What are the best low-cost strategies for monitoring the market to ensure competitors are not stealing our source code?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best low-cost strategies for monitoring the market to ensure competitors are not stealing our source code?
2 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 (2)
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
best practices detect source code theft public repositories code search GitHub code search grep.app Sourcegraph 2026 Google ↗
NIST secure software development framework protect source code access logging repository security least privilege Google ↗
- Appendix C SSDF Analysis New — Secure Software Development, Security, and Operations (DevSecOps) Practices documentation · pages.nist.gov
- SP 800-218, Secure Software Development Framework (SSDF) Version 1.1: Recommendations for Mitigating the Risk of Software Vulnerabilities · csrc.nist.gov
- Secure development and deployment guidance | Secure development principles | Protect your code repository · ncsc.gov.uk
- GitHub Code Search documentation · docs.github.com
- Sourcegraph Code Search · sourcegraph.com
- NCSC repository security guidance · ncsc.gov.uk
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best practices detect source code theft public repositories code search GitHub code search grep.app Sourcegraph 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NIST secure software development framework protect source code access logging repository security least privilege OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |