Sent to you directly · capabilities & skills

I'd like your take on this.

I'm reaching out to you directly. You may have seen my work firsthand — hired me, sat in a sprint I ran, been taught by me, watched something ship — or I'm simply asking because I think your read would be useful. Either way, an AI already gave its take on all of this; now I want yours: input and guidance, not just a fact-check. Some of us will talk more about this soon; for others, this may be the whole conversation.

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20+
Years building products, platforms and brands
25
Years scripting and automating on Unix, daily
12+
Production AI skills authored
5
Brand systems shipped as live sites

Before you comment — eight minutes of audio or thirteen of reading gets you the fuller picture this page can only summarize.

Audio overview 8 min

An AI's podcast-style take on the analysis below, not a recording of me — if you'd rather listen than read.

The long version 7pp · ~13 min read

Capability evidence, the portfolio matrix, and every open question in full.

Download the brief PDF

What the evidence points to

Digital ProductsDesign, validate and build. The strongest-evidenced line, with a fixed-price front door in App in a Day.
Web DevelopmentWebflow and Plone; a client base running since 2016.
Fractional CTOBest fit for a senior principal, and the thinnest public evidence.
Training & EventsTwo decades of teaching behind it; the only line that scales past my own hours.
Brand systemsFive shipped as living sites: Incrementic, QRTick, Afforrd, Particular Presence, TheLeap.

Where it's strongest

Design sprintsIDB "Creative Tech Lab"; sprint training for eGov.
Public sectorMOHW COVID-19 portals, WHO Go.Data, ePAS/ICD-11, UNEP, DBJ.
TeachingCARIMAC programme lead; CXC Chief Examiner; WebCraftConf.
AI skill authoringA dozen-plus production skills: payments, accounting, auth, encryption. None of it public.
Unix automationTwenty-five years of daily scripting, now the substrate the agent work runs on.

What would you tell me?

Pick what this is about, then be specific: what I'm missing, what you'd push back on, what you'd do differently. This goes to me directly. It isn't published, and I won't share it without asking first.

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Sent Thank you — I read every one of these myself. If you left your email and it's worth a reply, I'll be in touch.
Comments go directly to David Bain. Not published or shared without asking first. Companion to the AI analysis at bainoverview.html.