The latest articles on DEV Community by Oracle Mode | JANISSARY (@oraclemode). https://dev.to/oraclemode https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4181472%2Fad936dd0-8bb6-4081-ba60-069576ba83a3.png https://dev.to/oraclemode en Oracle Mode | JANISSARY Fri, 13 Nov 2026 11:43:02 +0000 https://dev.to/oraclemode/introducing-janissary-signal-over-noise-2nb8 https://dev.to/oraclemode/introducing-janissary-signal-over-noise-2nb8 <p>I'm building JANISSARY, a differential Dynamic Application Security Testing (DAST) tool focused on precision-led application security testing.</p> <p>The objective is straightforward: make security testing results more meaningful, evidence-driven and actionable.</p> <p>Finding something unusual isn't the same as verifying a vulnerability.</p> <p>JANISSARY is being developed around that distinction.</p> <p>The principles behind JANISSARY</p> <p>Disciplined discovery: Identify potentially interesting application behaviour.</p> <p>Evidence-driven verification: Separate discovery from confirmed results.</p> <p>Transparency: Clearly distinguish verified, unproven and inconclusive outcomes.</p> <p>Actionable findings: Prioritise useful security information over volume.</p> <p>Why JANISSARY?</p> <p>Security testing should provide engineers with information they can trust and investigate.</p> <p>The goal isn't simply to produce more findings. It's to improve the quality of the findings that matter.</p> <p>I'll be sharing development progress, technical decisions, implementation challenges and lessons learned as JANISSARY evolves.</p> <p>Follow the project on GitHub:</p> <p><a href="https://github.com/Hetaireia/janissary" rel="noopener noreferrer">https://github.com/Hetaireia/janissary</a></p> <p>JANISSARY — SIGNAL OVER NOISE.</p> <h1> security #opensource #python #appsec </h1> buildinpublic cybersecurity security testing