Capacity
Writing & implementation notes
The full thinking, organised by organisational value.
Start with a one-minute summary. Open Medium when you want the complete build notes, trade-offs and learning.
Research intelligence
Gather, structure and challenge evidence.
Episode 2Episode 2 How I Use a Team of AI Agents to Automate Secondary Research & BrainstormingRead full article ↗
Episode 3Episode 3: Building a Multi-Agent Review Intelligence System with LangGraph: (Scraping reviews for sentiment analysis)Read full article ↗
Episode 5Episode 5: Building a 7-Agent UX Friction Analysis System in DataBricks, ft. GA4 + Microsoft ClarityRead full article ↗Delivery acceleration
Move from ideas and requirements to testable artefacts.
Episode 6Episode 6: Code → Canvas → Code Loop: Rebuilding Design Systems in the Age of Non-Linear SDLCRead full article ↗
Episode 8Episode 8: Agents That Ignite Ideas, Write Requirements, and Point to Your Next Product (Part 1)Read full article ↗
Episode 9Episode 9: From Requirement to Prototype in Under 2 Minutes (Part 2)Read full article ↗Quality, privacy & risk
Evaluate earlier with explicit human control.
Complete series
All ten implementations.
AI AgentsAutomation
Episode 7: How Army Command Runs My Workday (OpenClaw-Inspired)
Read on Medium → AI AgentsContext Engineering
Episode 8: Agents That Ignite Ideas, Write Requirements, and Point to Your Next Product (Part 1)
Read on Medium → AI AgentsPrototyping
Episode 9: From Requirement to Prototype in Under 2 Minutes (Part 2)
Read on Medium →UX writing archive
Earlier product and experience-design thinking.
