Ai generated code

Why AI Didn't Actually Make You Ship Faster — Gabriel Spencer-Harper, Meticulous

Why AI Didn't Actually Make You Ship Faster — Gabriel Spencer-Harper, Meticulous

Gabriel Spencer-Harper, co-founder and CEO of Meticulous, explains why assertion-based tests cannot keep pace with AI-generated code and how near-exhaustive frontend verification with zero developer effort works. The talk covers record-and-replay visual diffing on every pull request, network mocking, a deterministic browser, and coverage-guided flow selection that makes code coverage meaningful.

How Developers Secure AI-Generated Code: 5 Security Best Practices

How Developers Secure AI-Generated Code: 5 Security Best Practices

Discover five essential principles for implementing shift-left security in AI-assisted software development. Jeff Crume explains how to secure AI-generated code by focusing on outcome validation, integrating security early, scrutinizing dependencies, validating intent, and maintaining continuous security practices for more trustworthy AI-powered workflows.