AI breaks code faster than ever. Humans still decide what to defend. This workshop teaches you how attackers think, how AI changes the game, and how to use both to build a real career in cybersecurity.
No certifications. No prior security knowledge. Just curiosity about how systems break. From session one you'll be inside real lab environments - not reading slides, not watching theory. Actual boxes. Actual bugs. Actual recon.
You build with Claude Code, Copilot or Cursor. You've seen AI generate apps that went to production with broken auth, public storage and hardcoded keys. This workshop teaches you to spot what AI quietly ships - and fix it before someone else finds it.
Most people think cybersecurity is only for people who've been
coding for
years or have expensive certifications. That's a
misconception - and AI is
breaking the gate wide open.
Recon, fingerprinting, payload crafting, report drafting - AI handles the toil. What remains is the judgement: knowing what to attack, why it matters, and how to defend it.
Bug bounty payouts are at all-time highs. Supply chain attacks surged 73% year on year. Every company shipping AI-generated code needs someone who can read it critically.
Injection has been in OWASP Top 3 for 22 years. Supply chain just hit #3 in 2025. AI didn't create new bug classes - it just ships them faster, at volume, with nobody reviewing.
You'll learn the exact mental model - every system is a stack of lies, and hackers live where the lie cracks. Reconnaissance, fingerprinting, lateral thinking - applied to real systems from hour one.
Live access to Selfmade Ninja Labs - cloud-hosted, intentionally vulnerable systems. You'll pop boxes, read /proc for secrets, escalate privileges, and document the full path. No simulators.
Agentic recon, exploit drafting, verification loops, report generation - you'll wire Claude Code into an actual security workflow. And you'll know exactly where it lies, hallucinates, and needs a human check.
Credential leaks. Broken authorization. Exposure. Supply chain. Webhook failures. These are the five patterns Claude, Cursor and Copilot ship to production every week. You'll read them at code-review speed.
Title. Impact. Reproduction steps. Affected version. Suggested fix. Five sections. You'll learn the exact format that gets taken seriously on HackerOne and Bugcrowd - and what gets closed as won't fix.
Red Team. Blue Team. AppSec. Cloud Security. Bug Bounty. GRC. You'll leave with a clear picture of which track fits you and the concrete first steps to get there.
The foundation every attacker and defender needs - before you touch any tool.
Map a target, fingerprint services, build attack chains - from zero to knowing exactly where to hit.
A container is not a VM. Learn how isolation actually works - and where it breaks.
Every AI coding platform leaves a predictable pattern of mistakes. Learn the fingerprint - find the bug at scale.
Use Claude Code as a real security tool - and know exactly where to verify what it gives you.
Find the bug, write the report, get credited. The full workflow from discovery to your name on the advisory.
16,000+ students trained across IoT, web applications Artificial Intelligent and cybersecurity. Founder of Selfmade Ninja Labs - the cloud-hosted Linux, Docker and Kali environment where this workshop runs. The curriculum is built around 2025-2026 CVEs and the real attack patterns showing up in AI-generated apps today - not textbook examples from a decade ago.
Not generic praise. Specific transformations from developers who took previous workshop.
CTFs - Gamified Experiential Practice Platform - Claude Code - CVE writing - Bug bounty path - Certificate of completion
Yes - that's exactly who Day 1 is built for. We start from how systems actually work, how attackers think, and how to read an nmap output before you touch any tool. No prior security experience needed.
No. You'll read code, run commands and interpret output - not write apps from scratch. If you can copy a command into a terminal and read what comes back, you'll keep up. Claude Code handles the heavier scripting as we go.
Especially for you. If you've been building with AI tools and shipping to production - this workshop teaches you to read what you've been shipping. The five bug classes, container breakout, and Claude Code agentic pentest sessions are aimed directly at engineers who already write code.
No. This is a live-only workshop. Both sessions run on Zoom and are not recorded. Selfmade Ninja Labs access continues after the sessions, but the live discussion is one-shot only.
Most lab work runs inside Selfmade Ninja Labs - nothing to install. Locally you'll need a terminal, a browser, and Claude Code or any LLM CLI. Full setup instructions come by email a few days before.
CEH is certification-driven, theory-heavy and built for a pre-AI toolchain. This workshop is hands-on from session one, built around 2025-2026 CVEs, real vibe-code attack patterns, and shows you how to use Claude Code as a pentest force multiplier - none of which a CEH study guide covers.
Day 1: How the field changed, Linux internals, networking, container security, 3 live
demos, the 5 bug classes, CVE anatomy and report writing.
Day 2: Claude Code as pentest intern, agentic
pentesting tools, where AI fails and lies, incident response, career tracks, bug bounty path, 2 more live
demos.
You'll get a confirmation email with the Zoom link, Selfmade Ninja Labs credentials, and a prep checklist. The workshop runs June 20 & 21, 2026 from 7:00 PM – 10:00 PM IST both days. Show up on time with your laptop ready.
This workshop is conducted entirely in Tamil. All sessions, live demos, lab walkthroughs, and Q&A will be delivered in Tamil so the regional audience can follow every concept clearly. Code, command output, and tooling remain in English (industry standard) - explanations and discussion are in Tamil throughout.