IDEAS, DECISIONS & LESSONS

Journal

Notes on AI, architecture and building useful products.

15 articles

20 Apr 2026 · 20 min read

ai

The Complete Workflow: Wiring All Agents End-to-End (Part 9 of 12)

Part 9 of 12 — Assemble all 8 agents into a single LangGraph workflow. Full E2E example from client brief to deployed config.

18 Mar 2026 · 8 min read

adr

Umbraco AI Migration Playbook: AI Agents, ADRs & Team Workflow (Part 5 of 8)

Part 5 of 8 — How to integrate AI assistants into your Umbraco migration workflow: prompt patterns for Umbraco-specific tasks, using Umbraco 17's built-in Developer MCP, Architectural Decision Records (ADRs) as migration governance, and the AI Champion model for tech teams.

07 Mar 2026 · 8 min read

ai

AI Workflow Mastery: Real-World Case Studies & Playbooks

5 detailed case studies showing how different teams implemented AI workflows with Claude Skills, Gemini Gems, and NotebookLM. Includes step-by-step playbooks, metrics, and lessons learned.

06 Mar 2026 · 7 min read

agile

AI Workflow Mastery: AI Workflows for Agile Teams

Practical AI-powered workflows for every Agile ceremony: sprint planning, daily standups, retrospectives, backlog refinement. Includes skill templates and real-world implementation guide.

05 Mar 2026 · 7 min read

ai

AI Workflow Mastery: Team Skill Libraries & Governance

How to build, maintain, and govern shared AI skill libraries for teams. Covers skill catalogs, onboarding workflows, quality gates, and practical governance frameworks.

04 Mar 2026 · 7 min read

ai

AI Workflow Mastery: Cross-Tool Comparison & Combo Workflows

Detailed comparison of Claude Skills vs Gemini Gems vs NotebookLM, plus 4 powerful combo workflows that chain all three tools together for maximum output.

03 Mar 2026 · 7 min read

ai

AI Workflow Mastery: Enterprise Workflow Architecture — For Professional Teams

Advanced guide to building AI workflow systems at scale: skill libraries, team governance, quality assurance, security compliance, and ROI measurement. For team leads and enterprise architects.

02 Mar 2026 · 8 min read

ai

AI Workflow Mastery: Role-Specific Workflows — From Business to Creative

4 complete AI workflows tailored for business owners, developers, writers, and content creators. Step-by-step playbooks using Claude Skills, Gemini Gems, and NotebookLM together.

01 Mar 2026 · 7 min read

ai

AI Workflow Mastery: NotebookLM — Turning Documents into Knowledge

The definitive guide to Google NotebookLM: Audio Overviews, Mind Maps, Deep Research, and 5 practical workflows for business owners, developers, writers, and content creators.