The taxonomy
A controlled vocabulary rather than freeform tags. Every project and article is filed under one or more of these domains, so this page is the whole catalogue in one view.
30 entries filed across 8 domains
- D-01
Enterprise AI
Putting GenAI into real organisations, where latency, cost, correctness, and the willingness of people to trust the output all bite at once.
- OSSAgent Karma
- OSSBodhi
- FMWKC2Valis: The Cost-to-Value Intelligence System
- OSSData Darśana
- OSSGitOut
- OSSKuber Map
- FMWKThe Sovereign Architect-Engineer (SAE) Framework
- TechCircleWhat really stops enterprises from moving AI into production ↗
- LinkedInVerification debt, and why Agent Karma writes no code ↗
- The Times of IndiaPeople and AI: the good, bad and ugly ↗
- D-02
Cost-to-Value
Optimizing for value per trusted outcome instead of cost per token. The problem C2Valis and The Value Cube exist to solve.
- D-03
Measurement & Evidence
Scoring, guardrails, and the discipline that forbids a claim until it is proven. If a saving cannot be evidenced, it is not a saving.
- D-04
Governance & Trust
What has to be true before a system can be trusted, defended to a regulator, and scaled beyond a pilot.
- D-05
Systems Architecture
Decisions that are expensive to reverse: bounded contexts, data estates, and the shape of a system over years.
- D-06
Engineering Leadership
How software gets built and by whom: methodology, technical direction, and the organisational assumptions worth challenging.
- D-07
Sustainable AI
TODO: confirm the framing. The energy and efficiency cost of running AI at scale, and the engineering choices that change it.
- LinkedInMy Ex-love Python! ↗
- D-08
Open Source
Work released publicly under MIT: maps, frameworks, and tools that run offline, need no signup, and can be forked and built on.
- OSSBodhi
- OSSData Darśana
- OSSKuber Map