Robert Mill · Notes from the build
Writing.
Building AI agents, shipping software, and what it's actually like to hand parts of your life to one.
Latest · November 1, 2026
Where should context live?
Claude’s memory works beautifully for one person. A team needs something it can share. Here is how I think about splitting the two.
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September 27, 2026
Dancing GTM with AI
Where AI can help with go-to-market efforts and where it can’t
1 min read · Substack ↗
July 17, 2026
Thinking Machines’ Inkling Tutorial: I Built an AI Matchmaker for My Builder Community
I have been running MakersLounge for a while now, and the problem that keeps nagging at me is simple to describe and hard to solve. People show up to my events, they fill out sign-up forms with…
9 min read · Medium ↗
July 16, 2026
Trace Every Codex Session in LangSmith (Full Setup)
I kept running Codex sessions, watching interesting things happen in the terminal, and then losing all of it the moment the window scrolled. Every agent decision, every tool call, every chain of…
6 min read · Medium ↗
July 9, 2026
Grok 4.5 CLI vs Claude: I Switch(Here’s What Happened)
I have a problem that I know a lot of you share. I hit my Anthropic credit limit at the worst possible moments. Mid-refactor, mid-debugging session, right when I finally had the right context loaded…
10 min read · Medium ↗
July 8, 2026
Build Agent Evals with Claude Code & Eve Framework (Full Tutorial)
If you’ve ever shipped an AI agent and wondered, “How do I actually know this thing is working correctly?” — this tutorial is for you. Agent evaluations (evals) are the testing layer that separates…
7 min read · Medium ↗
July 7, 2026
Claude Code Loops & Agents: /goal, /loop, /schedule Tutorial
If you’ve ever wished you could hand Claude a task and walk away — letting it fix bugs, monitor your build, or send a weekly Slack digest without you touching a keyboard — this tutorial is for you.…
9 min read · Medium ↗
July 5, 2026
Pi Coding Agent Setup: Free AI Models via OpenRouter (Full Guide)
If you’ve ever wanted a powerful AI coding agent running in your terminal — without paying for expensive API credits — this guide is for you. You’ll learn how to install the Pi coding agent…
9 min read · Medium ↗
July 4, 2026
OpenWiki + Claude: Auto-Generate Codebase Docs with AI Agents
Keeping documentation in sync with a fast-moving codebase is one of those tasks that always falls to the bottom of the backlog — until it causes a real problem. In this tutorial, you’ll learn how to…
8 min read · Medium ↗
July 3, 2026
Build a LangGraph Agent with Fireworks GLM & LangSmith Tracing
- Step 1: Choosing Your Agent Architecture in Claude Code- Step 2: Scaffolding the Project- Step 3: Wiring Up LangSmith Tracing- Step 4: Configuring the Server Script- Step 5: Running the Agent- Step…
6 min read · Medium ↗
June 17, 2026
Managed Agents vs. Agent Primitives: Comparing Claude’s Agent SDK and Vercel’s AI SDK
If you have spent any time building AI agents over the past year, you have probably noticed that “agent” has quietly become two different things depending on who you ask. To one team it means a…
6 min read · Medium ↗
June 11, 2026
Claude can now reach tools behind firewalls and here is how
A hands on walk through of MCP tunnels: connecting Claude to Private internal systems without opening an inbound port
6 min read · Medium ↗