Launching today

Mantrana

Launching today

Four AI specialists. One buildable specification.

3 followers

Four AI specialists. One buildable specification.

3 followers

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Turn a rough idea into a production-ready spec. Four specialist AI reviewers — an architect, an adversarial red-teamer, a product strategist, and an operations lead — cross-examine each other and file one buildable specification with exact schemas, API contracts, threat matrices, and phased roadmaps. Your first three runs are free, no card needed.

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Launch tags:Artificial Intelligence

Launch Team

Context.devOne API to scrape, enrich, and extract the internet

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Maker

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I built Mantrana after watching AI agents burn $20+ in wasted tokens wandering without a spec. The fix isn't a better prompt — it's a resolved brief. Mantrana runs your idea through a four-juror council (architecture, red-team, product, operations) that cross-examines each other before filing one production-ready spec with zero ambiguity. I benchmarked the same agent tasks with and without specs: ~84% fewer tool calls, 90%+ first-pass success. First run of each depth is free — no card needed. Happy to answer any questions about the pipeline.

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3d ago