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The Partner Well-Architected Framework: What's New and What's Next

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 BlogAgentsIn-site article
What’s coming next to Free Edition

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 BlogAgents / ChipsIn-site article
Becoming the most comprehensive data & AI ecosystem on earth

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.

Databricks BlogAgents / PolicyIn-site article
Design Beautiful Dashboards in AI/BI

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

Databricks BlogResearchIn-site article
What’s new in Genie Code at Data + AI Summit 2026

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.

Databricks BlogAgents / ChipsIn-site article
What’s new in Databricks Platform security and compliance at Data + AI Summit 2026

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.

Databricks BlogAgents / PolicyIn-site article
Cheaper LLM tokens led to bigger AI bills (Jevons paradox)

As LLM token prices plummet, enterprise AI spending is skyrocketing because agentic workloads consume 50× more tokens than a chat prompt. Uber blew through its annual AI budget in four months and imposed a $1,500/month hard cap per employee. This article analyzes token pricing economics and suggests converting variable costs to fixed infrastructure for better budget control.

Hacker News AIModels / Agents / PolicyIn-site article
The engineering practices Claude Code and Codex use to improve AI agents

This article investigates how coding agents like Claude Code and Codex autonomously apply engineering practices such as failure mode analysis and ad-hoc evaluations to improve AI agents without specialized tooling. The experiment across five applications shows they can ship improvements by analyzing baseline traces, abstracting failure patterns, and creating prompt variants.

Hacker News AIAgents / ResearchIn-site article
5 Fun Projects Using OpenAI Codex

This article introduces five fun projects built with OpenAI Codex, ranging from simple apps to full-stack clones, showcasing Codex's versatility and usefulness in software development.

KDnuggetsAgents / ResearchIn-site article
Show HN: AI Agent Skills to Grow Your Open Source Project

An open-source project offering two AI agent skills to audit, optimize documentation, generate demos, and get included in awesome lists and directories, all with an ethical growth policy.

Hacker News AIAgents / PolicyIn-site article
MCP360: Unified Data Layer for AI Agents with Custom MCP Builder

MCP360 is a universal MCP gateway connecting AI agents like Claude and Cursor to 100+ production-ready tools. It features a custom MCP builder, no-code API integration, and one-click setup, supporting tools like Google Search, web scraping, Amazon Product Search, and more, backed by security compliance.

Hacker News AIAgents / PolicyIn-site article
Google Cloud generative AI automates council planning operations

Government ministries are deploying Google Cloud generative AI across municipal agencies to automate council planning operations, aiming to cut decision times by 50%. Tools include Extract for unstructured data and the Augmented Planning Decisions (APD) prototype.

Artificial Intelligence NewsAgents / ChipsIn-site article
Merlin by Encord: Manage Your AI Data Infrastructure in a Single Conversation

Encord launches Merlin, an agentic intelligence layer for its multimodal data platform, enabling users to manage AI data infrastructure through conversational interfaces. It supports building projects from prompts, on-demand metrics and coverage gap analysis, and issue fixing. Currently in beta via MCP on Claude, Codex, and other agentic coding platforms, with Slack integration coming soon.

Product Hunt AIAgentsIn-site article
OpenAI Just Launched 3 Free AI Courses with Certificates

OpenAI Academy has introduced three free AI courses covering AI fundamentals, applied AI, and agents & workflows. Each course offers a free certificate upon completion, catering to professionals at different skill levels.

Analytics VidhyaAgents / ResearchIn-site article
AI Scenarios 2030: Helping policymakers plan for the future of AI

The UK Government Office for Science has released an updated set of AI 2030 scenarios, built from six critical uncertainties and five contrasting futures. The report highlights continued AI capability growth, potential for major benefits and severe harms, significant labor market impacts, and concentrated global competition.

Hacker News AIPolicy / ResearchIn-site article
Clawd: A Context-Aware Browser Mascot with 100% Local Offline AI

Clawd is a context-aware browser pet that uses on-device AI (Gemini Nano and ONNX Runtime) to analyze website sentiment and react accordingly. It features voice-enabled chat, custom personas, over 140 animations, and is completely offline for privacy.

Product Hunt AIPolicyIn-site article
From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot

AWS's open-source SDK Strands Robots integrates LeRobot, enabling developers to train from Hub datasets and deploy policies on simulated or real robots through a single Agent workflow. This post walks through five steps with a runnable example on a laptop.

Hugging Face BlogAgents / ChipsIn-site article
Building an open ecosystem for AI governance with Unity AI Gateway

Databricks announces the Unity AI Gateway partner ecosystem at Data + AI Summit 2026, integrating security, identity, and governance vendors to help enterprises monitor, secure, and govern AI interactions at runtime.

Databricks BlogAgents / PolicyIn-site article
The next humanoid robot might not look human at all

French startup Genesis AI unveils Eno, a robot designed around human capability rather than appearance. Eno may lack a head and legs, uses a wheeled base, and folds like a deck chair, but features hands that match human anatomy. Production is planned by end of 2026, targeting manufacturing, logistics, and more.

The Verge AIStartups / RoboticsIn-site article
Which AI agent spent the money on your OpenAI/Anthropic bill

Spaturzu is an open-source SDK that wraps existing LLM clients (OpenAI, Anthropic, etc.) with a single import change to enable per-agent cost attribution, budget enforcement, and cross-provider fallback, without altering call sites.

Hacker News AIAgents / PolicyIn-site article