Databricks has been on a quiet march toward becoming the infrastructure layer for enterprise AI for years — data lakes, MLflow, Delta Lake, Unity Catalog. Today at RSAC 2026, the company took its most surprising market move yet: entering enterprise cybersecurity with the announcement of Lakewatch, an open agentic SIEM. What Is Lakewatch? SIEM stands for Security Information and Event Management — the category of tools that ingest security telemetry, correlate it, generate alerts, and support incident response. Splunk has dominated this category for years; SentinelOne, Microsoft Sentinel, and Elastic Security are the major challengers. ...

When Gartner publishes a first-ever Market Guide for a new technology category, it’s a signal that the category has crossed from experimental to enterprise-real. This February, Gartner did exactly that for Guardian Agents — AI systems designed to oversee, govern, and secure other AI agents. The broader coverage is arriving now, following a Hacker News article this week. The Headline Number (With Important Context) The most-cited figure from the report: ~70% of enterprises are already running AI agents in production. ...

Software development is undergoing a structural shift — and today JetBrains made its most ambitious move yet to stay ahead of it. The company announced JetBrains Central, an open platform designed to be the control and execution plane for teams running AI agents across their entire software development lifecycle. The Problem JetBrains Central Solves JetBrains isn’t building another AI coding assistant. They’re acknowledging something most toolmakers have been reluctant to say out loud: individual AI productivity is not the bottleneck anymore. ...

OpenClaw has been expanding rapidly — on desktops, servers, enterprise tools, and now into consumer Android hardware. TECNO, the Transsion Holdings brand dominating smartphone sales across Africa and Southeast Asia, has announced EllaClaw — the first OpenClaw-powered AI agent deployed on a consumer Android smartphone. What Is EllaClaw? EllaClaw is the integration of OpenClaw’s agentic framework into TECNO’s Ella AI assistant, which ships across TECNO’s device lineup. The “Claw” naming convention signals OpenClaw’s architecture: a fixed-authorization agent with a defined scope of system permissions, operating autonomously on behalf of the device owner. ...

Announced from New York this morning, TuyaClaw is Tuya Smart’s integration of OpenClaw into its smart home IoT platform — and it’s the most concrete demonstration yet of OpenClaw expanding beyond digital workflows into physical hardware control. What TuyaClaw Does Tuya Smart (NYSE: TUYA) is one of the world’s largest IoT platform companies, powering connected devices across hundreds of hardware brands — smart lights, thermostats, security cameras, locks, appliances, and sensors. TuyaClaw brings an OpenClaw agent into this ecosystem, enabling: ...

ByteDance open-sourced DeerFlow 2.0 on February 27, 2026 — a full SuperAgent harness rebuilt on LangGraph 1.0 that shipped with persistent memory, sandboxed execution, file system access, skills, and sub-agent support baked in. It hit GitHub Trending #1 within 24 hours and crossed 25,000+ stars in days. If you want to try a production-grade agent framework without building the plumbing yourself, DeerFlow 2.0 is one of the most complete starting points available right now. Here’s how to get it running locally. ...

One of the most consequential decisions in enterprise AI agent deployment is also one of the least discussed: should your agent act as the user, or as a service? LangChain’s Harrison Chase formalized this question in a March 23 post on “In the Loop,” LangChain’s developer newsletter, introducing the two-tier authorization model now available in LangSmith Fleet. The framework is called Assistants vs. Claws, and it directly addresses a security gap that enterprise teams have been quietly dealing with for months. ...

Anthropic just made it official: Claude can now use your computer. The company announced today that Claude Cowork — its research preview for desktop computer-use — is now available to Claude Pro and Claude Max subscribers on macOS, with Windows support coming. This isn’t a software integration or a plugin. Claude can now point, click, scroll, open files, navigate your browser, and run developer tools on your actual machine — acting like a remote operator who happens to live inside your subscription plan. ...

Meta just added another significant piece to its AI ambitions. The company has acqui-hired the co-founders and full team of Dreamer — an AI startup building a platform for creating personalized AI agents — and folded them into Meta Superintelligence Labs under Chief AI Officer Alexandr Wang. Who Is Dreamer? Dreamer launched in 2026 with a clear thesis: every person should be able to build software that makes their life better, without needing to write code. The platform was built around making AI agents accessible to non-technical users — not enterprise deployments, not developer tooling, but personal agents for individuals. ...

OpenClaw v2026.3.22 is a significant release — but if you installed it via npm, you may have hit two frustrating regressions immediately: a blank Dashboard UI and a WhatsApp plugin that simply doesn’t load. Both issues are fixable right now. Here’s what happened and exactly how to resolve each one. What Broke and Why Regression 1: Blank Dashboard UI Root cause: The npm tarball for v2026.3.22 is missing the dist/control-ui/ directory. This folder contains the compiled frontend assets for the Dashboard web interface. Without it, the Dashboard loads an empty shell. ...