Blog

Release Strategies

Feature flags and AI: a technical guide to using AI coding agents and feature flags together to cut release risk and ship AI-generated code safely.

Shadow deployment lets you test new code against real traffic with zero user risk. Learn about shadow mode deployment, best practices, and top tools.

Mobile a/b testing works differently than on the web. Learn what a/b testing for mobile apps involves, why it's harder, and how to run tests that work.

Release Strategies

Compare the best product experimentation tools for product teams, growth teams, and analytics—features, pros, and cons for each platform.

Learn what E2E testing is, how automated end-to-end testing is important, and how to choose the right framework and strategy for your team.

Release Strategies

A/B testing in product management, explained: what it is, how it works, common pitfalls, and solutions for A/B testing in product management.

Risk Reduction

A/A testing checks whether your experimentation tool works before you trust it with a real A/B test. Here's how and when to run one.

Risk Reduction

Bayesian A/B testing updates a prior belief as data arrives, producing a posterior probability rather than a pass-or-fail verdict from frequentist methods.

Learn how automatic rollback works in CI/CD, the benefits and risks, and how feature flags make rollback faster and safer.