Justin Dunham
Blog author
Autonomous feature flags are the built-in platform capabilities that manage the entire release lifecycle, from flag creation through progressive rollout to automated safeguards and cleanup, so your teams ship at AI speed without sacrificing control. TL;DR Autonomous feature flags use deterministic, platform-native telemetry to trigger automated responses without relying on probabilistic AI decisions. The full […]
Justin Dunham
Blog author
Feature flags decouple deployment from release. That separation is one of the most powerful techniques in modern software delivery. It lets teams merge code continuously, expose features gradually, and respond to incidents without a full redeployment. But the benefits only hold if the flags themselves are managed well. As organizations scale their use of feature […]
Justin Dunham
Blog author
As modern engineering teams bypass traditional release trains with dynamic runtime configuration, they often create massive undocumented internal changes that fail these tightened risk analyses. Treating feature flags as tightly governed infrastructure components solves this compliance gap. A governed release pipeline satisfies the rigorous examiner criteria for system activity review while maintaining rapid deployment speed. […]
Justin Dunham
Blog author
In June 2025, a single policy change took Google Cloud down for more than three hours. Google’s own postmortem was blunt: “If this had been flag protected, the issue would have been caught in staging.” Five months later, Cloudflare went down for over five hours after a routine configuration change cascaded across the network. In […]
Egil Østhus
CEO & co-founder
Alex Casalboni
Developer Advocate
Melinda Fekete
Documentation Lead
Alex Casalboni
Developer Advocate
