This month focused on security hardening and enterprise authentication improvements for the geti repo. Delivered a security vulnerability fix by updating JavaScript dependencies to address CVEs, and implemented LDAP-based authentication by configuring an external OpenLDAP image. These changes reduce security risk, enable centralized access management, and lay groundwork for scalable identity workflows.

December 2025 (open-edge-platform/geti) delivered two coordinated updates focused on deployment reliability, security hardening, and UI accuracy. Platform Deployment and Security Enhancements upgraded the model server image to 2025.4 across all configuration files and hardened Kafka by applying security context settings and initializing volume permissions to improve deployment stability and data security, including preserving Kafka configuration for 2.14 compatibility. UI improvements fixed an incorrect workspace user count display by removing an unused prop and ensuring the count uses totalMatchedCount, resulting in more trustworthy UX metrics. Business value: reduced deployment risk, stronger data security posture, and clearer user data representations, enabling better operational decisions and customer trust. Technologies demonstrated: container orchestration and security hardening (Kubernetes security contexts), image versioning, configuration management, frontend state management, and commit-based traceability.

November 2025 monthly summary for open-edge-platform development: Key features delivered and major releases: - Geti SDK 2.14.0 Release: Implemented multi-workspace support, new shape classes, Python 3.13 compatibility, and branding updates. Also refreshed changelog and README to reflect compatibility and branding changes. Commits include: 4caefca956525f924aefa4dbc3c6c254857d7272; 536ae695e562422162164bfc1d7e24d0bf9b2c10; 86056bc2b7bf33fa98720653628a7810ab19095f. - Release alignment and SDK updates: Version 2.14.0 bumped REST API to 2.14.0 and updated geti-sdk in deployment code to align with new features. - K3s installation configurability: Added the ability to define a node name for k3s installation and included a helper to fetch the node name from the cluster. Commit: ce0cdb5d20d5294396b13f738a2ae417fb40da83. - API and UX enhancements: Added support for the OPTIONS HTTP method on resumable upload endpoints to improve API flexibility; updated user guidance to direct users to GitHub instead of contact channels. Commits: 99889bb27d32891cdd9e2888b094bf91f9401ff0; 554b150230eaba8c14d66463ce7762bb437f5cd1. - Branding, tests, and documentation: Ongoing branding updates and test adjustments to reflect new messaging and flows. Commits: various in the release set. Major bugs fixed and reliability improvements: - Upgrade process reliability: Introduced restart of specific init jobs after a revert to improve upgrade consistency. Commit: fa5daaa8154a62f88079f27cc06ee0522537e047. - Upgrade/migration reliability checks: Added safeguards to skip workspace migration if already executed and preserved LGTM stack if already installed to avoid unnecessary reinstallation. Commits: 8e53b465e4931efafaf03d71d18f7ba8b1407c97; 853d5f0890d16bb9c55b78bea7e9d1b2d3239a59. - Intel GPU driver detection improvements: Refined detection logic to ensure accurate driver identification and compatibility checks. Commit: cdc2cc0fa90b6b789eb84cfdbf08cd71d6b885d7. Overall impact and accomplishments: - Increased platform reliability during upgrades and migrations, reducing downtime risk and user-impact during releases. - Expanded SDK capabilities (multi-workspace workflows, new shapes) and API flexibility (OPTIONS support) to enable broader customer use cases and easier integration. - Improved developer experience and onboarding through aligned versioning, branding consistency, and clearer GitHub-based support channels. Technologies and skills demonstrated: - Python 3.13 compatibility, multi-workspace architecture, Kubernetes/k3s configurability, REST API versioning, and build/test/documentation discipline. - Strong focus on CI/test resilience, feature flagging, and backward compatibility during large SDK releases.

October 2025 monthly summary for open-edge-platform/geti: Key features delivered include Kafka Deployment Modernization and Upgrade Reliability, Multi-Workspace and Workspace Admin Role Management, and User Management Improvements. Major bugs fixed include Infrastructure Cleanup and Minor Fixes addressing docs alignment, chart cleanup, and runtime stability improvements. Overall impact: increased upgrade reliability, security, and multi-tenant scalability; improved user experience and admin controls; more maintainable packaging. Technologies demonstrated: Kubernetes/Helm, Apache Kafka, feature flags, RBAC/multi-tenant access control, UI/UX improvements, and release hygiene.

September 2025 monthly summary for open-edge-platform/geti: Delivered core features to improve scalability, reliability, and security across the media processing, workspace access, and platform layers. Implemented async video frame retrieval with increased CPU resource awareness for heavier video workloads, added PAT-based workspace authentication with safe empty responses for regular users, and completed platform-wide dependency upgrades (FFmpeg, OTX 2.6.0, Istio, CUDA, and pinned setuptools) to enhance stability and compatibility. Refined permission handling to ensure organization admins are evaluated before workspace admins, preventing access misconfigurations for users with multiple admin roles. Disabled auto-training for anomaly projects and updated tests accordingly to reduce unnecessary compute and noise in anomaly detection pipelines. These changes collectively improve scalability, security, and operational efficiency with measurable business impact across user workflows and deployment stability.

August 2025 monthly summary for open-edge-platform/geti-sdk: Focused on branding alignment to Geti™. Delivered a codebase-wide rebranding from Intel® Geti™ to Geti™, covering documentation, comments, and string literals to ensure consistent product naming per updated branding guidelines. The change was implemented with minimal risk and no API behavioral changes, laying the groundwork for cohesive marketing, onboarding, and developer experience. This branding initiative supports clearer external communication and reduces future rework in docs, marketing materials, and SDK messaging.

July 2025: Delivered two optimization-focused features in open-edge-platform/geti. 1) Weights Uploader Build Optimization: cleaned the build process by removing unused dependencies and streamlining the Dockerfile and Makefile build context, reducing build time and image size. Commit: d637fb5575305416914454da7e548180d726af4f (ITEP-70446). 2) Autoscaler and Video File Repair Resource Tuning: tuned CPU utilization targets and resource requests for autoscaler and video file repair; set video file repair threads to 1 to improve predictability and efficiency. Commit: 88cb0709d7ba077303ac6db74d6d1de453407569 (ITEP-71895). No major bugs fixed this month. Overall impact: faster, leaner builds; improved runtime efficiency and resource predictability; better alignment with cost and performance goals. Technologies/skills demonstrated: Dockerfile and Makefile optimization, container build context cleanup, resource/CPU tuning, thread management, and evidence-based change management tied to ITEP tasks.

June 2025 performance summary for open-edge-platform/geti: Delivered a unified Resource Model and Telemetry Stack Enablement across services, modernizing resource orchestration and enabling end-to-end telemetry. Implemented CPU/memory adjustments and propagated install_telemetry_stack flag to support observability. Clarified Analytics availability messaging to remove confusion and tie it to a specific installation option. Strengthened security posture by removing sensitive data from logs and temporarily disabling password reset to mitigate vulnerabilities. These initiatives reduced resource waste, improved reliability and security, and established a foundation for scalable capacity planning and faster incident response.

May 2025: Delivered Intel Geti Release 2.10.0 and implemented Lite Installation Profile Resource Optimization for the geti repository. The release milestone updates version across configuration and documentation, while per-profile resource tuning enables lighter deployments with conditional tracing/metrics. This work improves deployment reliability, reduces resource footprint, and strengthens CI/CD readiness for scalable deployments.