Real ChatGPT answer · index seedNuMjoUR04K8completeB2B software · AI and automation toolsinformational

What are the security risks of deploying a custom internal chatbot that has read access to our GitHub repositories and Jira boards?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the security risks of deploying a custom internal chatbot that has read access to our GitHub repositories and Jira boards?
3 real searches · 1 real-search pass
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency officialGoogle ↗
OBSERVED
GitHub Apps permissions repository contents read-only fine-grained permissions official documentationGoogle ↗
OBSERVED
Atlassian Jira Cloud permissions project issue security API access official documentationGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency official Google ↗
GitHub Apps permissions repository contents read-only fine-grained permissions official documentation Google ↗
Atlassian Jira Cloud permissions project issue security API access official documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GitHub Apps permissions repository contents read-only fine-grained permissions official documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Atlassian Jira Cloud permissions project issue security API access official documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1