โ˜… NO REAL MONEY โ˜… Will a leaked system prompt lead to a public apology from a major AI l โ€” NO 70.0% โ—† INTEL: Aakash Gupta on Karpathy's 'bacterial code', DeepWiki MCP and the end of the lib โ—† INTEL: AI Risk Database โ—† INTEL: Poisoned at Scale: A Scalable Audit Uncovers Hidden Scam Endpoints in Production โ—† Will a CVSS 9.0+ RCE be disclosed in a major AI coding agent before 20 โ€” YES 80.5% โ—† Will a prompt injection attack be publicly blamed for a data breach at โ€” YES 62.0% โ—† INTEL: Infrastructure patterns for agentic applications โ—† Will AI-generated bug reports cause a major open-source project to shu โ€” YES 55.0% โ—† Will a jailbreak prompt sell as an NFT for more than 1 ETH before 2027 โ€” NO 95.0% โ—† Will a global Cloudflare, AWS, or Azure outage lasting over 3 hours be โ€” YES 55.0% โ—† Will itspricedin.lol itself get pwned within 90 days of launch? โ€” YES 99.1% โ—† Which AI lab discloses the next headline security incident? โ€” OpenAI 46.2% โ—† Will an AI browser agent be shown exfiltrating user data via prompt in โ€” YES 70.0% โ—† INTEL: The Bug Bounty Playbook - TTPs, methodology and tradecraft for bug bounty huntin โ—† Will an executive literally say 'it's priced in' about a breach on an โ€” NO 85.0% โ—† Will $POC ever be worth anything? โ€” NO 99.9% โ—† INTEL: Critical Claude Code vulnerability: Deny rules silently bypassed because securit โ—† Will a major password manager disclose a CVSS 9.0+ vulnerability befor โ€” NO 60.0% โ—† INTEL: pius - attack surface discovery and OSINT reconnaissance tool โ—† INTEL: Embrace the Red - MCP Security Risks โ—† โ˜… $POC HAS NO VALUE โ˜… โ—†
๐Ÿ•ต๏ธ Intel feed โ€” 5660 resources from the ai-security compendium
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Categories: Agent Frameworks ยท Agent Identity ยท Agent Security ยท Anti-Crawling ยท Architecture ยท Benchmarks ยท Code Analysis ยท Coding Tools ยท Detection and Monitoring ยท Engineering Patterns ยท Frameworks and Standards ยท General Reading ยท Governance and Policy ยท Guardrails and Firewalls ยท Honeypots and Deception ยท Incidents ยท Jailbreaking ยท MCP (Model Context Protocol) ยท Model Attacks ยท Papers ยท Privacy ยท Prompt Injection ยท Red Teaming ยท Safety and Alignment ยท Sandboxing and Isolation ยท Secrets Management ยท Secure Coding ยท Supply Chain ยท Threat Modeling

Showing 186 of 186. Source: github.com/AnthonyHerman/ai-security-corpus ยท browse it in Internet Explorer. This is the research; the markets are the bets.

Snapshot 2026-10-10 ยท last checked 2026-10-13 14:25 UTC ยท NEW = added in the last 14 days (nothing fresh this fortnight; the bugs are resting)

TitleCategorySection
Ghost Security CAST ReportCode AnalysisSAST and Code Analysis
DryRun - Beyond Pattern MatchingCode AnalysisSAST and Code Analysis
Semgrep - Finding Vulns with Claude and CodexCode AnalysisSAST and Code Analysis
How to Scan for Vulnerabilities with GitHub Security Lab's Open Source AI-Powered FrameworkCode AnalysisSAST and Code Analysis
5 Types of Reachability Analysis and Which is Right for YouCode AnalysisSAST and Code Analysis
A Comparative Study of Vulnerability Reporting by Software Composition Analysis ToolsCode AnalysisSAST and Code Analysis
A Deeper Look at Modern SAST Tools - CodeQL vs SemgrepCode AnalysisSAST and Code Analysis
AGHAST - AI Guided Hybrid Application Static TestingCode AnalysisSAST and Code Analysis
AI Deep SAST - LLM-powered deep static analysis combining Semgrep and frontier modelsCode AnalysisSAST and Code Analysis
Announcing OpenGrep - and the importance of a commoditized SASTCode AnalysisSAST and Code Analysis
Announcing the Trail of Bits Testing HandbookCode AnalysisSAST and Code Analysis
APKHunt - OWASP MASVS static analyzer for Android appsCode AnalysisSAST and Code Analysis
AppSec guides, not gates: Introducing secure guardrails with SemgrepCode AnalysisSAST and Code Analysis
AppThreat/atom - intermediate representation for supply-chain, vulnerability and reachability analysisCode AnalysisSAST and Code Analysis
AstGrep MCP - structural code search as an MCP tool for agent code reviewCode AnalysisSAST and Code Analysis
audit - 8-stage vulnerability-discovery agent built on the Claude Agent SDKCode AnalysisSAST and Code Analysis
Awesome LLMs for Vulnerability DetectionCode AnalysisSAST and Code Analysis
Bridgecrew Azure Pipelines security policiesCode AnalysisSAST and Code Analysis
Claude Security public beta - AI codebase vulnerability scanning with validated findings and patchesCode AnalysisSAST and Code Analysis
CodeCrucible: A blueprint for LLM-driven SASTCode AnalysisSAST and Code Analysis
CodeQL threat model settings for Java make code scanning more adaptable to your codebaseCode AnalysisSAST and Code Analysis
CodeQL updates from the first half of 2023Code AnalysisSAST and Code Analysis
CodeSheriff.NET - Roslyn-based security scanner for ASP.NET CoreCode AnalysisSAST and Code Analysis
Datadog acquires CodigaCode AnalysisSAST and Code Analysis
Did Semgrep Just Get A Lot More InterestingCode AnalysisSAST and Code Analysis
DryRun Security vs. Semgrep, SonarQube, CodeQL and Snyk - C# Security Analysis ShowdownCode AnalysisSAST and Code Analysis
Finding Vulnerabilities with MRVA CodeQLCode AnalysisSAST and Code Analysis
Fixing security vulnerabilities with AI - GitHub code scanning autofixCode AnalysisSAST and Code Analysis
Found means fixed: Secure code more than three times faster with Copilot AutofixCode AnalysisSAST and Code Analysis
GitHub code scanning: customize CodeQL default setup at scale with a config fileCode AnalysisSAST and Code Analysis
globstar - open-source static analysis toolkitCode AnalysisSAST and Code Analysis
How AI Code Scanning Breaks SAST's Limits - Corgea as an ExampleCode AnalysisSAST and Code Analysis
How Semgrep Multimodal Finds the IDORs Other Tools Miss - benchmark vs MythosCode AnalysisSAST and Code Analysis
How we are self-hosting code scanning at Reddit - r/RedditEngCode AnalysisSAST and Code Analysis
ICYMI: CodeQL enhancementsCode AnalysisSAST and Code Analysis
Important updates to Semgrep OSS - Semgrep Community Edition and LGPL licensingCode AnalysisSAST and Code Analysis
Introducing AGHAST: AI-Guided Hybrid Application Static TestingCode AnalysisSAST and Code Analysis
Introducing Antares: Highly Efficient Open Weight AI Models for Vulnerability LocalizationCode AnalysisSAST and Code Analysis
Introducing deepsec: The security harness for finding vulnerabilities in your codebaseCode AnalysisSAST and Code Analysis
Java projects no longer require a build when using code scanning via default setupCode AnalysisSAST and Code Analysis
Joern - the Bug Hunter's WorkbenchCode AnalysisSAST and Code Analysis
jswzl - JavaScript static analysis for penetration testers and bug huntersCode AnalysisSAST and Code Analysis
Kyle Kelly on Semgrep removing open-source metadata fields and the rise of OpengrepCode AnalysisSAST and Code Analysis
LAST - Latio Application Security Tester, AI code scanning CLICode AnalysisSAST and Code Analysis
Learning CodeQLCode AnalysisSAST and Code Analysis
LLM-Driven SAST-Genius: A Hybrid Static Analysis Framework for Comprehensive and Actionable SecurityCode AnalysisSAST and Code Analysis
llm-sast-scanner - SAST skill for AI coding agentsCode AnalysisSAST and Code Analysis
Martin Torp on the Semgrep and Opengrep fork situationCode AnalysisSAST and Code Analysis
MegaLinter - multi-language linter with security scanning for CICode AnalysisSAST and Code Analysis
Microsoft Azure Security expands variant hunting capacity at a cloud tempoCode AnalysisSAST and Code Analysis
Modern Static Analysis: how the best tools empower creativityCode AnalysisSAST and Code Analysis
Multi-repository variant analysis: a powerful new way to perform security research across GitHubCode AnalysisSAST and Code Analysis
nano-analyzer - minimal LLM-powered zero-day vulnerability scanner by AISLECode AnalysisSAST and Code Analysis
octoscan - static vulnerability scanner for GitHub Actions workflowsCode AnalysisSAST and Code Analysis
open-kritt - self-hosted AI vulnerability research platform orchestrating agentsCode AnalysisSAST and Code Analysis
openai/codex-security - Codex Security CLI and SDK for finding, validating and fixing vulnerabilitiesCode AnalysisSAST and Code Analysis
OpenCodeReview - Alibaba's hybrid deterministic plus LLM agent code review toolCode AnalysisSAST and Code Analysis
Opengrep - open source SAST engine, fork of SemgrepCode AnalysisSAST and Code Analysis
Opengrep - open-source code security engine, fork of Semgrep CECode AnalysisSAST and Code Analysis
opentaint - open source taint analysis engine built for AI agents, alternative to Semgrep Pro and CodeQLCode AnalysisSAST and Code Analysis
OpenVuln - AI-powered open source vulnerability analysisCode AnalysisSAST and Code Analysis
OWASP Noir - attack surface detector that finds endpoints via static analysisCode AnalysisSAST and Code Analysis
OWASP Noir - hybrid static and AI-driven endpoint and attack surface analyzerCode AnalysisSAST and Code Analysis
Peter Winter-Smith announces wSAST, a code analyser for application security consultantsCode AnalysisSAST and Code Analysis
railguard-skill - Netflix Skunkworks experiment in LLM-driven static security analysisCode AnalysisSAST and Code Analysis
RepoAudit - autonomous LLM agent for repository-level code auditingCode AnalysisSAST and Code Analysis
route-detect - find authentication and authorization bugs in web application routesCode AnalysisSAST and Code Analysis
Rule Writing for CodeQL and Semgrep - SpaceraccoonCode AnalysisSAST and Code Analysis
SAST Code Security Showdown, ChatGPT vs. Snyk Code - LatioCode AnalysisSAST and Code Analysis
SAST Code Security Showdown, ChatGPT vs. Snyk Code - video summaryCode AnalysisSAST and Code Analysis
sec-af - AI-native code security auditorCode AnalysisSAST and Code Analysis
Securing CodeQL queries with SemgrepCode AnalysisSAST and Code Analysis
Semgrep for Terraform SecurityCode AnalysisSAST and Code Analysis
Semgrep GuardianCode AnalysisSAST and Code Analysis
semgrep-rules - 0xdea's Semgrep rules for vulnerability researchCode AnalysisSAST and Code Analysis
semgrep-rules-android-security - Semgrep rules derived from OWASP MASTG for Android appsCode AnalysisSAST and Code Analysis
semgrep-server-rules - Semgrep rule serverCode AnalysisSAST and Code Analysis
Sighthound - open-source Rust static vulnerability scanner with taint analysis from CorgeaCode AnalysisSAST and Code Analysis
Sighthound - tree-sitter based static vulnerability scannerCode AnalysisSAST and Code Analysis
Static Security Vulnerability Scanning of Proprietary and Open-Source Software: An Adaptable ProcessCode AnalysisSAST and Code Analysis
Swival security-audits - reports from automated AI security audits of open source projectsCode AnalysisSAST and Code Analysis
tfrev - AI-powered Terraform plan reviewer catching security risks before applyCode AnalysisSAST and Code Analysis
TheAuditor - queryable code intelligence and polyglot SAST platform for AI agentsCode AnalysisSAST and Code Analysis
Trailmark - Build and query a graph database of source code for security analysisCode AnalysisSAST and Code Analysis
Trailmark turns code into graphsCode AnalysisSAST and Code Analysis
Varun Badhwar on the launch of Opengrep, an open-source SAST fork of SemgrepCode AnalysisSAST and Code Analysis
Velonus - AI-native security copilot that scans Python for secrets, vulns and dependency CVEsCode AnalysisSAST and Code Analysis
Visa Vulnerability Agentic Harness - agentic SAST pipelineCode AnalysisSAST and Code Analysis
vscode-security-notes - VSCode extension for security code review notes and SAST findingsCode AnalysisSAST and Code Analysis
VulnHunter - Capital One's agentic AI attacker-first source code security toolCode AnalysisSAST and Code Analysis
VulnHunter - Capital One's open-source agentic AI code security toolCode AnalysisSAST and Code Analysis
vulnhuntr - zero shot vulnerability discovery using LLMs and static code analysisCode AnalysisSAST and Code Analysis
We Audited the Same Codebase with Claude Opus 4.8 and MiniMax M3Code AnalysisSAST and Code Analysis
We Put GPT-4 in Semgrep to Point Out False Positives and Fix CodeCode AnalysisSAST and Code Analysis
Whitepaper: BLAST, the AI-powered SAST scanner - CorgeaCode AnalysisSAST and Code Analysis
wSAST - static analysis security testing framework for code reviewCode AnalysisSAST and Code Analysis
Xpsd - LLM-driven reachability triage for vulnerability scan findingsCode AnalysisSAST and Code Analysis
AISLECode AnalysisPlatforms
DepthFirstCode AnalysisPlatforms
ZeroPathCode AnalysisPlatforms
Announcing general availability of GitHub Advanced Security for Azure DevOpsCode AnalysisPlatforms
Application security orchestration with GitHub Advanced SecurityCode AnalysisPlatforms
CodeRabbit - AI code review platformCode AnalysisPlatforms
Corgea - AI application security platform that finds, triages and fixes vulnerabilitiesCode AnalysisPlatforms
Cycode - GitHub Advanced Security alternative for software supply chain securityCode AnalysisPlatforms
Cycode Acquires Bearer to Deliver AI-Powered SAST and API DiscoveryCode AnalysisPlatforms
DryRun Security Q1 2026: Everything We Shipped and Why It MattersCode AnalysisPlatforms
GitHub code scanning adds a mitigated alert dismissal reasonCode AnalysisPlatforms
Introducing the Mend AppSec PlatformCode AnalysisPlatforms
Launch HN: Corgea - Auto fix vulnerable codeCode AnalysisPlatforms
Legit Security Launches VibeGuard 2.0 - securing AI-generated codeCode AnalysisPlatforms
Pi - agentic product security platformCode AnalysisPlatforms
Pixee - Agentic AppSec platform to triage and fix vulnerabilitiesCode AnalysisPlatforms
SecHub - central API to orchestrate security scanning tools, archivedCode AnalysisPlatforms
Semgrep Managed ScansCode AnalysisPlatforms
Snyk Studio - Secure at Inception code scanning for AI coding assistants via the Snyk MCP ServerCode AnalysisPlatforms
The Firewall - open source shift-left AppSec platform for secrets scanning and SCACode AnalysisPlatforms
winfunc - AI security agents that find, triage, and patch codebase vulnerabilitiesCode AnalysisPlatforms
ZeroPath - AI code security platform changelogCode AnalysisPlatforms
New in Corgea: Container Scanning + IaC Scanning - CorgeaCode AnalysisSecurity Tools and Analysis
How to Kill the Code ReviewCode AnalysisSecurity Tools and Analysis
New Feature: Corgea Agent - CorgeaCode AnalysisSecurity Tools and Analysis
New Product: Code Quality - CorgeaCode AnalysisSecurity Tools and Analysis
Enable external threat detection and protection for Copilot StudioCode AnalysisSecurity Tools and Analysis
About GitHub Copilot coding agent - GitHub Enterprise Cloud DocsCode AnalysisSecurity Tools and Analysis
Apiiro AI-SAST: Static Scanning Reimagined โ€“ From Code to RuntimeCode AnalysisSecurity Tools and Analysis
Vulnhalla: Picking the true vulnerabilities from the CodeQL haystackCode AnalysisSecurity Tools and Analysis
IDEsaster: A Novel Vulnerability Class in AI IDEsCode AnalysisSecurity Tools and Analysis
WildCode: An Empirical Analysis of Code Generated by ChatGPTCode AnalysisSecurity Tools and Analysis
New public preview features in Copilot code review: AI reviews thatCode AnalysisSecurity Tools and Analysis
Introducing Corgea Dependency Scanning - CorgeaCode AnalysisSecurity Tools and Analysis
we now do [#curlCode AnalysisSecurity Tools and Analysis
AI and Secure Code Learning: An Empirical Analysis of 420 AI-GeneraCode AnalysisSecurity Tools and Analysis
Constructing a Trustworthy Evaluation Methodology for Contextual SeCode AnalysisSecurity Tools and Analysis
AI Native LLM Security: A comprehensive guide to leveraging OWASP TCode AnalysisSecurity Tools and Analysis
SAST Accuracy ReportCode AnalysisSecurity Tools and Analysis
SAIL Framework: A Practical Guide for AI SecurityCode AnalysisSecurity Tools and Analysis
Copy of OWASP LLM_GenAI Security Solutions Reference Guide Q2'25 3/Code AnalysisSecurity Tools and Analysis
Free AI code reviews for VS Code - Code ReviewsCode AnalysisSecurity Tools and Analysis
One Year of Using LLMs for Application Security: What We LearnedCode AnalysisSecurity Tools and Analysis
Automate code reviews, patching aCode AnalysisSecurity Tools and Analysis
10x your AppSec program with Semgrep AssistantCode AnalysisSecurity Tools and Analysis
Security Code Review With ChatGPTCode AnalysisSecurity Tools and Analysis
Securing our codebase with autonomous agentsCode AnalysisSecurity Tools and Analysis
State of AI code qualityCode AnalysisSecurity Tools and Analysis
Notes: AI Copilot Code Quality ยท Technical RamblingsCode AnalysisSecurity Tools and Analysis
42Crunch API Security Testing plugin for Claude CodeCode AnalysisSecurity Tools and Analysis
AISLE Discovers 38 CVEs in Healthcare Software Used by 100,000 Medical ProvidersCode AnalysisSecurity Tools and Analysis
Attacking browser extensions - GitHub Security LabCode AnalysisSecurity Tools and Analysis
CLM-Forge - PowerShell WDAC script enforcement and Constrained Language Mode readiness toolkitCode AnalysisSecurity Tools and Analysis
Daniel Stenberg on Joshua Rogers' AI-assisted bug findings in curl - 22 fixes landed alreadyCode AnalysisSecurity Tools and Analysis
defending-code-reference-harness - Anthropic autonomous vulnerability discovery and patching harnessCode AnalysisSecurity Tools and Analysis
diffalayze - LLM-assisted automated binary patch diffing and security analysisCode AnalysisSecurity Tools and Analysis
Dohyun Lee on an LLM finding a Linux library vuln, writing a PoC and variant Firefox CVEsCode AnalysisSecurity Tools and Analysis
