Are there any hidden prompt injection vulnerabilities in the latest AI workflow builders like LangChain that could expose my customer database to hackers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any hidden prompt injection vulnerabilities in the latest AI workflow builders like LangChain that could expose my customer database to hackers?
3 real searches · 1 real-search pass
2026 2025 LangChain security advisories prompt injection agent tools vulnerabilities official security advisoriesGoogle ↗
OBSERVEDReason
OWASP LLM prompt injection excessive agency sensitive information disclosure 2025 2026Google ↗
OBSERVEDInstruction
LangChain security best practices tool permissions human in the loop prompt injection official docsGoogle ↗
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 (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
2026 2025 LangChain security advisories prompt injection agent tools vulnerabilities official security advisories Google ↗
OWASP LLM prompt injection excessive agency sensitive information disclosure 2025 2026 Google ↗
LangChain security best practices tool permissions human in the loop prompt injection official docs Google ↗
- Security Advisories · langchain-ai/langchain · github.com
- Security Advisories · langchain-ai/langsmith-sdk · github.com
- When prompts become shells: RCE vulnerabilities in AI agent frameworks · microsoft.com
- 2025 OWASP Top 10 List for LLM and Gen AI · csrc.nist.gov
- LLM06:2025 Excessive Agency · genai.owasp.org
- Understanding prompt injections · openai.com
- docs/src/oss/security-policy.mdx at main · langchain-ai/docs · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 2025 LangChain security advisories prompt injection agent tools vulnerabilities official security advisories OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
OWASP LLM prompt injection excessive agency sensitive information disclosure 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
LangChain security best practices tool permissions human in the loop prompt injection official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |