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guilds.run
Open-source AI agent teams you can inspect — multi-agent workflows without the black box.
Open SourceAny ModelRuns on Your MachineRun-level ObservabilityHuman-in-the-loop Review
Opportunity score
61/100
Promising developer tool for inspectable multi-agent workflows, but currently unproven monetization and facing a crowded open-source agent framework market.
Founder verdict
MAYBE
A promising open-source trust layer for multi-agent automation, but too early and undifferentiated as a horizontal platform to copy directly.
What is guilds.run?
guilds.run is an open-source multi-agent workflow tool that emphasizes total inspectability: every prompt, tool call, memory change, note, and scheduled wake is recorded and visible. The landing page positions it as an open alternative to black-box 'Grok bots' automation, with features for observability, a Studio that proposes fixes, shared databases, scripted memory, and reusable team Recipes. It is clearly aimed at developers and operators running growth, sales, support, and OSS management agents. Observed facts show strong product thinking around trust and control, but there is no public pricing, MRR, growth, customer count, or Product Hunt rank. The business model, team size, and stage are unknown. The product appears early and likely pre-monetization, with Recipes directory listed as 'Coming soon' and no pricing page shown on the provided site content.
Get the full guilds.run playbook
The complete reverse-engineering — what to copy, what to avoid, and exactly what to build instead.
- Full opportunity score across 8 dimensions
- The real problem & why customers pay
- Why it's winning — with evidence
- Complete business reverse-engineering
- Competitive advantages & moat analysis
- Weaknesses, risks & what to avoid
- Clone strategy — what to build instead
- Week-by-week MVP roadmap
- Recommended technical stack
- Founder verdict & highest-leverage move