Podcast: ConformIQ CEO & LayerLens Co-Founder on the Reality of AI in Testing

MJ Creamer — Tue, 11 Nov 2025 20:26:21 +0000

Hi Everyone,

My name is Mark, and I'm new to the group. I work at ConformIQ, where we focus on solving a major source of friction in the CI/CD pipeline: unreliable and high-maintenance automated testing.

I'm joining this community to learn, but I wanted to introduce myself by sharing some value first.

Our CEO, Mark Creamer, recently sat down with Archie Chaudhury (Co-Founder of LayerLens) for a deep-dive podcast series. They cut through the "GenAI hype" and addressed the "95% AI failure rate" that's causing so many flaky tests to break builds.

Here are the episodes:

Ep. 1: The Problem: Common QA challenges that become pipeline bottlenecks, from test maintenance to coverage gaps.
Link: https://lnkd.in/dq5E8xW5

Ep. 2: The Hype: Why reliability is non-negotiable and the risks of "black box" GenAI tools in a build process.
Link: https://lnkd.in/dVTuWsfW

Ep. 3: The Solution: How a verifiable, hybrid strategy (what we call #HyperAI) can turn AI failures into success.
Link: https://lnkd.in/df5cq-Hq

This series explains our philosophy of blending GenAI's speed with the deterministic, logical power of Symbolic AI.

I hope you find it valuable! I'm curious, how is this group thinking about the new wave of GenAI tools and their impact on pipeline reliability?

Looking forward to being part of the community.

DEV Community: MJ Creamer

Podcast: ConformIQ CEO & LayerLens Co-Founder on the Reality of AI in Testing