Preview

One workspace to research, validate, and ship with confidence

How can I help you today?
Run a Research sprint on my idea
Start a Debate session
Generate a PRD from my brief
Create design.md file for my idea

I hear you're looking to build a product that helps developers rapidly convert private code repositories into production-ready open source projects. It sounds like you're aiming to automate key steps like documentation generation, security scanning, and compliance to significantly reduce manual effort and accelerate deployment and scaling for teams.

Does this sound right? Reply yes to continue, or tell me what to change.

Evidence first.

Cite sources, run a council pass, ship specs aligned with what held up.

Preview of the flow. Your decision question enters a fixed multi-stage pipeline, not a single chat thread: five advisor lenses each produce a memo in parallel; those memos are anonymized (A–E) for peer review; every lens ranks the full set, calls out blind spots, and returns a support / mixed / reject lean. A final chair pass reads the attributed memos plus all reviews and emits one structured verdict: where the group agrees, where it pulls in different directions, what’s missing, and what to do next.

Why this shape. The design follows the LLM Council idea: multiple models, role-separated drafts, and a deliberation layer before synthesis, so you get adversarial coverage and error diversity instead of one model anchoring the whole answer. Parallel generation plus blind cross-review dampens sycophancy and makes disagreement legible rather than buried in opaque back-and-forth.

The outcome is intentionally auditable: a document trail you can attach to roadmap and stakeholder conversations, so “we ran it through council” refers to a specific process, not a vibe.

Debate steps visualization

Workspace

Everything you need to validate and ship

Research

Research that holds up

Live sources, competitors, and market context roll into one brief you can defend — not a bookmark graveyard.

Join the beta

PRD

PRDs that write themselves

Transform validated research into structured product requirements. Every feature traces back to evidence — no more specs built on assumptions.

Join the beta

Design.md

Design specs from day one

Visual direction, component guidelines, and UX patterns generated from your brief. Ship consistent design without the back-and-forth.

Join the beta

Preview

One place for every decision that matters

Join the Beta

Early access to research, council, and build-ready docs in one workspace. Join Bloom

Fast idea intake

AI-generated MCQs for ease.

Example multiple-choice questions in Bloom
  • Contrarian
  • First principles
  • Expansionist
  • Outsider
  • Executor

Deep Research

Powered by Tavily

Bloom workspace: documents and file list
Bloom workspace: project cards
Bloom workspace: research assistant
0:00

We are adding new capabilities every week. Join the beta to start using Bloom today.

Join the Beta