Real ChatGPT answer · index seedtTBB9d7yEWQcompleteEducation · coding bootcampsbrand

What do recent bootcamp grads wish they knew about GitHub before they started applying for real software engineering jobs?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent bootcamp grads wish they knew about GitHub before they started applying for real software engineering jobs?
1 real search · 1 real-search pass
software engineering bootcamp graduates GitHub portfolio job applications advice what I wish I knew GitHub recruiters README commit history projects 2025 2026Google ↗
OBSERVEDOther / navigational

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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
software engineering bootcamp graduates GitHub portfolio job applications advice what I wish I knew GitHub recruiters README commit history projects 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1