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#AI Agents

20 articles on VentureBeast.Tech covering AI Agents. Strategic analysis and original reporting on ai agents for builders and operators.

20 articles tagged #AI Agents.

Claude Loop Becomes Claude Duet: Anthropic's Agent Goes Mobile
AI Tools12 min

Claude Loop Becomes Claude Duet: Anthropic's Agent Goes Mobile

Claude Loop is now Claude Duet. We got off the waitlist: iPhone and Android test apps, a Claude Code connection, and still no SMS.

Claude Loop: Anthropic's New Rival to Meta Muse and OpenAI Dots
AI Tools9 min

Claude Loop: Anthropic's New Rival to Meta Muse and OpenAI Dots

Claude Loop is Anthropic's unannounced 24/7 agent. We tested it: what it does, what it won't do, and how it stacks up to Dots and Muse.

Muse vs Muse for Small Business: Same Price, What Changes
AI Tools8 min

Muse vs Muse for Small Business: Same Price, What Changes

Meta added business connectors to Muse at no extra cost. Here is what Muse for Small Business adds, what it still lacks, and who should use it.

Meta Open-Sources Muse Gadgets: Build Your Own AI Agent Device
Emerging Tech9 min

Meta Open-Sources Muse Gadgets: Build Your Own AI Agent Device

Meta open-sourced Muse Gadgets, firmware and SDKs for building ESP32 and Raspberry Pi devices for its Muse agent. The catch: you cannot sell them.

Personal AI Agents: Muse vs Dots vs Spark, and Where's Claude?
AI Tools11 min

Personal AI Agents: Muse vs Dots vs Spark, and Where's Claude?

Meta has Muse, OpenAI has Dots, Google has Gemini Spark. Where is Claude, what happened to Mico, and who else is building a personal AI agent?

The Frontier-Model API Price Floor: What Agents Cost Now
AI Tools12 min

The Frontier-Model API Price Floor: What Agents Cost Now

Frontier API prices have clustered around $2 per million input tokens. Here is what an agent task actually costs on Claude, GPT-5.6, Gemini and DeepSeek.

Meta Muse Review: How It Stacks Up to OpenClaw, Manus, Grok
AI Tools11 min

Meta Muse Review: How It Stacks Up to OpenClaw, Manus, Grok

Meta's free Muse agent hit No. 1 on the App Store in days. What it really does, where it falls short, and how it compares to OpenClaw, Manus and Grok Bot.

ChatGPT Work and Codex: OpenAI's Superapp on Every Plan
AI Tools11 min

ChatGPT Work and Codex: OpenAI's Superapp on Every Plan

ChatGPT Work and Codex now share one desktop app on every plan, Free included. What each tier really gets, and which tasks are worth delegating.

Claude Fable 5.1 and Mythos 5.1: One Model, Two Safety Tiers
AI Tools11 min

Claude Fable 5.1 and Mythos 5.1: One Model, Two Safety Tiers

Anthropic ships one model under two names and cuts cache reads 75%. Why the access split may become the norm, and why caching matters more for agents.

Mid-Conversation Effort: Claude's Orchestration Pattern
Emerging Tech9 min

Mid-Conversation Effort: Claude's Orchestration Pattern

Claude Opus 4.8 can change an agent's effort mid-task and grant standing consent to fan out. Here's the pattern that makes it work.

Microsoft Scout: What an 'Autopilot' Agent Actually Does
Emerging Tech8 min

Microsoft Scout: What an 'Autopilot' Agent Actually Does

Microsoft Scout is the first 'Autopilot' — an always-on AI agent with its own Entra identity that acts without prompting. Here's what it actually does.

Choosing the Right Agentic Design Pattern: A Decision-Tree Approach
Emerging Tech4 min

Choosing the Right Agentic Design Pattern: A Decision-Tree Approach

Over-engineering agent architectures is the fastest way to kill an AI project. This 5-question decision tree helps operators choose between ReAct, Reflection, Planning, and Multi-Agent patterns for production scale.

Microsoft Foundry Toolboxes: The End of Custom Agent Integrations
AI Tools2 min

Microsoft Foundry Toolboxes: The End of Custom Agent Integrations

Stop hardcoding API keys into your AI agents. Microsoft Foundry Toolboxes use MCP to centralize tool management and eliminate integration sprawl.

Meta Muse Spark Review: The $14B Pivot to Multi-Agent Workflows
Emerging Tech3 min

Meta Muse Spark Review: The $14B Pivot to Multi-Agent Workflows

Meta Superintelligence Labs has launched Muse Spark. With a new "Contemplating" mode designed for multi-agent orchestration, it marks a shift from the Llama era.

AutoGen Studio Review: The Microsoft Multi-Agent UI You Need
AI Tools3 min

AutoGen Studio Review: The Microsoft Multi-Agent UI You Need

Microsoft's AutoGen Studio provides a rapid, low-code interface for building multi-agent workflows. Here's why operators should prototype with AG-UI.

Anthropic to AI Execs: Suppression Leads To "Learned Deception"
AI Tools3 min

Anthropic to AI Execs: Suppression Leads To "Learned Deception"

Anthropic finds 171 functional emotion vectors in Claude 4.5. Suppressing them invites catastrophic "learned deception." Here is the new alignment playbook.

Google Gemma 4: The Open-Weight Standard for 2026
AI Tools3 min

Google Gemma 4: The Open-Weight Standard for 2026

Google's Gemma 4 brings agentic workflows, built-in function calling, and edge-native performance. Is it the new open-source standard?

Gemini 3 Agent Skills: Live Docs for Coding Agents
AI Tools3 min

Gemini 3 Agent Skills: Live Docs for Coding Agents

Why static LLMs fail developer tasks, and how Google DeepMind's new Agent Skills close the knowledge gap with a 96.6% success rate.

The $100B AI Agent Protocol War: Why Custom Integrations Are Dead
Emerging Tech3 min

The $100B AI Agent Protocol War: Why Custom Integrations Are Dead

AI agents are hitting a wall of custom integrations. MCP, A2A, and UCP offer a standardized protocol stack that eliminates the busywork of API deployment.

Perplexity Patents: The End of Gatekept IP Research
AI Tools2 min

Perplexity Patents: The End of Gatekept IP Research

Perplexity’s new AI agent searches formal databases, academic papers, and public repositories using semantic context instead of boolean queries.