September 2025 highlights across wazuh/wazuh: delivered major reliability and data-quality enhancements, with strong emphasis on configurability, testing, and CI robustness. Key features include a global queries control for inventory harvester with a negative-logic toggle and accompanying unit tests; vulnerability scanner improvements with a configurable report queue and increased default queue size, plus corrected CVE data handling; cluster configuration and inventory sync enhancements with improved parsing, deprecation handling, and explicit defaults; browser extensions data model enhancement adding package_version to the primary key for finer-grained tracking; and CI workflow improvements to improve C++ coverage reliability and flexible workflow matching. These deliverables enabled safer feature rollout, more accurate reporting, and faster feedback loops for developers and operators.

August 2025 performance snapshot: Delivered critical Wazuh DB browser extensions integration and accompanying schema/PK updates, strengthened tests, and stabilized codebase to support release readiness. The month combined new data ingestion capabilities, improved data integrity, and targeted bug fixes to reduce noise and edge-case failures, enabling more reliable browser-extension data coverage and service inventory management.

July 2025 monthly summary for wazuh/wazuh focusing on business value, technical achievements, and deliverables. Deliverables span four major enhancements with representative commits across the month, improving data model consistency, core DB integration, data type robustness, and documentation. Key changes include: 1) Database Schema Modernization for Groups and Password Tracking: switch sys_groups primary key from group_id to group_name and standardize password change field naming to user_password_last_change, enabling more descriptive and consistent identity across modules. Representative commits: 8f8896f5064f4943b03fc500547a73573ddf362d and dcebd6d474a429db39ccb43a44ca549cc6a11e07. 2) Wazdb Core Refactor and Integration Improvements: performance and integration improvements via pointer-based user_record_t in waz_db API; fixed initialization flow for indexer connectors and updated related tests; improved delta-event handling tests. Representative commits: 90f881399d3b0167e5ab24dd7396e45c88a31b90; abe0d656fbf376fcb80705bf13c874e4bc9ef104; bb8b230c6f3b9c861dccf44d3393ddc7b2eb92a5. 3) Validation and Data Type Robustness Enhancements: enhanced floating-point comparisons, group name validation, and improved integer type handling/defaults for system context modules. Representative commits: 68ebc12c723e8c7a8f578a79440ea904b9c1d9d4; 890bc64fc09ec7f0dea8de80751f461465dd7afc. 4) Documentation and Examples Enhancement: added example JSON documents for inventory-harvester docs and clarified formatting in the system inventory header. Representative commits: 99718fe71d7a28f919295fcf0a0953b1209b38e9; d4dc457ef9d4623a0e6f6fb22e3b71c8d495745c. Overall, the month delivered measurable business value: improved data consistency and reliability across user/group identities, streamlined core data access through a cleaner waz_db API, more robust data validation reducing edge-case errors, and clearer, more actionable documentation for operators and engineers. These changes collectively reduce onboarding time for new modules, improve test coverage, and lay groundwork for faster feature delivery in the next quarter.

June 2025 monthly summary for wazuh/wazuh focusing on business value and technical achievements across features and bug fixes.

May 2025 monthly summary for wazuh/wazuh: Delivered key features and fixes with strong business value. Enhanced Vulnerability Scanner documentation and testing capabilities, streamlined CI workflow, and hardened test tooling, resulting in faster onboarding, more reliable vulnerability indexing/deletion tests, and shorter CI runs. Notable outcomes include: comprehensive docs with architecture overview, CLI usage details, supported event formats, Rocky Linux event examples, expanded configuration guidance, and testing tooling for indexing/deleting vulnerabilities; CI Workflow Optimization removing unnecessary submodule synchronization for vulnerability-scanner-database build; and a robust fix for Inventory Harvester test tool substr handling when npos to ensure correct filename extraction.

April 2025 monthly summary for wazuh development. This cycle focused on performance optimization, reliability hardening, and architectural refinements across wazuh/wazuh and wazuh/qa-integration-framework. Key outcomes include reduced runtime overhead, more predictable data dumps, stabilized tests, and clearer architecture documentation, driving business value through faster data processing, improved stability, and easier future maintenance.

March 2025: Focused on delivering high-value features, stabilizing the codebase, and expanding QA coverage across wazuh/wazuh and wazuh/qa-integration-framework. Key features delivered include GA Monitoring Enablement enabling remoted to be monitored by GA, Pretty format improvements for update-mappings JSON, and documentation improvements for clearElements. A core refactor implemented type system normalization and revision to improve data consistency across modules. QA and testing capabilities were expanded with new QA inputs and hotfix indices for WDB and QA cases for inventory harvester hotfixes. Release and toolchain updates modernized the build pipeline with updated CMake, lcov, and OS release names to improve release readiness. These efforts improved monitoring visibility, data fidelity, test reliability, and build/release stability, enabling faster, safer deployments.

February 2025 monthly summary for wazuh/wazuh focusing on delivering stability, observability, and delivery reliability while continuing to strengthen the test infrastructure and code quality. Key features delivered across the month include test stabilization, enhanced logging and schema support for flatbuffers, and improvements to the CI/CD pipeline and artifact workflows. The work reduced flaky test outcomes, improved failure visibility, and tightened release processes, enabling faster, safer deployments.

January 2025 (wazuh/wazuh) focused on reliability, data correctness, and maintainability. Key features delivered include: a default CA filepath for the indexerconnector tool (commit 7497e21fb34e80aef467725b40906b4b3458891f); upgrading shared_modules utils to the C++17 standard to enable modern features (commit 319270f5833f540cbfdecd92f16ba2a7573372d0). Memory safety and stability were strengthened by enabling ASAN and addressing a thread-sanitizer warning (commits 39574c527915a7d3b5b62237439b426609e1743b and 26f456a902ea89319bcdb15be45c346fe4b15c7c). A data model improvement added a condition field in indexed vulnerabilities to support more precise querying (commit 150fde0feb6a3aeb3a71bc4250d9b4f29fa9e80f). Testing and quality assurance were expanded with updated unit tests and coverage for numeric edge cases (overflow/large values) and negative size handling (commits e157b921ce94dd5560ad975552f5b7ecaa9b3a3c, b64491f38aa04c799fb485c1fddeef0a34575165, c09bdf25d06cdb94b1d1303bbc4b50bb339a2085).

December 2024 performance summary: Delivered pivotal updates across wazuh/wazuh-documentation and wazuh/wazuh, focusing on offline vulnerability detection, secure communications, and data handling reliability. Achieved business value by accelerating offline deployment setup, reducing configuration friction, and strengthening security posture in indexer communications. Demonstrated excellence in documentation, configuration design, and test-driven refactors.

November 2024 delivered substantive feature work and a broad set of reliability improvements for wazuh/wazuh. Key features include private linking for RocksDB and FlatBuffer libraries, refactoring interfaces to a separate build target, and security data enhancements such as CVSS 3.1 attackVector support and default CVE-related values. I expanded unit test coverage with 3 new NVD metrics UTs and resolved numerous test-tool warnings (vulnerability scanner, RocksDB, databaseFeedManager), reducing CI noise. Major bug fixes addressed coverage report accuracy, lcov directive handling, initialization of inventory structures, and several OS/runtime warnings. Together, these changes improve build reliability, data correctness, and security-alert stability, enabling faster, trusted security insights for customers.

2024-10 monthly summary for wazuh/wazuh: Emphasized build quality, code safety, and reliability. Delivered vulnerability detector build enhancements and core safety improvements; fixed a critical initialization-order bug in the thread event dispatcher; overall improvements in maintainability, safety, and performance readiness for release.