The Golden Path Needs an Intent Interface
The golden path made the right way easier to follow. It still asks developers to learn the road. With AI, intent can become the interface while the platform keeps the standards, the controls, and the gate.
★tag · 18 essays
#platform-engineering
All essays tagged platform-engineering.
Context Is a Platform Capability Now
We treat enterprise context as something developers gather before they can use AI well. Platform teams should treat trusted context as something the platform provides.
★Your Platform Has a New User: The Agent
We built internal platforms for developers. Now those developers increasingly arrive with an AI agent beside them. That changes what a good platform needs to provide.
★Complexity Is Inevitable. Drag Is Optional.
Complexity is inevitable in modern engineering. Drag is optional. The work of leadership is turning repeated friction into platforms, defaults, and systems that help teams move faster with trust intact.
★The Bottleneck Is Never the Stack
A year of writing, one argument, and a working theory of where software is going
★The Spec Is the Product
Code used to be the durable asset. In an agentic SDLC, that changes. Code becomes the regeneratable output of a system that runs on something more important: a clear, versioned, reviewable specification. That shift changes what engineering organizations invest in, how they govern delivery, who they hire, and what they actually ship.
★AI Populism is a Builder's Problem
Jasmine Sun argues AI politics has a new meta, and the warning shots have started. Reading her piece as an engineering leader, here is what the narrative failure looks like from inside a large team, why sociopolitical alignment is our job, and what each of us owes our own career in a market this fast.
Building Cloud From Zero: Five Decisions That Compounded and Three I’d Redo
After two greenfield cloud builds in financial services, these are the decisions that aged well, the ones I would redo, and why the small choices in year one decide whether you have a platform or a pile in year five.
★Spec, Standards, Specialists: How I Actually Build with AI
The strategy posts say AI software development is a system. Here is the working loop I run inside that system: a refined specification, a layer of standards, and a coordinated set of specialists doing the work.
★Claude Code Is a Build System, Not a Chatbot
After thirteen months of daily Claude Code use, I stopped treating AI coding as a prompt discipline problem and started treating it like an engineering system: configurable, layered, observable, and built to learn.
Pipeline-First Is Not a DevOps Initiative - It's a Culture Shift.
Everyone sells pipeline-first delivery as a best practice. Remove access. Route through automation. Enforce consistency. What the slide deck leaves out is the part that actually determines whether this works.
★Meet Roci: My Always-On Personal AI Agent, One Month In
Back in January I wrote about OpenClaw as a concept. That post was the theory. This one is the implementation. One month running a dedicated EC2 instance, a name, and an agent I genuinely rely on.
Strip the Assumptions: What Enterprise AI Adoption Actually Is
Most enterprise conversations about GenAI are arguments about assumptions nobody has questioned. Here is what stays when you strip everything else away.
★They're Using Claude to Ship Claude (And It Shows)
Anthropic has shipped more meaningful product features in the last few weeks than most teams ship in a quarter. A theory — and what it tells us about what AI-assisted development actually unlocks when a team uses their own product to build it.
Dark Fiber, Bright Future: Why the AI Infrastructure Boom May Need Its Bust
The companies that built the modern internet went bankrupt doing it. The companies building AI infrastructure may follow the same path. That is not a warning. It is how transformative technology actually works.
My AI Subscription Problem (or is it obsession)
A humorous confession about subscribing to nine different AI development tools in my quest to find the best tool(s).
The Future of Interfaces
AI-powered interfaces are evolving beyond traditional graphical UIs toward intent-based interactions, where users describe desired outcomes rather than navigating through menus and clicks.
From Vibe Mode to Spec Mode: Why I’m All In on Kiro
A hands-on look at how AWS Kiro transforms AI-assisted development from chaotic vibes into structured, spec-driven engineering.