Panshi

Critique my tech stack choice

Weighing a database, framework, or architecture pattern? Get a balanced critique of the tradeoffs — what you gain, what you give up, and what to verify before committing.

Every stack choice is a tradeoff, but it rarely feels like one in the moment — the option you are excited about looks all upside until you are deep in production and hitting the limits nobody warned you about.

This tool gives a balanced critique of a technology choice: the genuine strengths, the costs and constraints you are signing up for, where it tends to break down at scale, and the questions to answer before you commit. It names the downsides the marketing pages leave out.

It is a starting analysis, not a verdict. It cannot weigh your team’s familiarity, your timeline, or your existing infrastructure — those are yours to factor in. Use it to make the tradeoff explicit so the decision is informed rather than enthusiastic.

The tool for this

🏛️Architecture Review

A critical review of your tech design — strengths, risks, tradeoffs, open questions.

Try Architecture Review →

Frequently asked questions

How do I evaluate a tech stack choice? +

Make the tradeoff explicit — strengths, costs, scaling limits, and open questions. The tool gives a balanced critique, including the downsides marketing leaves out.

Will it just tell me which option is best? +

No — it cannot weigh your team, timeline, or existing infrastructure. It surfaces the tradeoffs so you decide with full information.

Is this enough to commit a decision? +

Treat it as a starting analysis. Combine its critique with your own context and, for major bets, your senior engineers’ input.

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