Know enough to commit.

Stress-test your ideas before you build— Join Bloom.

Guessing is expensive

Vibe coding feels decisive when nothing in your loop is paid to disagree.

Bloom builds the interruption in: cited research, then a structured debate while the idea is still cheap to change—before you build.

42% of startups fail because they never identified real demand—no paying market, just a story that felt true.

Demand, competition, risk — sourced and written so you can defend it.

Attack the story before users do. Weak logic breaks here, not in prod.

Design spec + PRD tied to what you proved — or a deliberate pivot.

Prove it before you ship. Join the beta