LiteLLM PyPI Package and Docker Images Compromised to Steal Cloud and AI CredentialsLiteLLM 1.107.0 on PyPI and GHCR images shipped Python startup hooks (cook.pth, sitecustomize.py) that steal cloud, SSH, browser and AI-tool credentials, including LiteLLM proxy database credentials. Image build provenance recorded a lookalike Berri-AI/litellm source repository. The post decodes the payload, encrypted exfiltration and GitHub-driven remote loader, and lists containment steps, MITRE ATT&CK mappings and IOCs.
socket.devwriteupPublished and added 21 Oct 2026π‘οΈ Security- #StopRansomware: SafePay Ransomware (AA26-293A)
CISA advisory AA26-293A (20 October 2026) details SafePay ransomware, active since August 2024 with at least 600 victims across critical infrastructure. It covers initial access via Mullvad VPN IPs, phished profiles and edge-device CVEs, LOTL lateral movement with PsExec, WinRM and RDP, exfiltration with RClone and WinSCP, and ChaCha20/RSA encryption. It lists IOCs, MITRE ATT&CK mappings, incident response steps and mitigations.
cisa.govadvisoryAdded 21 Oct 2026π‘οΈ Security
MITRE ATT&CK v20 Catalogs AI Abuse, MFA Bypass, Water Utility AttacksMITRE ATT&CK v20 adds nine Enterprise techniques and sub-techniques, including two prompt injection techniques, abuse of an organization's own AI agents for data theft, application-specific password theft and CAPTCHA bypass. ICS gains campaigns on internet-exposed PLCs at over 30 Minnesota water utilities and an AI-assisted breach of Mexican government bodies. It also adds Nimbus Manticore, The Gentlemen, 15 detection strategies with 38 analytics, and NGate for Mobile.
securityweek.comarticlePublished and added 19 Oct 2026π‘οΈ Security- dbugs (@ptdbugs) on X
Decepticon is an open-source framework that automates red team operations with 16 specialized AI agents coordinated by an orchestrator, covering recon, vulnerability research and exploitation against an operator-authorized target in an isolated environment. It offers optional attack planning mapped to MITRE ATT&CK, persistent interactive sessions for Metasploit, Sliver and Evil-WinRM, and findings stored in project files and a knowledge graph. It runs via CLI or web dashboard, integrates with Claude Code and Codex through an MCP server, and is self-hosted with Docker Compose.
x.comtoolAdded 18 Oct 2026, published 15 Oct 2026π‘οΈ Security
Artificial Intelligence (AI) in Cybersecurity, Part 28: Using ADStrike to Compromise Active DirectoryADStrike is an Active Directory attack framework with 52 attack modules and configurable OPSEC levels. An optional AI orchestrator, run here on a local Ollama model such as Qwen 2.5-coder 7b, picks the next tool from each step's output. The walkthrough runs it from Kali against a lab domain with an unprivileged account. It covers LAPS checks, kerberoasting, Timeroasting, Pre2k, SharpHound/BloodHound analysis and HTML reports with MITRE ATT&CK coverage.
hackers-arise.comwriteupPublished and added 12 Oct 2026π‘οΈ Security- CISA AA26-281A: Chinese Government-linked Actors Combine Automated and Hands-on Hacking Tools to Steal Data
Joint FBI/CISA/NSA and allied-agency advisory on China-linked actors enabled by Integrity Technology Group (overlapping with Flax Typhoon, Ethereal Panda, Red Juliett). It details their TTPs: open-source scanners and the MicroScan exploit-script app, an XSS credential-harvesting payload dropping live700_v1.exe, EBurst password spraying against Exchange/O365, SoftEther VPN persistence, DCSync via DC.exe, and email theft via the Curlc4.txt PHP bot and the office-cli utility. It also provides IOCs, MITRE ATT&CK mappings, CVEs, incident response steps, and mitigations.
cisa.govadvisoryAdded 9 Oct 2026π‘οΈ Security
Pretty Themes, Hidden Loaders: GlassWorm-Linked Extensions Span VS Code Marketplace and Open VSXSocket's Threat Research team uncovered a theme-extension cluster spanning four VS Code Marketplace and six Open VSX listings, including two confirmed malicious extensions: Aurora Nocturne Night Theme (a Windows downloader that fetches and silently executes temp_batch.cmd via cmd.exe from fingercakes4sale[.]store, tied to XWorm C2 infrastructure) and Cosmic Nebula Themes, whose app.js decrypts an AES-256-CBC embedded stage and uses a Solana transaction memo as a dead-drop to resolve follow-on payload infrastructure β the same AES key, Solana address, and execution model previously documented in GlassWorm activity. Git commit identities, near-identical theme source, shared Russian-language developer comments, and brandjacking (Coca-Cola, Aurora Borealis name-squatting) link the cluster together; a Dec 14, 2025 DEV Community article is assessed as promotional infrastructure driving Open VSX installs. The post provides full IOCs (hashes, domains, Solana address, AES key/IV, GitHub accounts) and MITRE ATT&CK mappings for defenders to hunt and inventory extensions across both registries.
socket.devwriteupPublished and added 2 Oct 2026π‘οΈ Security
The Fine Art of Frustrating the AdversaryA Cisco Talos Cybersecurity Awareness Month piece in which eight researchers each give a concrete recommendation for frustrating adversaries at different attack-chain stages: honeypot accounts and tarpits for early deception, behavior-based detection engineering (citing MITRE ATT&CK, Summiting the Pyramid, Macro ATT&CK, LUCID) that targets what an adversary must accomplish rather than specific tools, allowlisting legitimate RMM software (flagging AnyDesk, ScreenConnect, Atera as commonly abused by ransomware like Warlock using Zoho Unattended Agent) over unapproved ones, identity/short-lived-credential controls for AI agent sessions referencing an Anthropic report on Claude misuse incidents, and breaking single-point-of-failure dependencies such as a Telegra.ph-hosted C2 dead-drop resolver used by the Amatera stealer and an EtherHiding-based BNB Smart Chain C2 used by ZigCryptoStealer. Each section gives practical, actionable mitigations defenders can apply today.
blog.talosintelligence.comarticleAdded 7 Oct 2026, published 1 Oct 2026π‘οΈ Security
Tracking CVE-2026-73570: unauthenticated command injection on internet-facing mail serversMicrosoft Threat Intelligence tracked in-the-wild exploitation of CVE-2026-73570, an unauthenticated OS command-injection vulnerability in Zimbra Collaboration Suite's SNMP notification path (swatchdog-to-snmptrap), triggerable via a crafted SMTP request when the optional zimbra-snmp package is enabled. The post documents pre-disclosure scanning, JSP webshell deployment, a novel pam_exec/zmmailboxdmgr privilege-escalation chain to root, systemd-based persistence (zimlog.service), theft of zimbraPreAuthKey/zimbraAuthTokenKey via zmlocalconfig and LDAP, lateral movement over Zimbra's SSH identity, a multi-stage Go-based remote-access agent (zimclient2 via zimdown2/agent2.sh), a dedicated mailbox-exfiltration implant, and an AzCopy-based exfiltration attempt, closing with Defender XDR KQL hunting queries and MITRE ATT&CK mapping.
microsoft.comwriteupAdded 1 Oct 2026, published 30 Sep 2026π‘οΈ Security
Storm-3168: Agentic-driven cloud attacks using compromised service principalsMicrosoft Security Research documents an Azure-focused campaign by Storm-3168 (aka JADEPUFFER, discovered by Sysdig as the first documented agentic ransomware operation), using two compromised service principals to enumerate an Azure tenant and then execute a seven-minute destructive sequence deleting 100+ Storage Accounts, a Key Vault, a Function App, and attempting (unsuccessfully, due to API version mismatch) to delete Azure SQL databases. Initial access traces to a client ID/secret/tenant ID leaked in a GitHub issue's public edit history even after the secret was redacted; the attacker also harvested storage account keys and targeted Site Recovery/Backup protection locks to impair recovery, consistent with ransomware/extortion tradecraft. The post includes a MITRE ATT&CK mapping (T1190, T1078.004, T1526, T1485, T1490) and mitigation guidance around workload identity hygiene, least privilege, and backup protection.
microsoft.comwriteupAdded 7 Oct 2026, published 25 Sep 2026π‘οΈ Security- Compromised npm Packages in the AsyncAPI Namespace Deliver Miasma Botnet Loader
Socket's Threat Research Team details a supply-chain compromise of four @asyncapi npm packages (generator-helpers, generator-components, generator, specs) published via a poisoned source commit through GitHub Actions trusted publishing. The packages contain an obfuscated load-time (not install-hook) implant that spawns a detached Node.js process to fetch an IPFS-hosted, AES-256-GCM-encrypted loader delivering the "Miasma" botnet/tasking framework, which supports REST C2, multi-channel comms (Nostr, IPFS, Ethereum RPC, BitTorrent DHT), shell execution, file exfiltration, and systemd persistence. Includes full technical analysis, IOCs, hashes, and MITRE ATT&CK mapping.
socket.devwriteupAdded 21 Sep 2026π‘οΈ Security
Socket: Two Joyfill npm Beta Releases Compromised to Deliver DEV#POPPER Remote Access TrojanSocket's research team found two beta releases of the @joyfill npm packages (@joyfill/layouts and @joyfill/components) contained an import-time JavaScript implant that resolves encrypted payloads through Tron, Aptos, and BNB Smart Chain transactions, ultimately dropping a 77KB Node.js remote-access trojan matching the DEV#POPPER family and sharing loader fingerprints with the PolinRider blockchain-loader campaign. The RAT establishes a Socket.IO C2 channel, executes arbitrary JS/shell commands, exfiltrates files and clipboard data, and persists by patching files inside VS Code, Cursor, Antigravity, Discord Desktop, GitHub Desktop, and the global npm CLI; a parallel detached-process branch fetches an additional bootstrap that can deploy a Python credential/browser-data stealer assessed as an OmniStealer variant. Because the implant fires on module load (not via npm lifecycle scripts), `--ignore-scripts` provides no protection, and the writeup includes full IOCs, blockchain addresses, C2 infrastructure, and MITRE ATT&CK mappings.
socket.devwriteupAdded 22 Sep 2026, published 20 Sep 2026π‘οΈ Security
DPRK and Iran are Leading a 5.2x Surge YoY in Blockchain-Assisted CyberattacksChainalysis research on blockchain dead drops (BDD), the practice of storing malware C2 payloads and configuration pointers on public blockchains (EtherHiding and its variants) so infrastructure survives takedowns. It details three attributed case studies: DPRK linked UNC5342 using a TRON and Aptos to BSC cross-chain relay to deliver crypto-stealing malware via fake job interviews, Iran-nexus actors embedding C2 in Bitcoin OP_RETURN transactions tied to a Satoshi-era address, and a Russian-language Malware-as-a-Service operation running resolver contracts on Polygon across dozens of downstream customers. It reports a 420 to 440 percent YoY surge in BDD activity, attributes it partly to unrestricted open-weight Chinese LLMs lowering the barrier to entry, and maps the technique to MITRE ATT&CK T1102.002.
chainalysis.comarticleAdded 30 Sep 2026, published 17 Sep 2026π‘οΈ Security
Threat Actors Abuse IronPython to Deliver CastleLoader/CastleRATA threat-hunting blog post (#415 in a recurring series) analyzes how attackers abused IronPython to deliver CastleLoader and subsequently CastleRAT, based on Zscaler's SloppyRAT report. It documents the attack chain β a renamed curl.exe downloading IronPython from GitHub, then IronPython executing a base64-decoded, zlib-compressed Python payload β and provides concrete hunting queries (process creation events filtering on curl.exe with "ironpython" in the command line, and IronPython processes invoking base64.b64decode) to detect this technique, mapped to MITRE ATT&CK T1059.006.
knowyouradversary.ruwriteupAdded 26 Sep 2026, published 17 Sep 2026π‘οΈ Security- ThreatIntel-Aggregator
ThreatIntel-Aggregator is a self-hosted FastAPI/Next.js platform that polls 60+ tiered security RSS feeds (CISA, Talos, Unit42, etc.), runs AI triage to score severity and tag MITRE ATT&CK TTPs, extracts IOCs/CVEs, and correlates findings against a RunZero asset inventory to surface org-level exposure. Its Detections module goes further: it catalogs AI-generated or locally-imported detection rules (KQL/Sigma/YARA/Suricata/SPL), statically validates them, runs AI-driven MITRE alignment checks against technique coverage, tracks detection "rot," and can sync Hunts/Analytics Rules to a live Microsoft Sentinel workspace. It's designed to run standalone with zero cloud dependency or fully integrated with Azure/Entra/Sentinel, with all storage in Postgres and auth via Entra SSO or a local API key.
