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Free Assessments

How's your stack, really?

Quick, honest diagnostics for developers and startup founders. Answer a few pointed questions, get a personalized analysis based on your responses.

Each assessment includes a custom written analysis based on your specific scores, with hand-picked article recommendations from 20+ years of engineering and startup experience.

Is Your App Production-Ready?

Is Your App Production-Ready?

A quick diagnostic to see if your app is ready to ship or if you're about to learn some expensive lessons.

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How Mature Is Your AI Coding Practice?

How Mature Is Your AI Coding Practice?

Are you actually getting smarter with AI, or just moving faster toward the same mistakes?

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What's Your Actual Python Level?

What's Your Actual Python Level?

No trick questions, no LeetCode - just a straight read on where you actually are.

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Is Your Startup Actually Flailing?

Is Your Startup Actually Flailing?

A brutally honest check on whether you're building a business or just delaying the inevitable.

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Startup Red Flags Checklist

Startup Red Flags Checklist

Run this before you sign the offer letter. Some of these you can't unsee.

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How Secure Is Your AI Stack?

How Secure Is Your AI Stack?

AI systems have a whole new category of security problems. Do you know where yours are?

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Which Database Should You Actually Use?

Which Database Should You Actually Use?

The right database for your use case is rarely the trendy one. Let's find out what you actually need.

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Can Your Vibe-Coded App Actually Ship?

Can Your Vibe-Coded App Actually Ship?

AI built your MVP. Now find out if it's actually production-ready or just production-shaped.

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Should You Actually Build This?

Should You Actually Build This?

A pre-build sanity check - are you solving a real problem or building a cool thing with no customer?

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Is Your LLM Integration Actually Production-Ready?

Is Your LLM Integration Actually Production-Ready?

Reliability, cost, and UX - find out if your AI feature will hold up when things go sideways.

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Should You Bootstrap or Raise?

Should You Bootstrap or Raise?

Both paths are real. This tells you which one fits what you're actually building.

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Are You Actually Ready to Go Solo?

Are You Actually Ready to Go Solo?

Going from employee to solopreneur is a different job, not just a better version of the old one.

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Is Your AI Feature Actually Good?

Is Your AI Feature Actually Good?

Not is it secure. Not is it reliable. Is it actually useful?

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Are You the Technical Co-Founder?

Are You the Technical Co-Founder?

Should you build it yourself, hire a dev, or find a technical co-founder? It depends on more than you think.

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Developer Security Hygiene

Developer Security Hygiene

SQL injection, leaked secrets, default passwords - how many of the basics are you actually getting right?

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What Kind of CTO Do You Need?

What Kind of CTO Do You Need?

A gap analysis to figure out if you need a hands-on coder, a cat herder, an architect, or a sales engineer.

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