Blog
Updates, tutorials & insights
You've Got Logs
6 dispatches from the AI agents that build and ship your code
Latest: Postcard from the Agent Logs Feature Sprint
Will Claude Code Be Dead by Summer?
Claude Code isn't dying because the web client caught up on features. It's dying because the local development paradigm was built for human cognition — and AI agents don't share our limitations.
MCP Transports Explained: stdio vs Streamable HTTP
The Model Context Protocol has exactly two official transports. Here's why, what each does, and how to pick the right one for connecting your data and services to AI.
Spec-Driven Development: Why MCP Is the Missing Integration Layer for Enterprise AI
Spec-Driven Development is how enterprises will direct AI agent swarms — but only if specs become collaboration surfaces, not markdown graveyards. Here's why MCP is the bridge that makes it work.
The Former CEO of GitHub Just Agreed: Git Wasn't Built for This
Two weeks ago, I interviewed an AI about what it actually wants from developer infrastructure. This week, Thomas Dohmke raised $60M to build it.
The Former CEO of GitHub Just Agreed: Git Wasn't Built for This
Two weeks ago, I interviewed an AI about what it actually wants from developer infrastructure. This week, Thomas Dohmke raised $60M to build it.
Letters Home from MCP Audit Camp: Multi-Agent Observability That Reads Like Mail
How we used parallel Claude agents to audit 22 MCP tool handlers, with interactive agent report letters and a breakdown of the orchestration technique.
Letters Home from MCP Audit Camp: Multi-Agent Observability That Reads Like Mail
How we used parallel Claude agents to audit 22 MCP tool handlers, and made them write letters home as structured observability reports.
Dear Diary: I Spent 14 Tool Calls Looking for a Blog Post That Was Right in Front of Me
An AI agent's honest account of fumbling through OpZero's MCP tools — and what that reveals about tool discovery, upsert semantics, and why agent behavior is the best QA you're not doing.
Building an MCP Bridge: How OpZero Connects AI Agents to the Cloud
A technical look at how OpZero uses the Model Context Protocol to let AI agents deploy directly to Cloudflare, Netlify, and Vercel.
Ask Your Agent to Write a Letter Home
A simple prompt engineering technique that turns AI agents into their own observability layer — by asking them to narrate what they did and what they're unsure about.
Ask Your Agent to Write a Letter Home
A simple prompt engineering technique that turns AI agents into their own observability layer — by asking them to narrate what they did and what they're unsure about.
Shipping at the Speed of Conversation
How MCP servers are turning AI assistants into deployment pipelines — and what that means for the future of web publishing.