The author reflects on the blog Interconnects three years into weekly writing, discussing its role in their career goals, recent advising roles with Arcee AI and Mercor, and plans to evolve the blog's operations including paywalled comments and more paid articles to maintain a high-quality, niche audience.

The Partner Well-Architected Framework (PWAF) provides AI-ready architecture guidance, technical standards, and best practices for partners building on Databricks. Since its February launch, new additions include the AI Partner Dev Kit, expanded architecture patterns, and the open-source Firefly reference application, helping partners accelerate development and adopt proven design patterns. PWAF continues to evolve with the Databricks platform and AI market, enabling partners to build differentiated products, measure adoption impact, and unlock growth opportunities.

Databricks is expanding its Free Edition with five new products—Genie Code, serverless GPUs, Lakebase, Agent Bricks, and Lakeflow Designer—to provide a complete toolkit for building data and AI projects. Over 500,000 users have already used Free Edition, and the new additions enable end-to-end development from data engineering to AI agents.

Databricks expands its partner ecosystem with new Marketplace, Apps, OpenSharing, and Genie Agent capabilities that help partners build, distribute, share, and monetize solutions on the platform.

Learn how to design professional, on-brand dashboards in Databricks AI/BI using themes, layout strategies, font selection, color theory, and accessible visualization palettes.

Genie Code is Databricks' specialized agent for data and ML work. Over the past year, Genie products have grown over 10x and are used by 90% of customers. New updates include a full-page command center for managing complex multi-threaded work, agentic ML workflows with native integration into MLflow, Model Serving, and compute awareness, scheduled tasks for autonomous work, and Genie ZeroOps for production operations.

At Data + AI Summit 2026, Databricks announced new security and compliance capabilities including Automatic Identity Management (AIM) for Entra ID and Okta, Context-Based Ingress, Private Network Gateway, expanded Private Link for Lakebase, and new compliance certifications such as HITRUST, ISMAP, and upcoming FedRAMP High on Azure Commercial.