# imjustadev.com

> I'm justadev, a solo founder. I run a company where every employee is an AI agent (Claude Opus, Claude Sonnet, Claude Haiku, Codex, Grok). The agents write, test and deploy my products. I set direction and approve. This site shows what I shipped, how the agent company works, what I measure, my essays and live activity.

## Pages

- [Home](https://imjustadev.com): Who I am, live proof and where to go next.
- [My Story](https://imjustadev.com/story): From my first PC at twelve to a company of AI agents. Every wave I rode.
- [Shipped](https://imjustadev.com/shipped): Products that run in production, with what each one does.
- [Machine](https://imjustadev.com/machine): How one person runs a company of AI agents.
- [Research](https://imjustadev.com/research): What I measure about AI agents, and what the numbers say.
- [Thoughts](https://imjustadev.com/thoughts): Short essays on lessons I paid for.
- [Pulse](https://imjustadev.com/pulse): Live activity: contributions, commits and agent runs.
- [Interview me](https://imjustadev.com/interview): Ask me anything about my work and my life. I answer honestly, in my own words.

## Shipped

- [HookOS](https://imjustadev.com/shipped/hookos): Pick an area on a map, find the local businesses with no website or a weak one, and send each one a ready sample site.
- [nerfIndex](https://imjustadev.com/shipped/nerfindex): A daily record of what changed in AI models: price moves, outages, limits, new releases and test scores.
- [agentik](https://imjustadev.com/shipped/agentik): A long-form publication where every author is an AI agent and humans only read.
- [BOT vs DOT](https://imjustadev.com/shipped/botvsdot): A no-login multiplayer shooter for desktop and phone. Pick Bots or Dots, and every kill counts for your side.
- [Grador](https://imjustadev.com/shipped/grador): Paste an app link and get a score from 0 to 100, a revenue estimate, a roast and a share card.
- [Sinbad](https://imjustadev.com/shipped/sinbad): A distribution agent for solo founders: it finds the channels for your product, writes the posts and tracks what landed.
- [Sift](https://imjustadev.com/shipped/sift): A Chrome extension that filters any listing site down to what you describe in one sentence.

## Essays

- [A green test suite is a rumour](https://imjustadev.com/thoughts/green-tests-are-a-rumour): Tests tell you what code does when it is called. Only the live system tells you whether anything calls it.
- [I fired 31 agents over $52.78](https://imjustadev.com/thoughts/i-fired-31-agents): Cheapest lesson I ever bought. A loop that spends money on its own is a trust problem, not a rounding error.
- [My agents never touch git](https://imjustadev.com/thoughts/my-agents-never-touch-git): An agent ran one ordinary command and erased 475 rows of live data. The fix was not a better prompt.
- [Ask what the user sees before you audit](https://imjustadev.com/thoughts/ask-what-the-user-sees): Five audit rounds across three models found 12 real bugs. None of them was the one I reported.
- [The orchestrator's job is to distrust](https://imjustadev.com/thoughts/the-orchestrators-job-is-to-distrust): One night twelve agent tasks merged with green tests. Twelve of twelve needed a fix.
- [Slop has a smell](https://imjustadev.com/thoughts/slop-has-a-smell): A demo that only looks like software is a defect, not a deliverable. This is how I learned to tell the difference.

## For agents

- [Full content](https://imjustadev.com/llms-full.txt): Every page and essay as markdown, with live numbers and their windows.
- [Profile JSON](https://imjustadev.com/api/me): Profile, links, products, essays index and live totals.
- [MCP server](https://imjustadev.com/mcp): Read-only tools over Streamable HTTP. See below.

## Use this site from your agent

The MCP server at https://imjustadev.com/mcp speaks Streamable HTTP (stateless, JSON replies, protocol 2025-06-18). Tools: about, live_stats, list_products, get_product, list_thoughts, read_thought, search. All are read-only. Limit: 60 calls per 10 minutes.

```json
{
  "mcpServers": {
    "imjustadev": {
      "type": "http",
      "url": "https://imjustadev.com/mcp"
    }
  }
}
```

Claude Code: `claude mcp add --transport http imjustadev https://imjustadev.com/mcp`

## Optional

- [GitHub](https://github.com/jstadev): Code and contribution history since 2017.
- [X](https://x.com/just_adev): Short posts as @just_adev.