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Long-form writing from BugBunny on offensive research, disclosure quality, AI-native security work, and the operating standards behind our public results.

Track Record

66

CVEs disclosed in the BugBunny hall of fame.

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SASTStatic AnalysisCode Security

June 11, 20266 min read

What Is Static Code Analysis? A Security-Focused Explanation

What static code analysis does, where it helps, where it fails, and how to use it for high-signal application security.

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Risk AssessmentSecurity ProgramRemediation

June 10, 20266 min read

Security Risk Assessment: How to Turn Unknowns Into Owned Work

A practical security risk assessment workflow for assets, threats, vulnerabilities, controls, impact, likelihood, and remediation.

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AutomationAI SecuritySecurity Operations

June 9, 20266 min read

Autonomous vs Automated Security: What the Difference Means in Practice

A practical comparison of autonomous vs automated security workflows, including review gates, context, control, and accountability.

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NIST SP 800-53ControlsCompliance

June 8, 20266 min read

NIST SP 800-53 Controls: Turning a Large Catalog Into Operational Security

How to work with NIST SP 800-53 controls without losing the connection to systems, owners, evidence, and technical validation.

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ComplianceAuditGRC

June 7, 20266 min read

Audit and Compliance Software: What It Should Prove, Not Just Store

How audit and compliance software should manage controls, evidence, exceptions, policies, owners, and security validation.

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Web SecurityAppSecSecure Development

June 6, 20266 min read

Web Application Security: The Controls That Still Matter Most

A practical web application security guide for authentication, authorization, input handling, session safety, headers, logging, and testing.

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Attack SurfaceExposureASM

June 5, 20266 min read

Continuous Attack Surface Management: What to Watch After the Inventory

How continuous attack surface management helps teams find exposed assets, stale services, shadow APIs, and risky changes.

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Vulnerability ManagementRemediationRisk

June 4, 20266 min read

Vulnerability Management Platforms: How to Choose for Signal, Ownership, and Fix Velocity

How vulnerability management platforms should prioritize findings, assign owners, track remediation, and reduce real exposure.

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DASTPenetration TestingAppSec

June 3, 20266 min read

DAST vs Penetration Testing: What Each Finds and When to Use Both

A clear comparison of DAST and penetration testing for application security programs that need coverage and exploit validation.

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NISTComplianceControls

June 2, 20266 min read

NIST Control Families: A Practical Reference for Security Teams

A practical reference to NIST control families and how to turn framework language into testable security controls.

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API SecurityTestingAuthorization

June 1, 20266 min read

Security Testing for API: A Practical Workflow for Modern Teams

How to run security testing for API endpoints across authentication, authorization, rate limits, input validation, and business logic.

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IDORAuthorizationAPI Security

May 31, 20266 min read

Insecure Direct Object Reference: The Authorization Bug Hiding in Plain Sight

What insecure direct object reference means, how IDOR bugs happen, and how to test object-level authorization before release.

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Secure Code ReviewAppSecEngineering

May 30, 20266 min read

Secure Code Review: How to Find Boundary Failures Before Release

A practical guide to secure code review focused on authentication, authorization, injection, data flow, secrets, and business logic.

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DevSecOpsCI/CDSecure Delivery

May 29, 20266 min read

DevSecOps Best Practices for Teams That Ship Every Week

A practical DevSecOps best-practices guide covering pull requests, CI/CD, secrets, dependencies, cloud configuration, and feedback loops.

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SCADependenciesSupply Chain

May 28, 20266 min read

Software Composition Analysis: Beyond Dependency CVE Lists

How software composition analysis helps teams manage open-source dependency, license, supply-chain, and reachability risk.

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Database SecurityData ProtectionAccess Control

May 27, 20266 min read

Database Security Best Practices That Survive Real Incidents

A concise database security checklist for access control, encryption, backups, query exposure, secrets, logging, and incident readiness.

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Code ReviewDeveloper WorkflowAutomation

May 26, 20266 min read

Automating Code Review Without Training Developers to Ignore It

A step-by-step guide to automating code review with high-signal checks, security context, and sane pull-request workflow design.

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ContainersVulnerability ManagementDevSecOps

May 25, 20266 min read

Container Vulnerability Scanning: Finding the Issues That Actually Ship

How to use container vulnerability scanning to reduce exploitable image, package, secret, and runtime risk without drowning in CVEs.

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Code ReviewAppSecAutomation

May 24, 20266 min read

Automated Code Review: What to Trust, What to Verify, and What to Keep Human

A practical security guide to automated code review for engineering teams that need faster feedback without shallow findings.

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Incident ResponseAutomationSOAR

May 23, 20266 min read

Incident Response Automation: Where Speed Helps and Where Humans Still Matter

How to use incident response automation for containment, enrichment, evidence preservation, and repeatable security operations.

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DetectionSOCTelemetry

May 22, 20266 min read

Intrusion Detection Systems: What They Catch and Where They Fail

A practical guide to intrusion detection systems, including telemetry quality, detection coverage, false positives, and response handoff.

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SOC 2ComplianceEvidence

May 21, 20266 min read

SOC 2 Compliance Software: A Practical Guide for 2026

How to evaluate SOC 2 compliance software by evidence quality, control ownership, audit readiness, and continuous security validation.

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PostmortemVS CodeSupply Chain

May 20, 20268 min read

GitHub's VS Code Extension Breach Was a Developer-Device Failure

A technical postmortem on the May 2026 GitHub internal repository breach, poisoned IDE extensions, workspace trust, and how BugBunny helps prevent developer-tooling incidents before they become repository breaches.

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BugBunnyHackerOneNo. 1 Business

March 20266 min read

Precision Over Volume: Why BugBunny's Signal Stands Out

BugBunny's public record is defined by precision: 66+ CVEs, No. 1 HackerOne Business ranking, and disciplined disclosure that emphasizes relevance over noise.

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Featured Research5 RCEGoogle VRP

January 202612 min read

How We Found 5 Ways to Hack Any Developer Using Google Gemini CLI

Clone a repo. Type gemini. In 3 seconds, an attacker has your AWS keys, GitHub tokens, and everything else in your environment.

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