·v2.0

Turn customer evidence into a verified PR — fast

Growpad takes messy interviews, bug reports, and feature requests and outputs a PRD + tickets + code diff + passing tests, with bounded self-healing (≤2 retries) and an audit-ready artifact pack.

Built for

Ship the highest-leverage fix this week — without guessing.

Turn interviews & support into a PRD + scope + acceptance criteria.

Get a tested PR with logs, retries, and an audit pack.

growpad-app.vercel.app
Ready
>_Execution Log
Ingest Evidence
Complete
Synthesize & Decide
Complete
Generate PRD
Complete
Generate Tickets
Complete
Implement Patch
Running...
Verify Tests
Pending
Self-Heal
Pending
Export Artifacts
Pending
System Output
$ growpad run --evidence ./uploads
✓ Evidence validated (4 files, 2.4s)
✓ Synthesis complete — 3 themes
Generating patch...
Open-source
Bounded retries (≤2)
Test-verified
Artifact pack
Guardrails built-in

How it works

Evidence in. Verified PR out.

Fully automated pipeline

Watch it run

8 stages. Zero hand-offs. One command.

~/project
zsh
8Pipeline stages
0Hand-offs required
<15sAverage run time
100%Traceable output
Try the demo

How works

Three stages. One pipeline. Verified output every time.

Step 01

Upload interviews, support tickets, usage metrics, and competitor research. The pipeline parses every file format automatically and validates the bundle against schemas before processing.

user_interview_1.md2.4 KB
support_tickets.csv8.7 KB
usage_metrics.csv1.2 KB
competitors.md1.5 KB
Step 02

Synthesize & Decide

Gemini 3 clusters evidence across all sources, ranks themes by frequency × severity × effort, and selects the highest-priority feature with full rationale and confidence scores.

Users abandon onboarding — no progress indicator92%
Mobile experience breaks at 375px viewport71%
Search feature most requested in 47 tickets65%
Step 03

Generate PRD

Produce a complete product requirements document with overview, problem statement, acceptance criteria, and constraints — all linked back to source evidence. Fully editable before proceeding.

# PRD: Smart Onboarding Tracker
## Acceptance Criteria
✓ Progress bar shows % and labels
✓ Step validation before "Next"
○ Progress persists across sessions
The Problem & The Fix

Teams waste weeks deciding

Then waste more time turning decisions into correct, verified code. Here's the problem — and how Growpad fixes it.

The shipping problem

Evidence is scattered

Customer feedback lives in notes, tickets, and recordings — decisions are slow and disconnected.

PRDs drift from reality

Requirements are written in isolation, losing original customer context and intent along the way.

AI output isn’t trusted

Generated code lacks verification and traceability — teams can’t trust what they can’t verify.

Why Growpad

Fewer failed PRs

The verification loop catches drift early — tests run before code ships, bounded self-healing fixes regressions.

Faster alignment

PRDs and tickets are generated from customer evidence, not opinions. Teams align in minutes, not meetings.

Full audit trail

Every decision links back to source evidence with confidence scores. Your proof — exportable & version-controlled.

Problem identifiedGrowpad solves it

Everything you need to

Six pipeline stages. Zero guesswork. Full traceability.

Evidence Synthesis

Ingests PRDs, Slack dumps, Jira exports, and interviews into a unified evidence graph. Gemini 3 scores relevance and detects contradictions.

evidence-graph.json

PRD Generation

Structured PRDs with acceptance criteria and edge cases — grounded entirely in evidence with citations.

# PRD: Smart Onboarding
## Problem Statement
Users abandon signup at step 3...
## Acceptance Criteria
✓ Progress visible at all times
✓ Validation before next step

Ticket Breakdown

Scoped, dependency-aware tickets with effort estimates and test stubs. Ready for your sprint.

GRW-101Progress bar component3pt
GRW-102Step validation logic5pt
GRW-103Persist state across sessions8pt

Code Patch Generation

Idiomatic code patches with diff previews and file-level context. Targets your repo structure.

@@ -24,6 +24,12 @@
  function onboard(user) {
+  const progress = track(user);
+  if (!validate(step)) return;
-  // TODO: add validation
  }

Self-Healing Tests

Auto-generates verification tests. If tests fail, bounded retries instead of shipping broken code.

✓ renders progress bar (12ms)
✓ validates step before next (8ms)
✗ persists across sessions (23ms)
↻ retry 1/2 — patching...
✓ persists across sessions (19ms)
3 passed · 0 failed · 1 self-healed

Artifact Export

Export PRDs, tickets, patches, and test results as Markdown, JSON, or directly to GitHub.

📄prd.md4.2 KB
🎫tickets.json2.1 KB
🔧patch.diff6.8 KB
✅test-report.md1.4 KB

Every design decision optimizes for trust and traceability.

Every pipeline run produces tests that verify its own output. If tests fail, the system self-heals with bounded retries instead of shipping broken code. You get proof, not promises.

No hallucination. Every PRD requirement, every ticket, every line of code traces back to source evidence with confidence scores. The evidence map is auditable and exportable.

PMs upload evidence and review PRDs. Engineers review diffs and test results. The pipeline bridges the gap with structured artifacts both sides understand.

Leverages Gemini 3's extended context window and reasoning capabilities for evidence synthesis, code generation, and self-healing. Open source, hackable, and built to last.

Every failed verification teaches the system. Run logs capture every decision, enabling post-mortem analysis and future fine-tuning. The pipeline gets smarter with each execution.

Real results, real teams

Real use cases, real impact

Stop shipping guesses. Start shipping what customers actually need.

Churn

Ship your #1 churn reason fix

Turn customer exit interviews into a verified solution that addresses the root cause.

40%churn reduction
Discovery

Turn 20 interviews into a verified PR

Synthesize scattered customer conversations into prioritized, tested features.

10xfaster synthesis
Support

Clean up top support pain in a week

Transform repetitive support tickets into permanent fixes with full test coverage.

1 weekto resolution

Want us to ship one feature into your repo in 48 hours?

Share your customer evidence and repo. We'll deliver a tested PR with full artifact pack.

Book a Pilot

One pipeline that goes

It ingests evidence, writes PRDs, creates tickets, implements patches, and verifies its own output before shipping.

Try the demo
Pipeline Stages
Artifact Outputs
< minEvidence → Ship
≤ Self-Heal Retries

Simple, transparent pricing

Start free. Scale when you're ready.

PilotFree

2 runs, all artifacts

Popular
Team$499/mo

Unlimited runs, integrations

ScaleCustom

Self-hosted, governance, SLA

See full plans

Stop guessing.
Start verifying.

Ship features backed by evidence, tested by AI, and verified before merge.

View Source