My senior capstone project app keeps running out of memory in Node.js and I need a free profiling tool that actually works on a student budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My senior capstone project app keeps running out of memory in Node.js and I need a free profiling tool that actually works on a student budget.
3 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
official Node.js documentation inspect Chrome DevTools heap snapshot memory profiling Node.js --inspect Google ↗
Clinic.js GitHub Node.js performance profiling memory doctor Google ↗
Node.js documentation --heap-prof heap profiling flag Google ↗
- Chrome memory profiling guide · developer.chrome.com
- VS Code profiling guide · code.visualstudio.com
- Clinic.js GitHub · github.com
- learn/pages/diagnostics/memory/using-heap-snapshot.md at main · nodejs/learn · github.com
- Debugger · nodejs.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
official Node.js documentation inspect Chrome DevTools heap snapshot memory profiling Node.js --inspect OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Clinic.js GitHub Node.js performance profiling memory doctor OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Node.js documentation --heap-prof heap profiling flag OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |