Author

Salome Koshadze

Community Manager

At Webfuse, Salome is responsible for community management and content development. She produces resources, organizes activities, and ensures Webfuse members have the right information they need.

Blog articles by Salome

33

Human Approval Checkpoints for AI Agents (2026)

Human Approval Checkpoints for AI Agents (2026)

Four platforms that pause an AI agent before a high-stakes action and hand the decision to a person. Compare Webfuse, HumanLayer, LangGraph and Velt on where the pause happens, what the reviewer sees, and what each one leaves you to build.

How to Connect an AI Agent to the Live Web: 5 Architectures Compared (2026)

How to Connect an AI Agent to the Live Web: 5 Architectures Compared (2026)

Connecting an AI agent to the live web means choosing an actuation layer. Compare headless browsers, browser-use frameworks, cloud browsers, WebMCP, and live-session actuation across latency, security, and scale.

Headless Browsers vs Live Sessions: Which Is Right for Customer-Facing AI Agents? (2026)

Headless Browsers vs Live Sessions: Which Is Right for Customer-Facing AI Agents? (2026)

Headless browsers run on remote servers; live sessions run inside the user's own browser. Compare both for customer-facing AI agents across latency, authentication, and governance.

5 Best Tools to Let AI Agents Guide Users Through a Website (2026)

5 Best Tools to Let AI Agents Guide Users Through a Website (2026)

The five best tools for letting an AI agent guide a user through a live website in 2026. Compare Webfuse, Cobrowse.io, Alibaba Page Agent, Skyvern and Browserbase on whose browser the agent acts in, human takeover, install requirements and reach.

WebMCP vs MCP: What's the Difference, and When to Use Each

WebMCP vs MCP: What's the Difference, and When to Use Each

MCP and WebMCP are not the same. The architectural difference, when to use each, and how to combine server-side and browser-native tools.

Browser-Use vs. Playwright: Which is Better for AI Agent Control?

Browser-Use vs. Playwright: Which is Better for AI Agent Control?

Browser-Use vs Playwright in 2026 for AI agent control: compare autonomy vs determinism, architecture, MCP integration, performance, cost, and when to choose each (or combine them).

How to Build an AI Support Agent with Alibaba Page Agent

How to Build an AI Support Agent with Alibaba Page Agent

A practical guide to Alibaba's open-source Page Agent: how it works, how to build a support chatbot with it, and where its limits show.

Agentic Coding in 2026: Tools, Benchmarks and Limits

Agentic Coding in 2026: Tools, Benchmarks and Limits

How AI agents now plan, write, test and deploy code: SWE-bench results, productivity impact, leading tools and the challenges that remain.

Lightpanda vs Browser-Use vs Stagehand (2026)

Lightpanda vs Browser-Use vs Stagehand (2026)

Lightpanda, Browser-Use and Stagehand compared for 2026: where each fits, how they trade off speed and determinism, and how to combine them.

Prompt Injection in the Browser: How to Secure Your AI Agent Against Malicious Sites

Prompt Injection in the Browser: How to Secure Your AI Agent Against Malicious Sites

Learn how indirect prompt injection targets browser AI agents, how malicious sites can trigger data leaks or unsafe actions, and which architecture, sandboxing, permission, and approval controls reduce risk.

CDP vs Playwright vs Puppeteer

CDP vs Playwright vs Puppeteer

Compare Chrome DevTools Protocol, Playwright, and Puppeteer for browser automation, including browser support, API design, reliability, and practical use cases.

Agent Browser vs Puppeteer & Playwright

Agent Browser vs Puppeteer & Playwright

Compare agent-browser, Puppeteer and Playwright for AI agents in 2026: browser support, token efficiency and when to use each.

What Is WebMCP? How It Works and How It Differs From MCP

What Is WebMCP? How It Works and How It Differs From MCP

What is WebMCP? How the browser API lets sites expose tools to AI agents, how it differs from MCP, and how to test it in Chrome.

Top 5 Voice AI Agent Failures and How to Fix Them

Top 5 Voice AI Agent Failures and How to Fix Them

The 5 most common voice AI agent failures, from speech recognition errors to lack of empathy, and the practical fix for each one.

Agentforce Full Guide for Sales and Service for 2026

Agentforce Full Guide for Sales and Service for 2026

A practical guide to configuring Agentforce for sales and service in 2026. Covers predictive service, AI-powered cadences, unified data models, low-code automation, and long-term platform governance.

Playwright vs Selenium in 2026: Which Should You Choose?

Playwright vs Selenium in 2026: Which Should You Choose?

Compare Playwright vs Selenium in 2026 across speed, browser support, languages, debugging, and use cases to choose the right browser automation tool.

6 Best MCP Servers for Browser Automation in 2026

6 Best MCP Servers for Browser Automation in 2026

Compare the best MCP servers for browser automation in 2026, including Playwright MCP, Browserbase, mcp-chrome, Browser Use, Webfuse, and Chrome DevTools MCP.

Playwright vs Puppeteer: Which Is Better for AI Agents?

Playwright vs Puppeteer: Which Is Better for AI Agents?

Playwright vs Puppeteer for AI agents in 2026: browser support, locators, reliability on dynamic pages, CDP access and when to pick each.

Enterprise Chatbots: The 2026 Guide to Automation at Scale

Enterprise Chatbots: The 2026 Guide to Automation at Scale

Master enterprise chatbots in 2026. Learn system integration, automation strategies, high-impact use cases, deployment roadmaps, and the evolution toward agentic AI.

Top 10 Enterprise-Grade Conversational AI Platforms for 2026

Top 10 Enterprise-Grade Conversational AI Platforms for 2026

Compare top 10 enterprise conversational AI platforms for 2026: Cognigy, Kore.ai, Genesys, PolyAI, Rasa, LivePerson, Yellow.ai, Capacity, Boost.ai, and Retell AI. Find the best agentic AI solution for your business needs.

5 Omni-Channel Platforms for AI Agents, Compared

5 Omni-Channel Platforms for AI Agents, Compared

Cognigy, Synthflow, Kore.ai, Yellow.ai and Voiceflow compared for building AI agents across voice, chat, SMS and social media.

Cognigy vs. Kore.ai: Evaluating Enterprise AI Platforms for 2026

Cognigy vs. Kore.ai: Evaluating Enterprise AI Platforms for 2026

Compare Cognigy and Kore.ai for enterprise AI automation. Cognigy excels at high-volume voice and customer service; Kore.ai offers multi-agent orchestration across departments. Learn which platform fits your organization's needs.

What's New in ElevenLabs v3: Audio Tags and Dialogue API

What's New in ElevenLabs v3: Audio Tags and Dialogue API

ElevenLabs v3 moves past plain text-to-speech: emotional control, Audio Tags for directing performances and a Text to Dialogue API.

Challenges of Building Reliable Voice AI Agents on Live Websites

Challenges of Building Reliable Voice AI Agents on Live Websites

Why voice agents break on real websites. Direct script injection can't handle changing DOM selectors, page reloads, cross-domain iframes, or complex content. Virtualization fixes these problems.

ElevenLabs API in 2025: The Ultimate Guide for Developers

ElevenLabs API in 2025: The Ultimate Guide for Developers

ElevenLabs API guide with code: text-to-speech, real-time streaming, voice cloning, error handling, and how it compares to OpenAI.

A Deep Dive into ElevenLabs Agent Workflows

A Deep Dive into ElevenLabs Agent Workflows

How ElevenLabs Agent Workflows build voice AI agents visually: Subagents, Dispatch Tools, and a step-by-step customer service tutorial.

The Voice-Enabled Web: 10 Use Cases You Can't Ignore

The Voice-Enabled Web: 10 Use Cases You Can't Ignore

Ten use cases for AI voice agents on the web, from customer support and site navigation to e-commerce checkout and lead qualification.

Top 5 Voice AI Agents for Website Integration in 2026

Top 5 Voice AI Agents for Website Integration in 2026

The top 5 voice AI platforms for website integration in 2026: ElevenLabs, Deepgram, Vapi, Dialogflow and Voiceflow, compared.

Modernize Legacy Systems with Webfuse: Step-by-Step Guide

Modernize Legacy Systems with Webfuse: Step-by-Step Guide

Transform outdated legacy systems instantly with modern interfaces, visual enhancements, and improved functionality using web augmentation technology. No code changes needed.

Legacy System Migration vs Modernization

Legacy System Migration vs Modernization

Compare legacy system migration, incremental modernization, and web augmentation approaches. Learn which strategy delivers the best ROI with minimal risk for your organization's digital transformation needs.

Web Augmentation vs Custom Development

Web Augmentation vs Custom Development

This guide compares web augmentation and custom development, helping you choose the right path for fast fixes, SaaS tweaks, or building core platforms.

Web Augmentation vs Browser Extensions

Web Augmentation vs Browser Extensions

This article compares web augmentation and browser extensions for customizing websites. Browser extensions modify sites client-side, requiring user installation, while web augmentation uses a server-side approach to deliver modified versions without installs. Understanding this core difference in how changes are applied helps in selecting the most suitable method for individual or team-based web customization needs.

Web Augmentation: The Comprehensive Guide

Web Augmentation: The Comprehensive Guide

How Augmented Web Proxies and Virtual Web Sessions modify any website and give AI agents a live session to act in, plus secure co-browsing, automation, and compliance overlays.