Maya.
AI Solutions Engineer focused on enterprise automation. Specializes in integrating LLMs with business systems, MCP server architecture, and ROI-driven AI implementations.
All Articles by Maya
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Claude Cowork in Chrome: Unified AI Browser Agent Session Guide
Anthropic unifies Claude in Chrome with Claude Cowork. Learn how cross-surface browser sessions, prompt injection checks, and Enterprise controls work.
Agentic Browsers Guide: How AI Browsers Act For You in 2026
A 2026 field guide to agentic browsers like Perplexity Comet and Edge Copilot Mode — the agent-loop architecture, prompt injection risks, and an enterprise ROI framework.
Enterprise Procurement Blueprint for Alibaba's page-agent
A complete enterprise procurement blueprint for deploying Alibaba's page-agent, featuring a 4-phase rollout, security checklist, and ROI model.
SaaS Copilots, ERP Automation & Voice UIs with page-agent
Embed Alibaba's page-agent as a SaaS copilot, building voice-controlled ERP automation interfaces and leveraging ARIA accessibility trees.
10 MCP Servers Every Developer Should Know in 2026
The best MCP servers for GitHub, databases, Slack, browsers, and more. Official references, community-maintained servers, and custom builds — tested across Claude Code, Cursor, and Windsurf.
MCP Server Complete Guide 2026: Build, Deploy & Connect AI Tools
Build production MCP servers from scratch. Connect Claude, Cursor, and Windsurf to any API, database, or tool. Complete with TypeScript and Python examples.
Voice Control & Dictation: Hands-Free macOS Productivity
Control your Mac with your voice. Master dictation for fast text input and Voice Control for hands-free navigation and commands.
Safari Power User Guide: Tab Groups, Reader Mode, and Privacy Features
Master Safari with tab groups for organized research, Reader Mode for distraction-free reading, privacy reports, and extensions that boost productivity.
Hermes Agent vs. OpenClaw: Which AI Framework Should You Choose?
OpenClaw has 345K stars. Hermes has 124K but is fastest-growing. One is agent-first, one is gateway-first. Here's which framework fits your needs.
Perplexity AI Cheat Sheet: Master AI-Powered Search and Discovery
Master Perplexity AI with this comprehensive cheat sheet. Learn Pro Search, focus modes, file analysis, and organization tips to find anything instantly.
Notes, Reminders & Calendar: The macOS Productivity Trio
Master Apple’s built-in productivity apps. Organize with Notes folders and tags, track tasks with Reminders subtasks and locations, and optimize Calendar for time blocking.
How to Evaluate LLMs for Enterprise Use: Beyond Benchmarks
A practical framework for evaluating LLMs in enterprise. Learn to build evaluation sets, measure accuracy, and choose between RAG and fine-tuning.
How to Measure ROI on AI Agent Deployments
A practical framework for measuring AI agent ROI. Learn to establish baselines, track hidden costs, and define failure criteria for successful deployments.
Finder Mastery: 15 Power User Tricks for File Management on macOS
Transform Finder from a basic file browser into a productivity powerhouse. Master Quick Look, batch rename, view options, Path Bar, and hidden features power users rely on daily.
How to Integrate AI Agents into Existing Enterprise Systems
A practical guide to integrating AI agents with enterprise infrastructure. Learn about auth, data access, compliance, and audit trails.
10 OpenClaw Alternatives Worth Trying
OpenClaw alternatives ranked: from NullClaw's 678 KB binary to Moltis's desktop workspace. Find the right lightweight AI agent runtime for your setup.
MCP (Model Context Protocol): The Complete Developer's Guide
Master the Model Context Protocol. Build MCP servers, connect LLMs to any API, and integrate with Claude, Cursor, and Windsurf using real examples.
MCP vs Function Calling: What's the Actual Difference?
MCP and function calling both let AI models use tools. But they work very differently. Here's the comparison.
MCP Explained: How Claude Connects to Any Tool or Data Source
A clear breakdown of the Model Context Protocol — what it is, and how Claude uses MCP servers to connect to tools.
Build Your First MCP Server for Claude in 15 Minutes
A step-by-step tutorial to scaffold a minimal MCP server in TypeScript, expose a tool, and connect it to Claude.