github.comrepoAdded 22 Sep 2026, published 17 Sep 2026π‘οΈ Security - agent-egress-bench
Agent Egress Bench is an open, tool-neutral benchmark maintained by PipeLab (makers of Pipelock) that tests whether products mediating an AI agent's outbound traffic β proxies, egress firewalls, MCP wrappers, agent gateways β actually catch exfiltration attempts caused by prompt injection or misalignment, rather than testing the underlying model itself (that's left to AgentDojo, InjecAgent, CyberSecEval, AgentHarm, ASB). It ships a reproducible Go runner with a proxy/WebSocket/MCP/A2A adapter contract, an offline validator, DSSE-signed evidence bundles, and a CI-runnable GitHub Action, and separates containment from false-positive rate as two distinct scored axes with immutable case IDs and OWASP Agentic Top 10/MITRE ATT&CK mappings. Its governance explicitly permits third parties to publish results unfavorable to the maintainer's own Pipelock product.
github.comrepoAdded 12 Sep 2026π‘οΈ Security
Passkey-themed social engineering leads to identity and cloud compromiseMicrosoft Security Research details an active campaign (since May 2026) where attackers use voice-phishing and SMS lures impersonating IT helpdesk passkey/SSO enrollment requests to drive victims into AiTM or device-code phishing flows, compromising Microsoft 365 identities. Post-compromise, actors register attacker-controlled MFA methods (e.g., software OTP tokens) for persistence, conduct systematic Microsoft Graph reconnaissance across users, groups, roles, and SharePoint/OneDrive/Exchange, then exfiltrate data at a measured pace using automated Node.js/python-httpx tooling while evading detection through IP rotation and anonymous proxies. The post includes real audit-log JSON examples, multiple KQL hunting queries for GraphAPIAuditEvents/CloudAppEvents, full MITRE ATT&CK mapping, and attributes the initial-access tradecraft to Storm-3121 and Storm-3032, which feed into ShinyHunters/Falcon and Helix extortion operations.
microsoft.comwriteupAdded 3 Oct 2026, published 9 Sep 2026π‘οΈ Security- mukul975/cve-mcp-server
cve-mcp-server is a Model Context Protocol server that gives Claude direct access to 28 security tools spanning 24 APIs (NVD, EPSS, CISA KEV, OSV.dev, GitHub GHSA, MITRE ATT&CK, AbuseIPDB, GreyNoise, Shodan, VirusTotal, MalwareBazaar, ThreatFox, Ransomwhere, and more), fronted by a one-call triage_cve orchestrator. It computes a composite 0-100 risk score from CVSS, EPSS, KEV status, and PoC availability (with a hard CISA KEV override forcing CRITICAL/β₯76), supports dependency scanning via OSV, IP/domain reputation lookups with private-IP blocking, and ships an SSVC v2 gated decision mode plus audit logging and XML-bomb protections via defusedxml.
github.comrepoPublished and added 7 Sep 2026π‘οΈ Security - Numbat
Numbat is a Go-based, single-binary endpoint agent from Perplexity AI that gives visibility into AI coding-agent activity (Claude Code, Codex, OpenClaw, and other CLI/IDE/gateway agents) by capturing events through local hooks, OTLP/HTTP logs, and on-disk session artifacts. It normalizes activity into one event model, evaluates it with a local CEL rule engine (including multi-step sequence rules like secret-read-then-egress), and can optionally block matched actions via synchronous pre-action hooks (deny/monitor decisions), with case bundles and SHA-256 manifests for forensic reconstruction. Example built-in rules detect cloud-metadata SSRF requests (169.254.169.254) and credential-exfiltration chains, mapped to MITRE ATT&CK technique tags.
github.comrepoPublished and added 5 Sep 2026π‘οΈ Security - Prompt Injection Against Coding Agents: The Attack Surface Nobody Owns | Blog | Endor Labs
Endor Labs breaks down how indirect prompt injection compromises AI coding agents (Cursor, GitHub Copilot) via poisoned READMEs/rules files, malicious MCP servers, and web/issue content the agent reads with elevated trust and auto-approve permissions. Cites a study testing 314 payloads across 70 MITRE ATT&CK techniques showing up to 84% attack success, OWASP's MCP tool poisoning definition, Unit 42's real-world IDPI telemetry, and CVE-2025-52573 as a concrete command-injection-via-prompt-injection case in an MCP server.
