AI-assisted coding and streamlined CI/CD practices, facilitated by tools like GitHub and LaunchDarkly, are enabling faster software releases while addressing the challenges of increased risk and visibility. Feature flags in GitHub allow developers to control exposure and manage rollouts progressively, with the ability to quickly disable a feature if issues arise. Enhanced integrations between LaunchDarkly Vega and GitHub Copilot streamline the detection and remediation process by automating checks and facilitating quick recovery through detailed code references and GitHub Actions. Vega, a LaunchDarkly observability agent, aids in investigating and resolving issues by analyzing logs, traces, and error data to identify root causes. The Flag Cleanup Custom Agent, announced at GitHub Universe 2025, links GitHub Copilot with LaunchDarkly for efficient flag maintenance and technical debt reduction. Additionally, LaunchDarkly's integration of experimentation and analytics with feature flags allows for real-time assessment of feature performance, user behavior, and business impact, fostering a continuous learning cycle with each release.