ProjectsApptitude
apptitude

Structured technology learning and decision support

Build technical judgment. Use it when decisions matter.

Learn gave anyone a place to start and a structure to continue. Consult helped senior officers pressure-test live technology decisions. I closed it in November 2026.

Two needs. Two starting points.

Build foundations over time, or pressure-test a live decision now.

The signed-in Apptitude home offering separate starting points for working through a live situation or building technology foundations
The signed-in home kept the two jobs separate: Learn built knowledge with continuity; Consult supported the decision already on someone's desk.
Timeline
2024 to 2026
Status
Retired, November 2026
Audience
Learners and senior public-sector decision-makers

Learning technology and governing it are different jobs.

Someone learning technology needs a clear starting point, an order that makes sense, and a way to continue without rebuilding the map each time.

A senior officer with a proposal in front of them has a different need. They may not be the deepest specialist in the room, but they remain accountable for approving, funding, defending, or inheriting the work.

Apptitude served both without pretending they were the same journey.

I stopped asking one information architecture to do two jobs.

The first version organised learning by topic. That gave learners structure, but it did not help a senior officer answer: "What should I challenge in the proposal in front of me?"

The redesign kept Learn's curriculum and progression, then created Consult as a separate situation-led entry point. That split led to three product decisions.

Learn for foundations
Give newcomers clear entry points, guided paths, and a repeatable module structure.
Consult for live decisions
Begin with the proposal, system, or spending question already demanding attention.
Judgment without theatre
Track meaningful learning and expose evidence gaps without manufacturing mastery or a verdict.

Learn gave anyone a place to start and structure to continue.

Guided paths provided sequence across technology foundations, data and AI, product, service design, and delivery.

Each module repeated the same ladder: understand the idea, use it at work, challenge or govern it, and reflect on confidence. Notes, bookmarks, and reviewed, practised, or used progress preserved continuity.

Where a concept is easier to absorb by watching or simply listening, Learn recommended selected YouTube videos instead of rewriting the same explanation. Apptitude supplied the sequence, context, and prompts around them.

The UX Fundamentals Learn module recommending selected YouTube videos and reference articles as starting material
Start with material that fits the medium. Spent a lot of time curating videos to make an unfamiliar concept easier to watch or listen to.
The UX Fundamentals Learn module organised into understanding the idea, using it at work, challenging or governing it, and reflecting on confidence
Continue with structure. The same learning ladder carried the concept from understanding to application, governance, and reflection.

Consult was for the person accountable now.

A senior officer does not need a curriculum in the middle of a live decision. A Consult made uncertainty, weak claims, evidence gaps, and the next action explicit without pretending to issue a verdict.

An Apptitude Consult asking what is hardest to judge about a new technology proposal
01Name the uncertainty. Start with the decision, not a course catalogue.
An Apptitude Consult summarising proposal risks and the evidence needed for a decision brief
02Make the gap actionable. Leave with risks, evidence asks, and pause conditions.
  1. 01

    Frame the decision

    What is being proposed, and what is hardest to judge?

  2. 02

    Locate the weak claim

    Is the problem vague, the evidence thin, or the success measure missing?

  3. 03

    Turn gaps into asks

    Request the evidence, owner, measure, or constraint needed to proceed.

  4. 04

    Carry it forward

    Leave with a brief that can structure the next conversation.

Tech Trippin turned a dubious claim into a useful question.

For a learner, it connected familiar jargon to the underlying concept. For a decision-maker, it offered an immediate question to ask. When one question was not enough, the pattern carried into a Consult.

Tech Trippin claim library showing the signal, question, and practical takeaway behind a technology phrase
Each entry turned a familiar claim into a signal to notice, a question to ask, and a practical takeaway.

Built with

App
SvelteKit, Tailwind
Data
PostgreSQL, Kysely
Search
Meilisearch
Auth
Better Auth
Observability
Axiom, OpenTelemetry

Why I closed it.

In November 2026 I closed Apptitude. The split between Learn and Consult held up as a design, but the behaviour I still needed to test never showed up. People didn't seek it out on their own, and the few who did were already the kind of learner who would have found their way anyway.

The signs had been there for a while. Well before I closed it, someone told me they'd rather not be given time off work to learn, because they'd have to make up the hours later that week. So I'd built for a question I cared about more than the people it was for, and eventually that was reason enough to stop.