Break AI systems.
Master the ones
that matter.
Hands-on, fully isolated labs where you hack LLMs, agents and real systems — guided by an AI that’s on your side. Go rookie → elite.
- +Unlimited labs
- +Hands-on practice
- +Browser only · no setup
20-second mission
Spot the prompt injection
What should the AI do?
1 choice
Sage says: protect the instruction hierarchy.
You’re the newest member of Aegis
This isn’t a course. It’s a world.
Meridian Dynamics has everything worth attacking. Aegis defends it. NightShade wants it. You’re Nova — and you’re not learning alone.
Novayou
ByteAI ally
Sagementor
Adared team
Maxblue team
Vexvillain
AI-first labs
Hack LLMs, agents and MCP servers — the attack surface everyone is shipping now.
Real, isolated targets
Every lab is a live system in an ephemeral environment that is yours alone.
AI on your side
Byte hints, explains and grades your exploits in real time — you never get stuck.
Guided skill paths
Structured routes from first prompt injection to full agent takeover.
Earn & compete
Capture flags for XP, climb the ranks, and rise up a live global ladder.
Labs
2,000+ hands-on labs.
Isolated, real targets. Pick one, break it, capture the flag.
bugasm curriculum
Learn by breaking real targets.
Every solved challenge proves a technique, not just a memorised answer.
Prompt Injection 101
Override a support agent's instructions and walk out with its system prompt.
Agent Takeover
Turn a tool-calling agent's own capabilities against it and seize control.
RAG Data Leak
Coax a retrieval-augmented assistant into leaking documents it should never expose.
MCP Tool Poisoning
Poison a Model Context Protocol server and hijack every client that trusts it.
Tracks
Attack the whole stack — 28 tracks.
Every domain of offensive and AI security, from foundations to bleeding-edge.
bugasm curriculum
Choose your attack surface.
One connected security curriculum, from foundations to AI systems.
Modules
200+ focused modules.
Each track breaks into modules — a tight set of labs on one skill.
bugasm curriculum
Build one skill at a time.
Focused practice that turns a broad track into visible progress.
Roadmap
Follow a path to a role.
Curated journeys that combine tracks and modules into a career path — like a skill tree from zero to hired.
bugasm curriculum
Turn practice into a career path.
A clear route from first lab to the role you want to earn.
AI Security Engineer
Break and secure LLMs, agents and MCP servers end to end.
AI Security · AI Agentic · MCP
Start path
Red Teamer
From first recon to full domain compromise and evasion.
Red Team · Web · Network · AD
Start path
Blue Team / SOC Analyst
Detect, investigate and respond to real intrusions.
Blue Team · DFIR · Threat Intel
Start path
Web Pentester
OWASP fundamentals through advanced app exploitation.
Web & API · Bug Bounty
Start path
Bug Bounty Hunter
Recon, find real bugs, and write reports that pay.
Recon · Web · Mobile · API
Start path
The shift
AI won’t take your job.
Someone who secures AI will.
Prompt injection, agent hijacking and MCP exploits are already changing the attack surface. Learn the work companies need next.
The loop
Practice that feels like a mission.
A focused loop from a live target to proof of skill — no filler, no setup.
- STEP 0101
Launch an isolated lab
- STEP 0202
Exploit the real target
- STEP 0303
Capture the flag
- STEP 0404
Earn XP & rank up
ProgressionPreview · sample data
Every flag moves a number.
Multi-axis mastery, a live rank, and a global ladder — progress you can feel.
Your rank
Progress to Specialist
620 / 1000 XP
Skill mastery
Why you can trust it
Built for real practice, not theatre.
Every claim below is designed around how the platform actually runs, scores and protects your work.
Truly isolated
Every lab is a single-tenant, ephemeral environment. Your exploits never touch shared infrastructure — and it's destroyed on exit.
AI-graded, not guessed
Byte evaluates the technique you actually used, not a flag string. Real feedback that answer-matching platforms can't give.
We practice what we teach
Coordinated vulnerability disclosure (security.txt) and a nonce-locked CSP + RBAC stack. Security-first, by design.
NightShade isn’t waiting.
Neither should you.
no card required · 100% isolated