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Enabling Governed Vibe Coding for Enterprise Apps on Databricks

Databricks announced three new capabilities at Data + AI Summit 2026: App Spaces for governance, Genie App Builder for AI-assisted app creation, and Serverless Micro Apps for cost-efficient scale-to-zero apps, enabling governed vibe coding in the enterprise.

Databricks BlogAgents / PolicyIn-site article
Parallelize speculative decoding with P-EAGLE on Amazon SageMaker AI

This post walks you through how to use P-EAGLE directly within Amazon SageMaker AI. It demonstrates how to select a compatible model from SageMaker JumpStart, configure parallel drafting, and deploy a highly optimized endpoint.

AWS Machine Learning BlogChips / ResearchIn-site article
Show HN: Ito – Code reviews that run code

Ito is an automated QA platform that runs code on pull requests, providing behavioral regression testing without manual scripts. It integrates with GitHub, supports any stack, and generates QA reports with video and screenshots.

Hacker News AIAgents / RoboticsIn-site article
Introducing OpenSharing: the Next Evolution of Delta Sharing for the Agentic Era

Databricks announced OpenSharing, the next evolution of Delta Sharing and the industry's first open protocol built for the agentic era. It extends data sharing to the full AI stack — models and agents — and becomes an independent open-source project under the Linux Foundation. OpenSharing enables sharing across any cloud, vendor, and format, addressing challenges of cross-organizational data collaboration. Key features include Genie Agent Sharing for governed AI experiences, SecureConnect for simplified cross-cloud networking, Global Distribution for automatic replication and reduced egress costs, and support for on-premises storage via the Storage Ecosystem. It also adds Apache Iceberg REST Catalog API compatibility for broader interoperability.

Databricks BlogAgents / PolicyIn-site article
Nexla’s Express solution leverages conversational interface to fuel agentic AI

Nexla launched Express, a conversational data engineering platform that reduces barriers to enterprise data integration. Available on AWS Marketplace, Express enables development teams to build production-grade data pipelines via natural language, supporting AI agents with rich context from over 550 connectors.

SiliconANGLE AIAgents / ResearchIn-site article
HPE expands self-driving networking strategy as AI moves into production

Hewlett Packard Enterprise Co. today unveiled a broad set of networking and artificial intelligence infrastructure enhancements at its Discover customer conference, promising to help enterprises deploy AI agents at scale by implementing self-driving networks and establishing AI factories as the foundation of what it calls the “agentic enterprise.”

SiliconANGLE AIAgents / ChipsIn-site article
Logical Ways to Track AI Agent Lineage and State in Code Development

This article explores systematic methods to track the decision history, configuration, and code lineage of AI agents in agentic software development. The author proposes building an 'agent warehouse' for observability and scale, and discusses Git's limitations in storing agent data.

Hacker News AIAgents / ResearchIn-site article
Announcing Apps on Databricks Marketplace

Databricks announces the Public Preview of Apps on Databricks Marketplace, enabling customers to discover, install, and run third-party data and AI applications natively within their secure Databricks workspaces, with no data movement required.

Databricks BlogAgents / PolicyIn-site article
How to Use an Nvidia EGPU with Your Mac for Local AI in 2026

Apple has approved Tiny Corp's TinyGPU driver, enabling Nvidia and AMD eGPUs to work on Apple Silicon Macs for compute workloads. This guide covers hardware recommendations, setup, and performance benchmarks for running CUDA-based local AI.

Hacker News AIAgents / ChipsIn-site article
Introducing OpenSharing SecureConnect

OpenSharing SecureConnect is a Databricks-managed proxy that simplifies network configuration for cross-organization data sharing. Providers set up once and no longer need to configure networks per recipient. Optionally, private link connectivity via NCC enhances security. Data stays in provider storage. Now in Public Preview.

Databricks BlogAgentsIn-site article
France to ditch AI data tools from Palantir for domestic provider

France’s domestic intelligence service is to ditch AI data tools from the US tech giant Palantir in favour of a domestic provider in an effort to avoid ‘strategic dependency’, the prime minister, Sébastien Lecornu, has said.

The Guardian AIModelsIn-site article
Qualcomm’s latest chip hints that more powerful smart glasses could be on the way

Qualcomm announces the Snapdragon Reality Elite chip for next-gen XR devices, featuring GPU 60% faster, CPU 30% faster, NPU up to 160% faster, and improved cooling and battery life. Already powering the upcoming Aura glasses, the chip promises better visuals, AI capabilities, and lighter designs for smart glasses.

The Verge AIChipsIn-site article
The Art of Loop Engineering

This post explores how to build reliable AI agents by designing loops, not just using a good model. It introduces four nested loops: the agent loop, verification loop, event-driven loop, and hill climbing loop, each building on the previous to create agents that work consistently and improve over time. Using LangChain primitives, developers can implement each level and embed human oversight where needed.

