Notes on shipping agent-callable infrastructure.
MCP servers, the closed loop, and what agents actually need from a launch operator.
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May 11, 2026
Launch checklist for AI-built SaaS
A focused launch checklist for SaaS products built with agents: grounding, approvals, connectors, measurement, memory, and next move.
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May 11, 2026
What to do after Cursor builds your app
Cursor can get the product built. The next bottleneck is launch continuity: approval, execution, measurement, and the next move.
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May 11, 2026
An MCP server for product launch
Why product launch needs an MCP server: connector auth, approval state, durable memory, execution logs, and measurement.
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May 11, 2026
How to get first users after building with AI
The fastest path from AI-built product to first users is not more code. It is a launch loop with review, execution, measurement, and memory.
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May 11, 2026
How to launch a Lovable app
Lovable can build the product. ChiefLab gives the post-build launch loop: repo context, approval room, publish actions, 24h readback, and memory.
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May 6, 2026
Repo-aware launches: how to make 'launch this' actually mean 'launch this'
Most launch-helper tools generate the same generic 'New AI startup launches!' post for every project. Repo-aware launches use git log, README, routes, and changed files as grounding — so the output references the actual product.
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May 5, 2026
How to host an MCP server (and why most agents need one)
MCP (Model Context Protocol) lets AI agents call your tools. Stdio works for local installs but breaks at scale. Here's the difference between local and hosted MCP, and when to pick each.
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May 5, 2026
What an AI agent actually needs to launch a product
If your agent can build a product, it should be able to launch it. Here's the missing layer between 'agent shipped code' and 'agent has paying users': operator playbook + connectors + approval flow.
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May 5, 2026
Installing an MCP server in Cursor (the one-click way)
Cursor's MCP support shipped in 2024. Here's the cleanest install path: deeplink, hosted endpoint, no clone, no env vars.