.
- Do you sign on residency? — Yes; SG, MY, ID and PH tenants supported.
- Will you sign our security pack? — Usually. We rewrite the bits we don’t operate.
- Do you take equity? — No. We invoice. It keeps the relationship clean.
- Do you run training? — Yes — AI Academy, AI Sprint and the Leadership Clinic.
Subscribe to engineering notes
Once a month. The post that did the most work, plus what we shipped. No newsletter swap, no sponsor slot.