CodeQL - QLCoder tool that synthesizes CodeQL queries to find

Description

2/ QLCoder takes a CVE pattern and synthesizes an end-to-end CodeQL dataflow query to find it. We extract the CVE patch's AST to generate a query template, then a coding agent refines it using the CodeQL language server and a RAG database of docs via MCP.

Impact

QLCoder tool that synthesizes CodeQL queries to find CVE patterns by extracting AST from patches and refining the query using CodeQL language server and MCP database.

Attack Vectors

• CVE analysis
• CodeQL query generation
• CodeQL language server

Mitigation

Sources

• x.com/lambdaclaire