AI DX Infrastructure: The Next Evolution of Developer Experience
SUMMARY: AI DX Infrastructure turns general-purpose AI into a project-aware coding partner that writes better code, follows your standards, and saves real money on tokens. Table of contentsSUMMARY:AI DX Infrastructure — So What Exactly Is That?The AI-Correction...
Intent-First Development for Engineering Managers and Directors
Your AI investment is paying off by every metric your dashboard tracks. Pull requests are up. Cycle time is down. The team is shipping at a rate that would have looked unusual two years ago. Something is also getting more expensive, and you cannot quite name what it...
Intent-First Development for SAFe Teams
You run SAFe. Maybe you love it, maybe you tolerate it, maybe it’s the operating system the rest of the organization picked and you make it work because at scale, having teams across the org all moving in unison toward their respective goals matters more than...
Introduction to Altitude-Gated Design
AI can design your entire system in a single session. It will produce diagrams, component definitions, API contracts, database schemas, and deployment topology without pausing to ask whether any of it was right at the level above. This is the problem the Altitude-Gated Design Protocol exists to solve.
Intent-First Development for Architects
Anyone can build software now. That is not a complaint. It is the new operating condition, and your job has changed because of it. Business users with capable AI assistants are expressing their vision in working prototypes. Finance analysts. Operations leads. Product...
The Art of AI Conversation
SUMMARY: Getting great AI output requires mastering the conversation—using iterative refinement, context, and curiosity instead of one-and-done transactional prompts. Table of contentsSUMMARY:IntroductionThe Shift: From Transactional to TransformationalWhy the...
Using Intent-First Development on a Greenfield Project
Adopt Intent-First Development (IFD) on your greenfield project. Master the 5-pass methodology to build structured, altitude-gated design documentation using any AI assistant.
Applying Intent-First Development on Existing Projects
The cornerstone piece on Intent-First Development argues that AI assistance has decoupled the rate of typing from the rate of reasoning, and the only way to keep the two in step is to make reasoning durable — captured, structured, and read back by future AI...