June 2026 performance summary for SEKOIA-IO engineering: Key features delivered: - intake-formats: Refined .gitignore rules for the .github directory to reduce repository noise while preserving automation workflows; updated the automation module manifest identity with a new UUID. - automation-library: Implemented improvements to release workflow, versioning, and CI tooling; new workflows and hygiene updates to support reliable releases; ensured unique, stable identifiers across manifest and DNS; Defender API reliability improvements through UTC time encoding and the lastSeen-based filter. - documentation: Added MokN baits integration guide and cleaned up navigation; removed duplicate mkdocs.yml entries to reduce confusion. Major bugs fixed: - automation-library: Unique Identifiers Consistency Across Manifest and DNS to ensure stable identity across modules. - Defender API Filtering: Updated device asset connector to use lastSeen and encode datetimes in UTC to prevent Defender API URL issues. - documentation: Removed duplicate entries in mkdocs.yml for Sekoia.io to streamline docs. Overall impact and accomplishments: - Strengthened reliability and consistency across automation modules with stable UUID handling, leading to fewer integration mismatches and simpler maintenance. - Accelerated and hardened the release process with CI/CD improvements and changelog synchronization, enabling faster, more predictable deployments. - Improved developer productivity through cleaner repos, clearer documentation, and robust automation filters, reducing operational risk and onboarding friction. Technologies/skills demonstrated: - UUID management and cross-module identity consistency, manifest and DNS coordination. - UTC time handling and robust filtering for Defender API compatibility. - CI/CD tooling improvements (Codecov action upgrade, release workflow enhancements), repository hygiene (gitignore tweaks), and docs tooling (mkdocs).

May 2026 performance summary for SEKOIA-IO repositories focused on establishing a solid foundation, stabilizing critical connectors, and expanding data ingestion and automation capabilities. The work delivered business value by reducing operational risk, enabling faster feature delivery, and improving visibility for operators and engineers.

April 2026 performance summary: Delivered security- and asset-management enhancements across three repositories (automation-library, intake-formats, documentation), focused on increasing automation reliability, asset visibility, and developer velocity. Key outcomes include a new software asset connector with MAC address support and updated asset mappings; OIDC enhancement to support action possibilities; GitHub Copilot integration for PR reviews and security checks in intake-formats; substantial build and code quality improvements (mypy/type fixes, Black formatting, Dockerfile hardening, tests fixes, and selective refactors) with consecutive version bumps and manifest/config updates; and AWS integration documentation improvements clarifying UUID usage, access guidance, and deployment steps. These changes collectively improve security posture, deployment reliability, and time-to-market for new capabilities.

March 2026: Delivered a stable STS baseline with versioning and a cache for temporary STS data, enabling reliable STS workflows and faster feature delivery. Updated release notes and bumped the project version to 1.35.0. Strengthened code quality and test reliability through comprehensive cleanup, formatting, typing, and test fixes. Expanded AWS integration capabilities with a new AWS client and updated manifest secrets (api_key removal) to improve security and operations. Advanced intake-formats with GitHub Copilot-driven PR reviews, security checks, and parsing enhancements in DNS/BIND handling, plus updated RPZ tests. Documentation improvements cover AWS integration (OIDC and IAM role setup) to support safer onboarding and usage. These efforts collectively improve reliability, security, and release velocity, delivering tangible business value.

February 2026 performance highlights across SEKOIA-IO and OpenCTI platforms focused on privacy-first data enrichment, async processing, and maintainability. The month delivered privacy/data quality improvements, async capabilities, performance optimizations, and broader integration stability, driving higher data fidelity, faster processing, and more reliable cross-system workflows.

January 2026 performance summary focusing on delivering businessValue through data quality improvements and clear documentation. Delivered a new Indicator Confidence Scoring feature integrated into the existing indicator processing pipeline, and fixed a manifest description grammar issue to improve clarity for Cisco SD-WAN analysis. These changes enhance decision support for SOC teams by providing a reliable, interpretable trust metric and more precise documentation, while maintaining stable pipelines across repositories.

2025-12 monthly summary across SEKOIA-IO repositories (automation-library, documentation, intake-formats). Delivered release readiness for 2.8.6 with changelog updates and version bumps; implemented Asset Management enhancements including organisation field in user asset; updated AWS assets connector; upgraded SDK to 1.21.2 with aligned version references; expanded asset/connectivity capabilities and general project updates. Strengthened security and integration documentation for OpenCTI, SentinelOne, and Microsoft Entra ID; introduced Copilot-assisted PR reviews in intake-formats. Substantial quality and maintenance work across repos, including manifest corrections, Okta integration fixes, MyPy/type checking fixes, Black formatting cleanups, tests fixes, and admin user improvements. Overall impact: more reliable deployments and packaging, faster release cycles, improved security posture and governance, and clearer, actionable documentation.

November 2025 monthly summary highlighting business value and technical achievements across SEKOIA-IO repos. Focused on identity integration reliability, data connectivity enhancements, and data quality improvements driving safer, more scalable threat detection workflows.

October 2025 performance summary: Delivered resilience-driven features and modernization across core connectors, with a strong emphasis on observability, migration, and release discipline. Key fixes reduced container-level risk, while comprehensive documentation and release notes improved onboarding and cross-team alignment. Result: higher reliability, faster troubleshooting, smoother asset integration, and improved developer productivity. Technologies demonstrated include robust retry policies, granular error logging, Docker SSL handling, and documentation/release-management practices.

September 2025 monthly performance: Delivered significant data ingestion and platform modernization across SEKOIA-IO repositories. Key features expanded Defender data enrichment, enhanced threat intel ingestion from Sekoia IO, improved smart descriptions, robust code quality improvements, and substantial SDK/asset-management upgrades enabling more reliable telemetry and faster release readiness. Demonstrated strong Python, YAML schema, linting/typing, and OAuth2/Vertex integration skills, with measurable gains in data fidelity, resilience, and business value.

August 2025 monthly summary for SEKOIA-IO development across automation-library and intake-formats. Focused on delivering features, stabilizing CI/CD, and expanding data ingestion capabilities. Highlights include Bitdefender connector integration, Office 365 email parsing in intake-formats, extensive test coverage, and code quality improvements, underpinning faster release cycles and more reliable security automation.

July 2025 monthly summary focused on expanding platform integrations, stabilizing the codebase, and improving documentation and release readiness. The work delivered broad security coverage for customers, clearer integration paths, and faster, more reliable deployments. Business value was achieved through improved onboarding, reduced operational risk, and scalable development practices.