London

June 2–3, 2026

New York

September 15–16, 2026

Berlin

November 9–10, 2026

How to build the guardrails your AI releases actually need

Too many organizations are relying on existing guardrails when it comes to AI-generated code

Aaron Newcomb

Date & time

17:00

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Our recently released State of AI-Driven Software Releases 2026 report found that engineering teams are generating more code with AI, but many release practices have not kept pace. One of the clearest takeaways from the report is that guardrails remain immature across many organizations, and strict manual review is becoming a bottleneck.

In this session, we’ll explore how policy-driven pipelines can replace inconsistent, manual oversight with scalable controls. We’ll show you how to embed policy checks, automated gates, security scanning, and approval logic into CI/CD so teams can move quickly while applying stronger controls to potentially high-risk changes.

This is the workshop for teams that need more governance for AI-driven releases, but do not want governance to become the next source of delivery friction.

By the end of this session, you’ll be able to:

  • How to establish policy-driven pipelines 
  • How to embed policy checks, automated gates, security scanning, and approval logic into CI/CD pipelines
  • How to establish stronger governance for AI-driven releases

panelists:

Aaron Newcomb

Harness
Senior Product Marketing Manager

Moderator: