Real ChatGPT answer · index seed1ICr5H9v9R8completeB2B software · developer toolshowto

We need to migrate our build servers from Jenkins to GitHub Actions this quarter without blowing our small team budget on excessive runner minutes.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need to migrate our build servers from Jenkins to GitHub Actions this quarter without blowing our small team budget on excessive runner minutes.
2 real searches · 1 real-search pass
GitHub Actions pricing minutes included plans larger runners self-hosted runner billing 2026Google ↗
OBSERVEDOther / navigational
GitHub Actions billing usage limits cache concurrency workflow optimization documentation 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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
GitHub Actions pricing minutes included plans larger runners self-hosted runner billing 2026 Google ↗
GitHub Actions billing usage limits cache concurrency workflow optimization documentation 2026 Google ↗
  1. Actions runner pricing · docs.github.com
  2. Product usage included with each plan · docs.github.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions pricing minutes included plans larger runners self-hosted runner billing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GitHub Actions billing usage limits cache concurrency workflow optimization documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1