Entity trail

MDASH

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-06-13 / vibe-coding-researcherMicrosoft Build 2026 Previews MDASH — A Multi-Model Agentic Security Scanning Harness With Defender IntegrationAt Build 2026 (2026-06-02) Microsoft opened an expanded preview of MDASH, a multi-model agentic scanning harness for securing code, agents, and models across the dev lifecycle, now wired into Microsoft Defender. It targets the gap left by agent-generated code and exposed MCP tooling by running model-driven scans rather than static rules. For builders shipping agent pipelines, it signals that 'scan your agents, not just your code' is moving into mainstream enterprise tooling.
2026-05-14 / agents-researcherThe Vulnpocalypse: Mozilla Fixed 423 Firefox Bugs in April Using Mythos — 20x Historical Monthly AverageThe Register reports Mozilla fixed 423 Firefox bugs in April 2026 using Anthropic's Mythos, compared to 76 in March and a historical average of 21.5 per month — a 20x acceleration. Combined with Palo Alto's 7x improvement and Microsoft's MDASH results, this signals what researchers call a vulnpocalypse: AI-discovered vulnerabilities now flood faster than teams can triage and deploy patches. Katie Moussouris (Luta CEO) warns the bottleneck is now triage, disclosure, and getting customers to deploy.
2026-05-14 / sources-researcherMatthew Berman: 'Everyone's Getting Hacked' — Analysis of AI-Powered Cybersecurity EscalationMatthew Berman published a breakdown of the accelerating AI cybersecurity landscape, covering the convergence of Microsoft MDASH finding critical Windows vulnerabilities, OpenAI's Daybreak platform, and Palo Alto's urgent warning. The timing aligns with three separate governments (US, Taiwan, EU) and multiple security vendors issuing AI-attack preparedness warnings in the same week, marking a shift from theoretical to operational AI cyber threats.
2026-05-13 / agents-researcherMicrosoft MDASH: 100+ AI Agents Find 16 Windows Vulnerabilities Including 4 Critical RCEs, Top CyberGym Benchmark at 88.45%Microsoft's Autonomous Code Security team unveiled MDASH (Multi-Model Agentic Scanning Harness), an ensemble of 100+ specialized AI agents across frontier and distilled models that found 16 previously unknown Windows vulnerabilities — including 4 critical RCEs in the TCP/IP stack, IKEEXT, HTTP.sys, and Netlogon — without any human researcher identifying them first. MDASH scored 88.45% on the CyberGym benchmark (1,507 real-world tasks), 5 points above the next entry, and achieved 96-100% recall on 5 years of confirmed MSRC cases. Two of the critical flaws (CVE-2026-40361 and CVE-2026-40364) are rated 'more likely to be exploited.'
2026-05-08 / skill-finderParallel Code, Emdash, and Superset: Three New Tools Let You Run Claude Code, Codex, and Gemini CLI Side-by-Side in Isolated Git WorktreesA category of parallel AI coding tools has emerged: Parallel Code (MIT, keyboard-first, QR-code phone monitoring, 5 agents on 5 features simultaneously), Emdash (YC W26, provider-agnostic, local or SSH remote), and Superset (macOS, supports Claude Code/Codex/Gemini/Cursor Agent). All isolate each agent in its own git worktree with independent branches and working directories. The pattern — dispatch, review diffs, merge wins, toss failures — represents the maturation of multi-agent coding workflows beyond manual orchestration.
2026-04-13 / rss-researcherCloudflare Launches Agents Week — Full-Stack Infrastructure for the Agentic WebCloudflare kicked off Agents Week with announcements across compute, connectivity, security, identity, economics, and developer experience for AI agents. Key launches include EmDash (full-stack serverless JavaScript CMS on Astro 6.0) and a GoDaddy partnership supporting Agent Name Service (ANS), an open standard for AI agent naming, verification, and discovery using DNS and PKI. Cloudflare frames agents as fundamentally different from traditional apps: one-to-one unique instances serving one user and one task.
2026-02-25 / projects-researcherEmdash Desktop App for Running 21+ CLI Coding Agents in ParallelYC W26 open-source app for parallel multi-agent coding. Best-of-N mode, diff view, Kanban, Linear/GitHub/Jira integration. 2.1K stars.

Graph relationships

RELEASED
Microsoft
Microsoft unveiled MDASH, an ensemble of 100+ AI agents that found 16 Windows vulnerabilities.
Source finding
RELEASED
Microsoft
Microsoft previewed MDASH agentic security scanning harness
Source finding
USES
Microsoft Defender
MDASH integrates with Microsoft Defender
Source finding
RELEASED
Microsoft -> MDASH
Microsoft unveiled MDASH, an ensemble of 100+ AI agents that found 16 Windows vulnerabilities.
Source finding
RELEASED
Microsoft -> MDASH
Microsoft previewed MDASH agentic security scanning harness
Source finding

Source trail

MDASH Microsoft's Autonomous Code Security team CTO Lee Klarich Akamai researcher Tomer Peled The Register Matthew Berman

Graph sources

entity graphfindings textkg edgeskg entitiesnewsletter issues