AI Engineering · 9 min read
From Prompting to Autonomy: The 9 Layers of AI Engineering
A practical guide to the nine engineering disciplines that take AI from a well-written prompt to a reliable autonomous agent system.
AI + IT, decoded
Catch up with
what’s next.
Exploring artificial intelligence, software, and infrastructure—one concept at a time. Join me as I learn how modern technology is reshaping how we build and work.
98 published articles
AI Development · 8 min read
The Markdown Operating System: Building an AI-Native Django Team
A practical Markdown-first workflow for coordinating a Business Analyst, Product Manager, UI Designer, Technical Lead, Django Engineer, Database Architect, QA Engineer, and Orchestrator with ChatGPT and Codex.
AI · 6 min read
The Evolving Stack: My Real-Time AI Journey
A live, personal record of moving from free AI tools to a practical developer stack built around learning, experimentation, and responsible AI-assisted coding.
From the feed
Latest articles
How to Run an Agentic Software Engineering Workflow
A hands-on guide to moving software work from requirements through role handoffs, implementation, QA, technical review, and merge.
Nov 13, 2026
How to Build a Decision-Gated Software Delivery Workflow
A hands-on guide to organizing software requirements, decisions, calculations, TODOs, tests, and request flows before implementation starts.
Nov 13, 2026
From Prompting to Autonomy: The 9 Layers of AI Engineering
A practical guide to the nine engineering disciplines that take AI from a well-written prompt to a reliable autonomous agent system.
Nov 12, 2026
The Markdown Operating System: Building an AI-Native Django Team
A practical Markdown-first workflow for coordinating a Business Analyst, Product Manager, UI Designer, Technical Lead, Django Engineer, Database Architect, QA Engineer, and Orchestrator with ChatGPT and Codex.
Nov 11, 2026
From Cloud Codex to Production: GitHub, Fly.io, Neon, and Django
A practical record of taking Coding Bowl from a Cloud Codex workspace to GitHub, Fly.io, and Neon PostgreSQL.
Nov 9, 2026
10 Steps to Generate a Bar Chart Using ApexCharts in a Django View Template
Build a dynamic ApexCharts bar chart with data from a Django view.
Aug 30, 2026