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DevOps

Automation, deployment, and infrastructure reliability.

LaunchDarkly

LaunchDarkly ships Release Autopilot for AI-written code

LaunchDarkly introduced Release Autopilot on November 4, 2026: automation that scores pull-request risk, adds a feature flag when needed, rolls out progressively, auto-rolls back, then cleans up the flag. General availability is set for November 16; some features stay in beta.

Cloudflare

Cloudflare speeds up DNS zone updates

Cloudflare built a planner that selects which parts of a DNS zone need rebuilding after a configuration change. The company reports halving build delays and reducing peak memory use by 85%.