Newly released CVEs across every platform — sleek to read, verbose on demand, and served raw as markdown for AI and agent ingestion. Severity reads as depth: the deeper the contact, the graver the threat.
Depth = severity + exploitation
CVE-2026-49298High· 8.8Apache Airflow: Execution API JWT leaked via KubernetesExecutor worker command-line args
CVE-2026-32690Low· 3.7Apache Airflow Exposes Secrets in Variables Saved as JSON Dictionaries
CVE-2026-30912Medium· 5.3Apache Airflow exposes SQL stack trace despite "api/expose_stack_traces" set to false
CVE-2026-32228High· 7.5Apache Airflow allows users with asset materialize permissions to trigger DAGs outside of their permissions
CVE-2026-25917High· 7.2Apache Airflow allows code execution through crafted XCom payloads
A summary of everything that shipped over the last two weeks — the whole corpus is open, agents get change feeds, alias resolution and EPSS movers, and the data now includes CVE.org, vendor CSAF, aggregated exploits and per-source scores.
A step-by-step guide to plugging VulnSea into automated and agentic workflows — poll the delta, triage without burning tokens, match an SBOM, and let an MCP-native model do the reasoning.
CVE and 0day intelligence that reads like an instrument — built for analysts and AI agents alike. Here's what it does and where it's going.