AI-Ready Documentation for Regulated Financial Platforms
How I weave AI into writing, review, and publishing workflows for regulated financial platforms — and why the documentation layer is the real product.
Agile Technical Documentation
Running a remote tech docs team inside Agile and Scrum — the ceremonies I keep, the tools I use, and the metrics I actually care about.
API Documentation in the Age of AI
How to orchestrate AI into API documentation as a co-pilot — without hallucinated endpoints, invented parameters, or silently wrong references.
Docs-as-Code
Docs-as-code in practice — why the toolchain is the easy part and cadence, standards, and accountability are what actually make documentation move at the speed of software.
Doc Tools
The working set of documentation tools I reach for on AI and regulated banking projects — LangChain, Claude, Markdown, Git — and the criteria each one has to meet.
Technical Documentation Manager
The role and responsibilities of a Technical Documentation Manager — leading teams, building workflows, and bridging complex technical information and end users.
Content Strategy
How to structure and organize documentation for discoverability, coherent user flow, and findability across every product surface and audience.
Writing & Style Fundamentals
Core technical writing principles — voice, tone, structure, and clarity — and the deliberate choices that make documentation effective for humans and AI systems.
Documentation Metrics
How to measure whether your documentation is actually working, with metrics that go beyond page views and support deflection proxies.
LLM Optimization
Making documentation work for machine reading — llms.txt, structure, context quality, and hallucination reduction — without sacrificing human readability.
AI-Assisted API Documentation
Using AI as a co-pilot inside a disciplined API docs workflow — where AI helps, where it is risky, and the guardrails that keep it accurate.
📄️View as Markdown
Every page on this site is also available as raw Markdown — copy, quote, or feed any page straight into an AI tool via its GitHub source.