ompsure
Autonomy

1 command

market research to a verified, running SaaS

One invocation, market research to a running SaaS

A single campaign command took a product from market research through five built-and-verified phases — booking, branded video rooms, AI meeting notes, an email add-on — across 19 wall-clock hours, surviving a context-limit hit and fixing 3 upstream template defects on the way. It ran locally with zero external API keys.

1
Command to running SaaS
4h 32m
Active across 19h wall
46/52
Tasks completed
3
Upstream defects fixed

Launched at 9:33 PM, the campaign hit the context limit around 1:27 AM; the resumed session re-read the campaign state and continued autonomously through every product phase to final verification the next evening. Every phase was researched, blueprinted, built, verified (typecheck + build + db reset + smoke), and committed.

The numbers: 4h32m active across 19h39m wall, 23 subagents, 52 tasks created and 46 completed, 23 commits, 51 files — plus 3 upstream template defects found and fixed canonically along the way. The whole product ran locally with zero external API keys required.

  • Survived a context-limit hit and resumed from state, not memory
  • Blueprint-first and canonical-first the whole way — every phase verified
  • Fixed 3 upstream template defects while building on top of them

From the session record

Launched at 9:33 PM, the campaign hit Claude's context limit around 1:27 AM; the resumed session re-read the campaign state and continued autonomously through five product phases — booking, branded video rooms, AI meeting notes, an email add-on — to final verification the following evening.

claude — campaign close · 2026-05-30
Across this pursuit I took the goal from market research → a full SaaS, autonomously, blueprint-first, with delegated agents and canonical-first discipline. Every phase was researched, blueprinted, built, verified (typecheck + build + db reset + smoke), and committed.

The numbers: 4h32m active across 19h39m wall, 23 subagents, 52 tasks created and 46 completed, 23 commits, 51 files created — plus 3 upstream template defects found and fixed canonically along the way. The whole product ran locally with zero external API keys required.

Claude, closing a campaign on an AI-powered scheduling SaaS (the builder's own product). Reproduced verbatim.

This is what Pro delivers.

Not features for their own sake — measurable leverage on every session.

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