Working notes on building with AI, in public.

Essays on applied AI, agentic development, observability, and the infrastructure underneath. Published on Substack — these link straight through.

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You Cannot Bullshit a Soldering Iron

Blender and 3D animation has always had too steep a learning curve and I have consistently fallen short of making headway in learning these skills.

Agentic Development Observability HITL MCP AI
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The Long Way Around

Five and a half years from network automation into AI — what worked, what cost me a year I'd like back, and the number I wish someone had handed me.

Agentic Development A2A Infrastructure DevOps AI

POSTMORTUM: Token Black Holes

A junior dev's postmortem, from a 30 round PR review.

Agentic Development DevOps HITL Milhouse

What Does an Observability Platform Actually Help You Do?

What building Milhouse is teaching me about signals, context, and learning whether a change really helped.

Agentic Development Observability Evals Infrastructure SoT

Introducing Milhouse: Observability For The Way I Actually Build Software Now

What would it look like if my development workflow, production systems, AI coding agents, deploys, bugs, alerts, and weekly operating feedback all lived inside one observability loop?

Observability Evals Infrastructure DevOps HITL

Hammerspace at AI Field Day 8: Unification, Not Centralization

Disclosure: I attended AI Field Day 8 as a Tech Field Day delegate.

Agentic Development Infrastructure AIFD8 DFS

Distributed Filesystems in Agentic Work

and the Signs You Need One

Agentic Development Infrastructure DevOps AIFD8 DFS

The Pipeline Is the Product

What Selector showed at AI Field Day 8 — and why trustworthy AI in the NOC starts well below the LLM

SoT DevOps AIFD8 AI

Tech Field Day

The Room Where Vendors Have to Be Real

AIFD8 TFD AI

Why Your AI Stack Needs a Model Router

The Case for Infrastructure Thinking

Agentic Development DevOps HITL AI

How We Skipped the Dashboard: A Case Study in Agent-Native Commerce

By Ryan Booth | April 24, 2026

Agentic Development HITL MCP AI

How the Hotdog Is Made: MCP vs. Smart API from the code

Last post was for the room where decisions get made and plans get drawn.

Agentic Development A2A MCP AI

Customers Don’t Want MCP. They Want Your API to Think.

Breaking down the hype of MCPs and why properly designed APIs are still the right approach.

Agentic Development A2A HITL AI

Building an AI-Discoverable Portfolio with the A2A Protocol

A hands-on introduction building your A2A-enabled personal portfolio.

A2A AI

When the Agents Went Off the Rails (And What I Learned)

What happens when overconfidence meets orchestration and how to prevent it.

PRD Agentic Development TDD Evals testing

Bring a Spec, Not a Vibe

PRD fundamentals for agentic teams (spec‑first, test‑gated, read‑only by default).

PRD Agentic Development Evals HITL testing

Vibes don't ship.

Spec‑first, TDD workflows for skeptical engineers.

PRD Agentic Development TDD Evals HITL

Welcome to Reliable AI Workflows

Where PRDs, tests, and tools learn to play nice.

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