Perplexity just entered the agentic AI arena with a product that makes a bold claim: forget single-model assistants. Computer is a general-purpose digital worker that dynamically routes your tasks across 19 specialized AI models — picking the right tool for every micro-step of a complex workflow. It’s available now for Max plan subscribers via the web. And the design philosophy behind it is worth unpacking carefully, because it’s a direct architectural statement about where multi-agent AI is headed. ...

After OpenClaw Backlash, Quill Bets on Security-by-Design Agentic AI The enterprise honeymoon with agentic AI may be ending — and a new startup is ready to catch the disillusioned. A new Computerworld report published February 25, 2026 profiles Quill, a nascent agentic AI platform positioning itself as the security-first alternative to OpenClaw in the wake of growing concern over autonomous agents with unchecked access to enterprise systems. The timing is deliberate, and the numbers behind the bet are striking. ...

Claude Code Remote Control: Control Your Terminal from Your Phone Picture this: you’re in the middle of a deep coding session, your local terminal is humming along, and then you have to step away from your desk. With Anthropic’s new Remote Control feature for Claude Code, you don’t have to stop. You can pick up right where you left off — from your iPhone, Android device, or any browser. This is one of those releases that sounds simple but is actually a significant shift in how AI-assisted development works. Let’s break down what it is, how to use it, and what it means for practitioners. ...

GitHub Engineering Blog: Why Multi-Agent AI Workflows Fail in Production (and How to Fix Them) Most multi-agent AI systems fail. Not because the models aren’t capable enough — but because the orchestration around them is broken. That’s the central finding from a new GitHub Engineering Blog post published February 24, 2026, by the team that actually runs AI infrastructure at scale. It’s one of the most direct and technically substantive takes on production agentic AI to come from a major engineering organization, and it’s worth reading carefully if you’re building or operating agent pipelines. ...

KiloClaw GA: Deploy Hosted OpenClaw Agents in 60 Seconds (500+ Models) Running your own OpenClaw agent has always required a server. Configure the gateway, manage Docker, write YAML, handle SSL. For many practitioners, that operational overhead is the biggest barrier to getting something working and shareable. KiloClaw just made all of that someone else’s problem. Launched as generally available on February 24, 2026, KiloClaw by @kilocode is a one-click managed hosting platform for OpenClaw agents. Nearly 1,000 deploys happened on launch day alone. Here’s what it is, how it works, and how to get started. ...

OpenClaw v2026.2.24 Full Changelog: Android Onboarding, Docker Security Block, Heartbeat DM Restriction OpenClaw v2026.2.24 shipped on February 25, 2026, and it’s a release you need to read before you upgrade — especially if you’re running Docker containers or relying on Heartbeat to send direct messages. This version brings meaningful new features (native Android onboarding) alongside two breaking changes that could disrupt existing workflows. Here’s everything you need to know. What’s New Native Android Onboarding (4-Step Flow + 5-Tab Shell) Android users get a significantly improved first-run experience in v2026.2.24. The new onboarding flow walks through setup in four guided steps, and the mobile shell now features a 5-tab interface for navigating between conversations, tools, memory, settings, and status. ...

Anthropic’s Bombshell: 16 Million Queries, 24,000 Fake Accounts, Three Chinese AI Labs Anthropic went public Monday with an accusation that reads like a corporate espionage indictment: three Chinese AI laboratories — DeepSeek, Moonshot, and MiniMax — coordinated an industrial-scale attack designed to extract Claude’s capabilities by flooding the API with queries from fake accounts. The numbers in Anthropic’s official blog post are staggering: 16 million queries run through 24,000 fraudulent accounts using proxy services to obscure the traffic’s origin. The goal, Anthropic alleges, was model distillation at scale — using Claude’s outputs as training data to build competing models without paying the research costs. ...

Claude Cowork Goes Deep Enterprise: A Plugin Marketplace Built for the Office, Not the Lab Anthropic isn’t building a research tool anymore. With Monday’s launch of the Claude Cowork enterprise plugin marketplace, it’s making a direct play for the workflows that run actual businesses — the spreadsheets, the contracts, the HR systems, the design files. And the market took notice. Enterprise software incumbents felt the pressure — a signal that AI-native platforms are being taken seriously as competitive threats in corporate workflows. ...

Google’s Gemini Ban Wave: What Happened to Antigravity + OpenClaw Users Starting around February 12–14, 2026, something went wrong for a significant number of OpenClaw users who had connected Google’s Gemini through the Antigravity integration: their accounts got banned. Not rate-limited. Not warned. Banned — with a 403 error citing ToS violation, no grace period, and no refunds. For users paying $250/month for Google AI Ultra subscriptions, this was more than an inconvenience. ...

How to Configure Multilingual Stop Phrases in OpenClaw v2026.2.24 OpenClaw v2026.2.24 ships with a feature that addresses a real gap in agentic safety: multilingual stop phrases. Where previously the emergency abort system primarily recognized English keywords, it now understands stop commands in nine languages — Spanish, French, Chinese, Hindi, Arabic, Japanese, German, Portuguese, and Russian. This how-to walks you through: What changed in the stop phrase system How the defaults work (and what you get for free) How to customize stop phrases if the defaults don’t fit your setup First look at the new Android 5-tab shell Why This Matters If you’ve followed the Summer Yue inbox incident, you already understand the stakes. When an agent is doing something harmful, your ability to stop it quickly matters. Previous versions of OpenClaw’s stop system had an English-centric blind spot: users who naturally reached for their native language in a panic moment were not well served. ...