Comprehensive Bug Bounty Hunting Guide

Comprehensive Bug Bounty Hunting Guide 🆕 Enhanced May 2, 2026 - Updated with AI-augmented methodology and 16 high-confidence insights including SAML security testing, WebAuthn bypass techniques, and automated vulnerability chaining from comprehensive 2026 security research. A practitioner’s reference for modern bug bounty hunting — AI-augmented methodology, 2026 platform analysis, advanced reconnaissance pipelines, emerging vulnerability classes (SAML, WebAuthn, WASM), automated chaining, and data-driven career strategy. Enhanced with insights from 45+ methodology articles. ...

May 2, 2026 Â· 39 min Â· Carl Sampson

csp-toolkit: CSP Header Analysis at Scale

There’s no Python library for parsing Content Security Policy headers. I checked PyPI, I checked GitHub — nothing. Google has a CSP Evaluator web tool and an npm package, but if you want to analyze CSP programmatically in Python — for recon scripts, bug bounty automation, or CI pipelines — you’re on your own. So I built one. csp-toolkit is a Python library and CLI tool that parses CSP headers, runs 21 weakness checks, finds bypass vectors against a database of 79 known-exploitable domains, scores policies A+ to F, and does a lot more. The current release is v0.6.2 on PyPI (changelog). ...

March 27, 2026 Â· Carl Sampson