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🏛️ Architecture Review

Describe your proposed design and get a critical, opinionated review — genuine strengths, the risks with recommendations, the tradeoffs you're making, and the questions to answer before building.

See the quality — a real example

Sample only · no credits used

Input — proposed design

One Postgres for everything; 6 microservices talking over synchronous HTTP, no queue; all on a single VM; target 5,000 req/s.

Output — review

Summary: Fine for an MVP, but the synchronous mesh and single VM are what will page you first.

  • Availability: the single VM is a SPOF. → Run ≥2 instances behind a load balancer; use managed Postgres with a standby.
  • Coupling: sync HTTP across 6 services means one slow hop stalls the whole chain. → Add a queue for non-critical paths; set timeouts + circuit breakers.
  • Scale: 5k req/s will exhaust Postgres connections. → PgBouncer + read replicas.

Open question: what's your read/write split and acceptable RTO?

Related tools

Text to SQL

Turn plain English into correct SQL for Postgres, MySQL, SQLite, BigQuery or Snowflake — schema-aware.

Code Review

Paste a diff or file and get a ranked review — bugs, logic, security, performance — with fixes.

Excel Formula

Describe what you need and get the exact Excel / Google Sheets formula — with a plain-language explanation.

Legacy Code Explainer

Paste unfamiliar code and get a plain-English walkthrough, data flow and risks.

FAQ

How much does Architecture Review cost?

About 9 points per run (1 point = $0.01). You get 30 free points on signup to try it. No subscription — pay only for what you run, and points never expire.

Is my data private?

Your input is used only to generate this one result; results are saved to your own account history, never shared and never used to train models.

What if the result isn’t good?

If a tool fails to deliver a usable result within 14 days, we refund or re-credit it — just email hi@panshi.io.

Do I need a subscription?

No. Buy points once, use them on every tool, no monthly fee, and they never expire.