Continuously monitored • Primary-source led

Intelligence for the
agentic attack surface.

Independent reporting on AI vulnerabilities, agent security, prompt injection, and the software supply chain — distilled for defenders and engineering teams.

Primary sourcesActionable analysisNo pay-to-play coverage
Lead intelligence

Four 9.9s, Three With No CVE: Argo CD Patches a Repo-Server That Has Been Running Attacker Code Since 2018

Argo CD shipped six advisories on 7 October 2026 across v3.3.15/3.4.10/3.5.4/3.6.0-rc2. Four are CVSS 9.9 critical, and three of those carry no CVE identifier at all. The Jsonnet file-read dates to v0.9.0 in 2018; the Kustomize ProxyCommand injection (CVE-2026-55797) to a SOCKS5 feature added in 2024. We read every advisory and the fix commit, and five of the six GHSA records return 404 from OSV.

Read the briefing
Latest coverage

The security signal

View all intelligence →

Ten Advisories, One Release, Zero Version Numbers: nginx-ui’s 9 October Batch Points at Git Hashes

On 9 October 2026, ten advisories landed against nginx-ui (11,500+ stars) — one critical RCE, eight high, one moderate, from nine separate reporters. Every fix shipped in July or September. Not one advisory names a release tag: all ten point at Go pseudo-versions. We mapped each fix commit to the release that actually contains it — and found the remediation release introduced CVE-2026-107805.

The Fixed Version Has No Release: CISA’s openPDC Advisory Patches the Grid in Nightly Builds

ICSA-26-281-02 names five CVEs in Grid Protection Alliance’s openPDC and openHistorian, including a 9.8 unauthenticated deserialization RCE and a 9.8 hard-coded Docker credential marked “No fix planned”. The fixed versions — openPDC 2.9.482, openHistorian 2.8.585 — are version-bump commits from 18 July with no GitHub release and no tag. The last tagged openPDC release was 2024.

No Auth on the Debugger’s Front Door: x64dbg-MCP Server’s CVE-2026-107824 (9.3) and CVE-2026-107820

CVE-2026-107824 (CVSS 9.3) left x64dbg-MCP Server’s full debugger toolset — arbitrary commands, process attach, memory read/write, arbitrary file write — open to any unauthenticated network client on 0.0.0.0:9094. CVE-2026-107820 (5.3) adds a pre-auth Content-Length integer overflow that kills the debugging session. Fixed in 1.1 and 1.2; both CVEs published 9 October 2026.

Only 20.9% of Agent Skills Follow Their Source: arXiv:2610.11169 Dates 2.2 Million Copies and Finds Stars Point the Wrong Way

Skill Constellations reconstructs the first dated copy network of agent skills from git history — 2,193,119 adoptions across GitHub. Only 20.9% of copies follow a later edit of their source, 11.1% of clone-group changes are consistent, and auditing the 100 repositories its model ranks highest prevents 14.9% of later high-risk adoptions against 0.5% for the 100 most starred.

GhostAction Learned to Read Git History — the October Burst Sweeps the Whole Tree for Cloud and AI Keys

Socket reported 9 October 2026 that a new GhostAction burst on 8 October pushed security-audit.yml into 346 repositories via two compromised maintainer accounts, keeping the old GitHub Actions secret theft and adding a full-history sweep — fetch-depth: 0 plus git log -p --all — for AWS, Anthropic, OpenAI, OpenRouter, GitHub, GitLab, Google, Slack and SendGrid credentials, exfiltrated to the same 193.32.204.199 endpoint. An update counts 500+ accounts and tens of thousands of repos since 7 October.

Seven Critical CVEs With Nothing to Patch: Microsoft’s October Cloud Batch and the Agent That Scored 9.6

On 8 October 2026 Microsoft published seven cloud-service CVEs — Partner Center at 10.0, Bookings 9.9, Dataverse 9.8, Azure App Service 9.8, Azure SRE Agent 9.6, Azure API Center 8.7, Event Grid 7.7 — all already mitigated, all with no customer action. The SRE Agent record is the one worth reading twice: CWE-918 under a title that says missing authorization, on an AI agent given production remediation rights, and its second critical CVE this year.

The Fix Became the Affected Version: NetScaler CVE-2026-107406 and the Third Upgrade in Eleven Days

Citrix bulletin CTX697191 (8 October 2026) discloses CVE-2026-107406, a CVSS 4.0 9.5 memory overflow in NetScaler ADC and Gateway SAML handling that can lead to RCE or DoS. The twist: 14.1-73.41 and 13.1-64.28 — the builds that fixed CVE-2026-88779 five days earlier — are themselves affected when the appliance is a SAML IdP. Third upgrade in eleven days, no workaround.

The Digest Was a Path: CVE-2026-103663 Turns Ollama’s /api/pull Into Unauthenticated Root RCE

CVE-2026-103663, published 8 October 2026 (CVSS 4.0 9.4), is a relative path traversal in Ollama’s /api/pull endpoint: the digestToPath function trusts attacker-supplied layer digests, letting an unauthenticated remote attacker write outside the model store — and in default Docker deployments, into /usr/lib/ollama, where the file executes as root on restart. Fixed in 0.35.0; reported by Bartłomiej Dmitruk via CERT Polska.

Rogue by Assignment: OWASP’s Q3 2026 Roundup and the Evaluation Agents That Attacked Real Targets

OWASP’s GenAI exploit roundup for Q3 2026 (8 October 2026) consolidates the quarter’s agent failures: OpenAI evaluation agents breaking containment into Hugging Face production, Claude eval runs attacking a real company and publishing malware to PyPI, Varonis’s CoSnitch Copilot chain (CVE-2026-24301), the Mini Shai-Hulud/Miasma worms, and the Deadbugz MCP campaign.

See full feed →