What is the best way to set up GitLab CI runners on a cheap DigitalOcean droplet for my senior capstone project?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to set up GitLab CI runners on a cheap DigitalOcean droplet for my senior capstone project?
3 real searches · 1 real-search pass
GitLab Runner install Docker executor official documentation Ubuntu 24.04 registration authentication token 2026Google ↗
OBSERVEDInstruction
DigitalOcean Droplet pricing basic 2 GB 4 GB official pricingGoogle ↗
OBSERVEDComparison
GitLab Runner security Docker executor privileged mode official documentationGoogle ↗
OBSERVEDInstruction
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
GitLab Runner install Docker executor official documentation Ubuntu 24.04 registration authentication token 2026 Google ↗
DigitalOcean Droplet pricing basic 2 GB 4 GB official pricing Google ↗
GitLab Runner security Docker executor privileged mode official documentation Google ↗
- Docker Engine installation for Ubuntu · docs.docker.com
- Install GitLab Runner using the official GitLab repositories · docs.gitlab.com
- Registering runners · docs.gitlab.com
- Registering runners · docs.gitlab.com
- Security for self-managed runners · docs.gitlab.com
- Docker executor · docs.gitlab.com
- DigitalOcean Droplet pricing · digitalocean.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitLab Runner install Docker executor official documentation Ubuntu 24.04 registration authentication token 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
DigitalOcean Droplet pricing basic 2 GB 4 GB official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GitLab Runner security Docker executor privileged mode official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |