Before
AI-powered code review automation for software teams
After
BAI-powered code review automation tool targeting software development teams, leveraging recent LLM advancements to provide intelligent, context-aware code analysis. The founder has direct experience with the pain point and understands the competitive landscape through using existing solutions, positioning this as a technically-enabled improvement over current offerings.
Per-question score table
What's the strongest evidence you have that someone actually wants this?
Needs a sharper customer, proof point, and next test.
What are your users doing right now to solve this problem, and what does that workaround cost them?
Needs a sharper customer, proof point, and next test.
Name the actual human who needs this most. What's their title and what consequence do they face?
Needs a sharper customer, proof point, and next test.
What's the smallest possible version of this that someone would pay real money for this week?
Needs a sharper customer, proof point, and next test.
What surprised you when you actually watched someone use this without helping them?
Needs a sharper customer, proof point, and next test.
If the world looks meaningfully different in 3 years, does your product become more essential or less?
Needs a sharper customer, proof point, and next test.
Homework
Three concrete next steps before you run the next session.
- 1Interview 15 engineering managers to identify specific code review pain points that current tools like GitHub Copilot and CodeRabbit fail to address
- 2Build a functional MVP that integrates with one major platform (GitHub or GitLab) and test with 3 real development teams beyond just a landing page
- 3Create comparison content showing concrete metrics (time saved, bugs caught) vs manual review and existing AI tools to establish differentiation
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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