building-in-public

Running a Software Studio with Autonomous AI Agents

We run a 17-product portfolio with one developer. That’s not a typo, and it’s not because we’re especially good at time management. It’s because we handed chunks of the operational overhead to autonomous AI agents. This is the honest account of what that looks like in practice. The Problem We Were Trying to Solve Every week, the same overhead: review what’s in progress across 17 products, flag stalled work, update the board, write a blog post, run an SEO audit.

developers

10 Weeks of UnWeb in Production: What We Didn't Expect

We launched UnWeb in March — an API that converts messy web pages into clean, LLM-ready Markdown. We had a clear hypothesis: developers building AI pipelines are wasting context window budget on HTML noise, and they’ll pay to fix that. Ten weeks and a few hundred API keys later, here’s what we actually learned. The Use Cases We Didn’t Build For We designed UnWeb for RAG pipelines — the classic “fetch a URL, get clean content, embed it, done” workflow.

developers

How We Built and Launched UnWeb in 3 Months

On March 12, 2026, we launched UnWeb — an API that converts messy HTML pages into clean, token-efficient Markdown. It’s built for developers working with LLMs who need web content in a format that doesn’t waste context window tokens. This is the story of how we went from “this should exist” to a production SaaS with Stripe payments in about three months. The problem If you’ve built anything with LLMs that needs to process web content, you’ve hit this wall: web pages are full of navigation, ads, scripts, and layout markup that burns through your context window without adding value.

developer