Delivered automated feature-branch deployments to the testing environment using AWX CLI, replacing the previous GitHub Actions flow in CI and standardizing deployment variables and image naming. Implemented CI installation of AWX CLI to ensure reliable, repeatable deployments, and updated Docker image naming conventions and AWX job variables to align with deployment targets. These changes accelerate verification, reduce manual steps, and improve repeatability of feature testing in staging.

September 2025 (OpenBAS-Platform/openbas): Focused on simplifying CI/CD pipelines and improving environment parity to accelerate delivery and reduce operational risk. Implemented targeted CI/CD and development environment improvements with clear business value: reduced configuration complexity, improved pipeline reliability, and ensured parity between CI and local environments. No major bug fixes reported this month; emphasis was on reliability, maintainability, and smoother onboarding for contributors.

Monthly summary for 2025-08 covering OpenBAS-Platform/openbas and OpenCTI-Platform/client-python. Focused on strengthening CI/CD reliability, improving test stability through data snapshotting, and enabling Enterprise Edition license validation in CI to accelerate safe deployments.

Month: 2025-07 — Delivered an on-demand data restoration workflow for the test environment in FiligranHQ/xtm-hub, enabling anonymized data restoration via a manual-triggered GitHub Actions workflow and AWX CLI integration. The workflow accepts a namespace input to target the environment and triggers an AWX job template to perform the restoration. This work was integrated with the commit d18f2032b270dc5af0dfd26b0742013b2f910231 ([ci] chore(gh-actions): on demand restore of anonymized data (#786)).

June 2025 monthly summary focusing on CI observability improvements and their business impact for OpenBAS-Platform/openbas. Delivered a feature to display Drone CI runner name and host in pipeline logs, updated reporting configuration to use DRONE_STAGE_MACHINE, and strengthened CI diagnostics to reduce debugging time and improve pipeline reliability.

May 2025 monthly summary focusing on CI/CD reliability improvements, feature-branch staging deployments, and cross-repo collaboration for OpenCTI and OpenBAS platforms. Emphasizes business value: faster, safer prerelease testing and clearer, isolated feature-branch validation in dedicated staging environments.