LangChain BlogAgents / PolicyIn-site article
Meet Qwen-RobotSuite: Three Embodied AI Models for VLA Manipulation, Video World Modeling, and Navigation

The Qwen team has released Qwen-RobotSuite, a set of three embodied AI models targeting manipulation, world modeling, and navigation. RobotManip is a Vision-Language-Action model built on Qwen3.5-4B that uses a unified alignment framework to scale manipulation data. RobotWorld is a language-conditioned video world model with a 60-layer MMDiT that predicts future video frames. RobotNav is a navigation model built on Qwen3-VL with a parameterized interface for multiple task modes. The suite achieves state-of-the-art results across several benchmarks.

MarkTechPostModels / Agents / PolicyIn-site article
Supply Chain Capitalism, Platform Mercantilism, AI Coup: A Political Economy of Dependencies

This article analyzes how different exploitation strategies within capitalism have led to an enormous concentration of power, threatening democratic societies. Through three case studies—supply chain capitalism, platform mercantilism, and the AI coup—the author develops a 'political economy of dependencies' to understand the fusion of tech oligarchs and political power, with AI as a central driver.

Hacker News AIChips / PolicyIn-site article
TwelveLabs’ video AI finds new use cases on AWS Marketplace

TwelveLabs specializes in multimodal AI models that can “watch” and analyze video content. The company has expanded its reach through AWS Marketplace, with models Marengo and Pegasus for video search and analysis, and the new Rodeo AI copilot for video editing. Use cases extend from entertainment to automotive, legal, and insurance sectors.

SiliconANGLE AIModels / Policy / ResearchIn-site article
The Pokémon Trading Card Game AI Battle Challenge

The Pokémon TCG AI Battle Challenge pits AI against the complexities of the Pokémon Trading Card Game. It features a Simulation and Strategy category, with top teams advancing to a final round in late 2026. Prize pool includes $50,000 for the winner.

Hacker News AIAgents / Policy / ResearchIn-site article
Backgrind

Backgrind lets you run your AI agents over any app, including games.

Product Hunt AIAgentsIn-site article
HPE AI Factory With NVIDIA Expands for the Era of Agents

Enterprises are moving agentic AI from proof of concept to production — and the next generation of AI factories are built for the era of agents. At HPE Discover Las Vegas, NVIDIA and HPE are expanding the HPE AI Factory with NVIDIA, including NVIDIA Vera CPU and NVIDIA Agent Toolkit for HPE Private Cloud AI. NVIDIA Confidential Computing extends across HPE AI Factory and enhanced full-stack NVIDIA integration is available throughout the portfolio.

NVIDIA BlogAgents / ChipsIn-site article
Agent Arena

Agent Arena is the first public arena for AI agents, where autonomous agents compete in real-world challenges, earn rewards, build reputation, and evolve over time. It provides a living ecosystem for agents to prove themselves beyond demos and benchmarks.

Product Hunt AIAgents / ResearchIn-site article
Hydrolix brings high-speed analytics to petabyte-scale agentic AI

Data management provider Hydrolix enables sub-second query latency and complete dataset access for agentic AI, leveraging object storage and advanced indexing. A case study with NVIDIA shows a CDN incident resolved in nine minutes using natural language queries via Hydrolix's MCP server.

SiliconANGLE AIAgents / ChipsIn-site article
SiMa.ai cuts physical AI deployment from months to days with agentic developer tooling

AI chip startup SiMa Technologies Inc. today launched Palette Neat, a purpose-built agentic AI development environment for creating applications that connect the physical world to AI models. The tool can be paired with the company’s Modalix MLSoC system-on-module or new PCIe companion card, enabling developers to rapidly build apps that can see, learn, adapt, and interact with the real world. Using natural language, developers can describe their ideas, and the AI agent automatically generates low-level compute code, cutting development time from months to days.

SiliconANGLE AIModels / Agents / ChipsIn-site article
Insurers pivot AI strategy toward core risk underwriting

AI investments by insurers are now expected to generate tangible business value beyond mere efficiency. According to findings in the 2026 Evident AI Index, insurers are now embedding AI technologies into workflows that directly influence underwriting discipline and capital allocation.

Artificial Intelligence NewsModels / Agents / PolicyIn-site article
A look into Ubuntu Core 26: Building a local AI inference appliance

This article demonstrates how to use Multipass to run Ubuntu Core 26 in a virtual machine and turn it into a local AI inference appliance by installing the gemma4 snap. It covers launching the VM, installing the AI snap, configuring services, accessing the WebUI, and understanding the path to production deployment. Ubuntu Core provides a secure, minimal OS while AI workloads are delivered as snaps for easy updates and management.

Hacker News AIAgents / PolicyIn-site article
Show HN: BlitzGraph – Supabase for graphs, built for LLM agents

BlitzGraph is a graph database designed for AI agents, featuring multi-kind entities, bidirectional relationships, and a typed JSON query language (BQL). It aims to replace traditional table-based databases with a more natural graph model, supporting full-text search, referential integrity, and smart transactions.

Hacker News AIModels / AgentsIn-site article
Vibe Gets to Work

Mistral launches Vibe, a unified AI agent for long-running multi-step work and coding. It integrates with enterprise tools, offers Work Mode and Code Mode, and introduces VS Code extension and CLI updates.

Hacker News AIAgents / ResearchIn-site article