Program Sikkerhetsfestivalen 2026

Application Security

Insecure Vibes: The Risks of AI-Assisted Coding

Tirsdag 1 · Frimurerlosjen, rom 1

English 40 min

Tanya Janca

Tanya Janca

Secure Coding Trainer at She Hacks Purple

Tanya Janca, known online as SheHacksPurple, is the best-selling author of Alice and Bob Learn Secure Coding and Alice and Bob Learn Application Security. She is the CEO of She Hacks Purple Consulting, where she delivers high-impact, live, secure-coding training for engineering teams. She is also the host of DevSec Station Podcast.

Over 29 years in the industry Tanya has received numerous awards, spoken at events worldwide, and built a reputation as one of the most approachable and influential voices in application security. She has trained thousands of developers and security practitioners through her academies and live programs. Her experience includes counter-terrorism work, leading security for the 42nd Canadian federal election, as well as building and securing a vast range of applications. Today, she is recognized internationally as a leading authority on the security of software.

AI coding assistants like GitHub Copilot and ChatGPT are changing how developers write and ship

software, faster than security teams can keep up. But speed comes at a cost: "vibe coding"

encourages developers to trust confident-looking code that may be dangerously insecure.

In this talk, we'll look at real-world examples and research showing how AI tools replicate and amplify

insecure patterns, why traditional AppSec controls often fail to catch these issues in time, and how

teams can adapt. We'll explore modern strategies to make AI-assisted coding safer without making it

slow (secure RAG references, MCP enforcement layers in the IDE, guardrails, policy integration, and

developer education).

Whether you're on the AppSec side or writing code, this session will equip you with a clearer threat

model and practical tools to secure your AI-augmented SDLC.

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