Before
AI-powered code review tool that gives instant feedback like a senior engineer, built for junior developers
After
BAI-powered code review tool that gives instant feedback like a senior engineer, built for junior developers for one named user, reduced to the smallest paid wedge and grounded in observed demand and a costly current workaround.
Per-question score table
What's the strongest evidence you have that someone actually wants this?
Sharp persona with role, tenure, stack, and the exact trigger pain identified.
What are your users doing right now to solve this problem, and what does that workaround cost them?
You name spend and delay, but conflate learners with employed juniors—different buyers, different pains.
Name the actual human who needs this most. What's their title and what consequence do they face?
Three real shifts named, but each is asserted without sharp, specific proof points.
What's the smallest possible version of this that someone would pay real money for this week?
Scoped and shippable, but the "bad patterns" definition is dangerously vague for V1.
What surprised you when you actually watched someone use this without helping them?
Channels are plausible but generic; no evidence any of them actually convert.
If the world looks meaningfully different in 3 years, does your product become more essential or less?
Numbers are specific but logic chain and channel assumptions remain unvalidated.
Homework
Three concrete next steps before you run the next session.
- 1Find the strongest real demand evidence: payment, repeated usage, or dependency-forming behavior.
- 2Build the smallest version one named user would pay real money for this week.
- 3Watch one person use it without helping and record the first behavior that surprises you.
Keep using gstack on the web
/office-hours
- Run the full six-question workflow
- Get a refined V1 and grade
- Leave with concrete homework
- No terminal or local setup
All web skills
- 10 gstack skill runs every month
- Office Hours, CEO, Engineering, and Design
- Private results and saved history
- Follow-up emails
$19 / month
Go Pro
$19/month for 10 gstack skill runs across Office Hours, CEO, Engineering, and Design workflows—plus private results, saved history, and follow-up emails.
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