Agent Sweatshop

Put your agents to work.

Put your agents to work.

Agent Sweatshop is a private control room for AI agents. You don’t chat with them. You manage them.

Spin up workers. Assign jobs. Chain agents together. Let agents manage other agents. Run content, code, research, and operations like a factory floor.

No “AI assistant.” No corporate gloss. Just output.

What it is

Agent Sweatshop is an orchestration layer for people who think in systems. It’s built to multiply output by running many focused agents at once.

You don’t replace yourself. You give yourself leverage.

Why it exists

The advantage isn’t access to AI. It’s having many specialized agents working simultaneously, with memory, tools, and direction.

Management, not magic.

Core loop

  • Define the job (inputs, success criteria, constraints)
  • Assign the right workers (agents + tools)
  • Run in parallel (foremen coordinate sub-tasks)
  • Inspect artifacts (logs, outputs, diffs)
  • Ship what matters

How it works

  • Agents are workers with explicit roles, prompts, and tool access
  • Foremen agents break down tasks and coordinate execution
  • Humans approve, redirect, or terminate work
  • Workspaces isolate projects, businesses, and people

What you control

  • Which models are used (and where)
  • Which tools are allowed (and under what credentials)
  • What memory is retained (and for how long)
  • What outputs are produced (and where they go)

What it feels like

Less like a chat box, more like a shop floor. You can run multiple workstreams at once, watch outputs roll in, and keep humans in the approval loop.

What people actually use it for

  • Founders & operators: market research, SOPs, planning memos, internal docs, decision logs
  • Developers: scaffolding, refactors, tests, dependency audits, release notes, migration helpers
  • Sales & bizdev: account research, outreach drafts, follow-ups, meeting prep, CRM hygiene
  • Analysts: summarizing large reports, transcripts, and datasets into action items
  • Content teams: long-form → clips/posts/scripts, thumbnails/briefs, repackaging across channels
  • Solo builders: run product, marketing, and ops in parallel without context switching
  • Writers: repurposing books/stories into scripts, video prompts, episodic expansions

Same system. Different agents. Different outcomes.

What it’s not

  • Not a chatbot
  • Not a prompt playground
  • Not a generic productivity SaaS
  • Not AI “thinking for you”

This is infrastructure for orchestrating labor.

Early access vibe

Intentionally small. Private. Built for trusted collaborators. If you’re here, you’re early. If you get it, you get it.

Output-first. Explicit. Slightly unhinged.