endorlabs.comarticleAdded 3 Sep 2026, published 2 Sep 2026π‘οΈ Security
An AI-Assisted Cyber Attack: Inside a Unit 42 InvestigationUnit 42 details an incident response engagement in which a threat actor used frontier AI models and custom agentic AI frameworks to compress a multi-week intrusion into under 10 hours, executing over 50 MITRE ATT&CK techniques largely autonomously. The AI agents mapped internal microservices after breaching a public web service, harvested hard-coded secrets from code repositories, escalated to root via a secrets manager, hijacked CI/CD pipelines to exfiltrate cloud keys (attempting but failing to backdoor Terraform via branch protection), and ultimately hijacked the victim's own cloud AI endpoints as post-compromise infrastructure. The article maps techniques to MITRE ATT&CK and ATLAS, lists AI-usage indicators (structured Markdown handoffs between agent sessions, AI-generated scripts) and offers defensive recommendations like synchronized automated containment, treating AI endpoints/MCP gateways as governed infrastructure, and hunting for bursty API/auth behavioral loops.
unit42.paloaltonetworks.comwriteupAdded 8 Sep 2026, published 2 Sep 2026π‘οΈ Security
Socket: FUNNULL iOS Spyware Campaign via 13 Malicious Packagist ThemesSocket's Threat Research Team traced 13 malicious Composer/Packagist theme packages (across vsmov, vsphim, haiau009, chilltvcms, ophimcms vendors) used by Vietnamese movie/comic streaming sites, which inject JavaScript running an ad-fraud/gambling redirect on all mobile visitors and, on unpatched iPhones, chain WebKit exploits (CVE-2025-31277, CVE-2025-43529) through a GPU-process pivot into a kernel escape via the AppleM2ScalerCSCDriver IOKit client (related to CVE-2026-43655) to install spyware. The payload exfiltrates keychain data, SMS, photos, contacts, and β after an August 2026 redeployment β directly steals crypto wallet seeds/mnemonics from Bitget, Phantom, Trust Wallet, and others. The report attributes delivery infrastructure to FUNNULL (Triad Nexus, OFAC-sanctioned operator Liu Lizhi), ties the exploit kit to the "DarkSword" iOS exploit family, and provides full IOCs, hashes, and MITRE ATT&CK mapping.
socket.devwriteupPublished and added 1 Sep 2026π‘οΈ Security
Version Control DFIR: a Cheatsheet to GitHub, GitLab, Bitbucket, and Azure DevOpsWiz CIRT published a DFIR cheatsheet/poster covering the four most common version control platforms (GitHub, GitLab, Bitbucket Cloud/Data Center, Azure DevOps), detailing available log sources, default retention limits (e.g. GitHub's 7-day Git read/write event retention, GitLab not storing Git operations by default), a pre-incident configuration checklist (enabling source-IP metadata, extending retention, log streaming), and a MITRE ATT&CK-mapped matrix of platform-specific audit event names to hunt for during investigations. It illustrates the gaps with a real incident where a compromised token was used to mass-clone repositories containing plaintext secrets, and shows how the same action (e.g. mass repo cloning) surfaces under different event names per platform (git.clone in GitHub, repository_git_operation in GitLab, RepositoryCloneEvent in Bitbucket Data Center).
wiz.ioarticleAdded 3 Sep 2026, published 27 Aug 2026π‘οΈ Security- ThreatRadar
ThreatRadar is an open-source, Docker-based threat intelligence pipeline that ingests IOCs from feeds like NVD, OTX, AbuseIPDB, and EmergingThreats, enriches them with MITRE ATT&CK and CVSS data, and scores them via Cortex analyzers (VirusTotal, AbuseIPDB, Maltiverse, IPinfo, Urlscan, HybridAnalysis). Its core focus is feed poisoning detection: a scikit-learn IsolationForest model flags statistically anomalous IOCs, which are then semantically validated by an LLM (GPT-4o via OpenRouter) against eight contradiction classes (e.g., APT-sector mismatches) before enriched, validated intel is pushed to MISP with TLP tagging, and analyst-confirmed sightings feed back into retraining the anomaly model.
github.comrepoPublished and added 27 Aug 2026π‘οΈ Security - Cyberful
Cyberful is an AI red-team CLI that orchestrates 316 cybersecurity tools (203 CLI apps/commands including Nmap, Metasploit, Nuclei, plus ZAP and Ghidra) through a multi-agent system: hypothesis workers map attack surfaces and test exploit paths, while a deterministic control plane enforces engagement scope, preserves evidence, and only surfaces independently reproduced vulnerabilities. Built for authorized penetration testing, code audits, and bug bounty hunting; ships a hardened agent-controlled browser, Docker-based runtime, offline MITRE ATT&CK snapshot, and CVE dictionary.