FlowMate - BurpSuite extension for web application taint analysisCode AnalysisSecurity Tools and Analysis
From finding to fixing: GitHub Advanced Security integrates Endor Labs SCACode AnalysisSecurity Tools and Analysis
Gadi Evron on an LLM-based, language-agnostic vulnerability variant hunter presented at BlueHat ILCode AnalysisSecurity Tools and Analysis
GhidrAssist - LLM-powered reverse engineering assistant for GhidraCode AnalysisSecurity Tools and Analysis
GitHub security campaigns and assignable alerts for code scanning and secret scanningCode AnalysisSecurity Tools and Analysis
grep.app - code search across a million GitHub repositoriesCode AnalysisSecurity Tools and Analysis
hermes-dec - decompiler and disassembler for React Native Hermes bytecodeCode AnalysisSecurity Tools and Analysis
How Aikido finds more vulnerabilities than Claude Security with Mythos at half the costCode AnalysisSecurity Tools and Analysis
Introducing AI-powered application security testing with GitHub Advanced SecurityCode AnalysisSecurity Tools and Analysis
Is runtime SCA reachability a gimmick? A look at Oligo Security - LatioCode AnalysisSecurity Tools and Analysis
LVRP - local LLM-driven vulnerability research pipelineCode AnalysisSecurity Tools and Analysis
MAD Bugs: All Your Reverse Engineering Tools Are Belong to US - AI-found RCEs in Ghidra, radare2, IDA, Binary NinjaCode AnalysisSecurity Tools and Analysis
Master fuzzing with our new Testing Handbook chapter - Trail of BitsCode AnalysisSecurity Tools and Analysis
Mav Levin on AI security agents finding and patching RCE CVE-2025-59304 in SwetrixCode AnalysisSecurity Tools and Analysis
Mobb - AI-powered vulnerability remediationCode AnalysisSecurity Tools and Analysis
Monocle - LLM-backed natural language search over compiled binariesCode AnalysisSecurity Tools and Analysis
Ocular - Kubernetes-native security scanning orchestration for software assetsCode AnalysisSecurity Tools and Analysis
oss-fuzz-gen - LLM-powered fuzzing via OSS-FuzzCode AnalysisSecurity Tools and Analysis
OVRSE - Open Vulnerability Remediation Specification engine for AI-driven vulnerability fixingCode AnalysisSecurity Tools and Analysis
OWASP Noir - hunt every endpoint in your code, expose shadow APIs, map the attack surfaceCode AnalysisSecurity Tools and Analysis
PatchDiff-AI - LLM CVE binary-diff root-cause analysisCode AnalysisSecurity Tools and Analysis
Rate My OpenAPI - find API quality and security issues via OpenAPI specCode AnalysisSecurity Tools and Analysis
Review every MR for $0.25 - GitLab Duo Code ReviewCode AnalysisSecurity Tools and Analysis
Schemathesis - property-based API testing and fuzzing for OpenAPI and GraphQLCode AnalysisSecurity Tools and Analysis
Securing your Codebase - learning DevSecOps and a security-first approach for Feluda, part 1Code AnalysisSecurity Tools and Analysis
Slice: SAST + LLM Interprocedural Context ExtractorCode AnalysisSecurity Tools and Analysis
Specula - agentic bug finding in system code using TLA+Code AnalysisSecurity Tools and Analysis
The Cheapest Token Is The One You Never SpendCode AnalysisSecurity Tools and Analysis
The Diminishing Returns of DAST - Boring AppSec Edition 18Code AnalysisSecurity Tools and Analysis
trace37 on tuning Claude Code skills to autonomously hunt bugs with taint tracingCode AnalysisSecurity Tools and Analysis
Trail of Bits open-sources Trailmark to give Claude call graphs of source code for security analysisCode AnalysisSecurity Tools and Analysis
watchtower - Dependabot vulnerability SLA dashboard and merge gateCode AnalysisSecurity Tools and Analysis
Past performance is not indicative of future CVEs.
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๐Ÿ’ฐ get $POC --:--