Skip to content
Group 8

The AI‑Coded Applications Risk Catalog

AI-assisted coding is letting teams ship faster than ever, but that speed can outrun review. This catalog maps the failure modes that follow, drawn from security research, peer-reviewed studies, and documented production incidents, so engineering teams can move fast without inheriting the risk.

What you’ll find inside the catalogue:

  • 33 risks, each scored for how badly it hurts and how likely it is to show up.
  • A concrete mitigation paired with every single entry.
  • 36 cited sources, from CVE trackers to documented production incidents.

Who’s It For? CTOs, engineering leads, and any team shipping AI-assisted code that touches real users or real data.

Cover-risk-catalog

Related Content

vibe-coding-article

Vibe Coding at Work: From Fast Prototype to Reliable Software

Teams across the business can now turn ideas into working software, giving leaders a new responsibility: deciding what can remain lightweight and what is ready to grow.

Read the full article

ai-governance

AI Governance: A Working Guide for Mid-Market and PE-Backed Companies

AI is already embedded in enterprise workflows. Governance is what determines whether the business can scale it and the next buyer can rely on it.

Read the full article

Reskilling-your-workforce-for-ai

Reskilling Your Workforce for AI: What Actually Drives Results

When AI systems evolve faster than the teams using them, the gap shows up in operations before it shows up in reports. Here's how mid-market leaders are closing it.

Read the full article