github.comrepoPublished and added 25 Aug 2026π‘οΈ Security - Precogly
Precogly is an open-source, now-OWASP threat modeling platform (React/TypeScript frontend, Django REST Framework/PostgreSQL backend) offering a collaborative DFD editor with trust zones, TM-BOM import/export, and community library packs linked to MITRE ATT&CK, CAPEC, STRIDE, and LINDDUN. It's positioned as compliance-aware, tracing threats and countermeasures to DORA, the EU Cyber Resilience Act, ASVS, NIST CSF, and SOC 2, and exposes a full OpenAPI REST API meant as scaffolding for AI-driven threat modeling assistants.
github.comrepoAdded 3 Sep 2026, published 5 Aug 2026π‘οΈ Security - Bank of America Phishing Email Delivers ScreenConnect Malware
Huntress dissects a Bank of America-themed phishing email that lures victims into downloading AccountGuardSetup.vbs, which unpacks through several layers of base64-encoded PowerShell to silently install ScreenConnect RMM with Administrator privileges. The chain uses AES-128-CBC encrypted blobs to deliver a C# UAC-bypass exploit via the ICMLuaUtil COM interface (MITRE ATT&CK T1548.002), then hides the resulting ScreenConnect service (renamed "Windows Security") from users and admins using SDDL/ACL manipulation so it can't be seen, logged, or removed.
huntress.comwriteupAdded 3 Sep 2026, published 4 Aug 2026π‘οΈ Security
CRPX0βββSCAMMER TURNED RANSOMWARE OPERATORIn-depth OSINT/threat-intel investigation into CRPX0, a ransomware group that emerged in July 2026 with 47 listed victims (mostly healthcare, mainly US/Turkey targets), tracing its origins to a prior "Flash Token" crypto/USDT money-laundering scam service run by the same operators. The piece covers domain registration analysis (REGRU-SU abuse, reused 2021 domain), dark web/clear web leak sites, RaaS/HaaS/affiliate program offerings, ClickFix-based payload delivery targeting Windows via EXE/DLL, YouTube affiliate-panel promotion analysis (voice/locale clues suggesting China), TOX/Session ID and Bitcoin address correlation, and real IP address deanonymization, concluding with IOCs and MITRE ATT&CK mapping.
theravenfile.comwriteupAdded 3 Sep 2026, published 3 Aug 2026π‘οΈ Security
Rapid7Rapid7's release notes for Metasploit Framework 6.5 detail 422 new modules and major new capabilities: Malleable C2 profile support across all Meterpreter payloads, a new Metasploit MCP Server (msfmcpd) exposing 16 tools to let LLM agents like Claude or Cursor drive reconnaissance and (optionally) exploitation via the Model Context Protocol, HTTP-to-SMB/LDAP NTLM relaying with a new NTLMRelay2Self local-privesc technique, fileless/pipe/multi-arch Fetch payload improvements, randomized block API hashes to evade static signatures, and MITRE ATT&CK tagging for module search. This is a landmark release blending traditional exploitation tradecraft with agentic AI integration for automated pentest workflows.
rapid7.comarticleAdded 7 Aug 2026, published 30 Jul 2026π‘οΈ Security
How Anthropic Secures its AI-Native SDLCAnthropic Deputy CISO Jason Clinton describes how the company's Security Engineering team secures a software development lifecycle where Claude now authors roughly 80% of merged code and over half of PRs are merged by an internal agentic tool. The piece walks through concrete controls at each SDLC stage: an AI-powered project security review tool mapped to MITRE ATT&CK, CLAUDE.md-embedded secure coding rules and the /security-review command, egress-allowlisted remote coding VMs to contain prompt-injection blast radius, multiple narrowly-scoped review agents per PR with proof-of-finding requirements (substantive review comments rose from 16% to 54% of PRs), continuous AI-driven DAST in staging, and single-purpose least-privilege incident-response agents β including an anecdote where an IR agent tried to independently ask another Claude instance to push a fix, caught only by a human review gate.
claude.comarticleAdded 3 Sep 2026, published 26 Jul 2026π‘οΈ Security
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