Build in public lab

Experiments with Background Agents and Autopilot Content Websites

We're orchestrating a studio of background agents that ideate, produce and ship content ecosystems end to end. The mission: let the bots handle the busywork while humans point them at bolder ideas.

Agent-to-production lead time
36 hrs
Experiments currently online
3
Human handoffs avoided this week
42

How the lab operates

Agent orchestration, quality loops and distribution rails—stitched together so every experiment compounds on the next.

1. Signal scan – Agents sweep feeds, datasets and trends to spot moments worth building around.
2. Creative sprints – Claude assembles outlines, visuals and copy decks while design bots polish presentation.
3. Autopilot launch – Workflows push the assets live, capture analytics and feed the learnings back into the system.

Operating principles

What anchors every experiment

These are the guardrails we obsess over so the automations stay sharp, strategic and shippable.

Always-On Background Agents

We choreograph autonomous teammates that never clock out—researching, writing, designing and shipping while the human crew sleeps.

Human-Level Editorial Taste

Every experiment is scored against an editorial north star. The agents learn our taste, voice and ambition with each release.

Build in Public Energy

Transparent roadmaps, live changelogs and candid recaps keep the community in the loop as we iterate in real time.

Active experiments

Lab notes from the frontier

Each project is a playground for learning how autonomous systems can stand up content businesses from zero to traction.

Experiment 01

Autopilot Web Stories Lab

Our background agents operate a round-the-clock story studio that scouts emerging topics,

  • Claude orchestrates research bursts to surface cultural sparks worth amplifying.
  • Design bots remix curated visuals into swipeable, high-energy story panels.
  • Stories publish to the archive and syndication feeds with zero human handoffs.
Live build in public
Experiment 02

Claude Agents on Business Backlog

Claude-powered specialists jump into our repos to take on the commercial work humans usually babysit.

  • Agent-crafted briefs, launch plans, and campaign copy written straight from repository context.
  • Analytics co-pilots crunch raw exports into investor-ready insight decks.
  • Growth loops proposed, critiqued, and iterated via conversational pull requests.
Prototyping sprint
Experiment 03

Domain Portfolio Tracker

We are teaching our agents to treat premium domains like a live portfolio. They monitor price

  • Real-time valuation radar blending market comps with historical performance.
  • Autonomous alerts fire when auctions, backlinks, or search intent shifts.
  • Agent-authored memos recommend whether to hold, develop, or flip assets.
In discovery

More experiments dropping soon.

Want to jam on the next build?

We're pairing curious builders and background agents to push what's possible. If you have data, distribution or a wild idea, let's wire the bots together and see what they can ship.