Turn raw ideas into PRDs, tech analysis, and competitor tear-downs—fast.
LFG Agent drafts, structures, and cites. Human reviewers sharpen, so you get board-ready docs without the late-night slog.
Problem, solution, personas, user stories, acceptance criteria—auto-organized.
Architecture options, trade-offs, risks, API designs, and sequencing with diagrams.
Side-by-side feature tables, pricing notes, and positioning insights.
Runbooks, checklists, onboarding guides—kept consistent and versioned.
Draft in the chat, watch structured docs appear, and toggle between PRDs, technical analysis, and competitor notes.
Drop goals, constraints, and references. LFG Agent extracts signals.
Agent assembles sections, tables, and bullets. You edit inline.
Human reviewer polishes tone, correctness, and edges.
Export, share links, or hand to the build crew—instantly actionable.
From napkin idea to board-ready doc in minutes.
Speed is a function of certainty
Ambiguity is the silent killer of shipping velocity. When engineers have to guess, they hesitate. When they hesitate, momentum dies. LFG ensures your team has the clarity to stay in flow state—knowing exactly what to build, why, and how, without the constant "quick questions" that break focus.
Measure twice, cut once
Build with precision, not assumptions
Code is expensive. Thinking is cheap. PRDs force you to solve the hard problems before you open the IDE.
The LFG Blueprint
- Problem definition & success signals
- User stories & acceptance criteria
- Edge cases & non-functional requirements
- Sequencing, risks, & dependencies
Stop Building the Wrong Thing
Scope maps to outcomes, not opinions. Get stakeholders aligned before a single line of code is written.
Engineering-Ready Specs
Clear acceptance criteria mean developers know exactly when "Done" is actually done.
Eliminate Surprise Blockers
Identify risks and dependencies early, so your launch date isn't a fairy tale.
Living Documentation
Documentation that doesn't rot
Static docs die in folders. LFG docs are living artifacts that evolve with your codebase.
Single Source of Truth
Capture every change request and its impact in real-time.
Zero-Friction Handoffs
Docs match the code, so new teams can extend safely.
Incident-Ready Runbooks
Reduce on-call thrash with checklists that actually work.
Audit-Ready History
A complete paper trail of decisions and approvals.