How much time will I actually save with Fazm?

Most users report saving 45-90 minutes per day on repetitive tasks. The biggest time savings come from email management (drafting replies, sorting, archiving), form filling (expense reports, CRM updates, applications), research (comparing products, gathering data from multiple sites), and social media (cross-posting, scheduling, replying). For example, booking a flight that normally takes 10 minutes of clicking through airline sites takes a single voice command with Fazm. Filing an expense report that requires opening a PDF, extracting numbers, and entering them into a spreadsheet becomes one spoken sentence. The more repetitive and multi-step your daily work is, the more time you get back.

What exactly can Fazm control?

Fazm controls everything you can do manually on your Mac. That includes mouse movements and clicks, keyboard typing, browser navigation and form filling, app switching, file management in Finder, and system-level actions. It uses direct browser DOM control for web interactions - meaning it reads and manipulates the actual page structure rather than taking screenshots and guessing where to click. For native macOS apps, Fazm uses accessibility APIs to interact with buttons, menus, text fields, and other UI elements. This works across any application: Chrome, Safari, VS Code, Slack, Figma, Terminal, Mail, Calendar, and more.

How is Fazm different from ChatGPT or Claude?

Chatbots like ChatGPT and Claude give you answers in a conversation window. Fazm takes action directly on your computer. When you say 'reply to Sarah's email,' Fazm opens your email app, finds Sarah's message, writes a contextual reply, and sends it. A chatbot would tell you what to write, but you still have to do all the clicking and typing yourself. Fazm moves your mouse, types on your keyboard, clicks buttons, and navigates between apps. It is a computer agent, not a chat assistant.

How does the memory layer work?

Fazm builds a personal knowledge graph by extracting information from your files, browsing history, conversations, and daily activity. Over time, it learns your contacts (names, emails, relationships), accounts and credentials, preferences (formatting, tone, scheduling habits), and frequently used workflows. In your first week, you might say 'Reply to Sarah's email, she's my cofounder, her email is sarah@acme.com.' By week four, you just say 'Reply to Sarah' because Fazm already knows who she is. By week eight, Fazm can draft the reply before you even ask. All of this data stays locally on your Mac - your knowledge graph never leaves your machine or gets sent to any cloud service.

Is Fazm safe? Can it mess up my computer?

Safety is built into every layer of Fazm. You watch every action in real-time on your screen - Fazm moves your mouse and types visibly, so there is nothing hidden. You can stop any action at any point by pressing a keyboard shortcut. Fazm also shows you what it plans to do before executing destructive actions like deleting files or sending emails, giving you a chance to confirm or cancel. Because Fazm is open source, the code is fully auditable on GitHub. There is no hidden behavior, no background processes making changes you cannot see, and no actions that bypass your screen.

What platforms does Fazm support?

Fazm currently supports macOS, running natively on both Apple Silicon (M1, M2, M3, M4) and Intel Macs. It is built with Swift and uses macOS-specific frameworks like ScreenCaptureKit for screen analysis and Accessibility APIs for app control, which is why macOS is the primary platform. Windows and Linux support are on the roadmap but do not have release dates yet. You can also control your Mac remotely from your phone using Fazm Remote, which gives you voice access to your desktop while you are away from your computer.

How does Fazm voice input work?

One keyboard shortcut activates push-to-talk. Hold the key, speak naturally about what you need done, and release. Fazm transcribes your speech locally using on-device models, so there is no network latency for the voice recognition step. You do not need wake words like 'Hey Siri' or 'OK Google' - just press and talk. You can also type commands into the floating toolbar if you prefer text input. Fazm understands natural language, so you do not need to memorize specific commands. Say 'book me a flight to Tokyo next Thursday' or 'find the cheapest AirPods on Amazon' and Fazm figures out the steps.

Does Fazm work in languages other than English?

Yes. Fazm works in any language - English, Russian, Spanish, German, Japanese, and more. You can speak or type in your preferred language and Fazm will understand and act. Some of our most active users run their entire workday in Russian, issuing voice commands to manage Jira tickets, write Slack messages, and navigate internal tools. There is no language setting to configure - just speak or type naturally and Fazm handles it.

Is my data sent to the cloud?

Fazm processes screen analysis and memory entirely on your machine. The personal knowledge graph, file indexing, and screen capture all run locally. The only data that leaves your Mac is the intent - a text description of what you want to accomplish, which is sent to the AI model (Claude or GPT) for action planning. Your actual screen content, file contents, browsing history, and personal knowledge graph never leave your computer. Fazm is also open source, so you can verify exactly what data is transmitted by reading the code on GitHub. For users who need complete air-gapped operation, local model support is planned.

CODING & DEVELOPMENT - BLOCKCHAIN

AI Smart Contract Security & Blockchain Automation

Smart contract security requires combining code review, on-chain research, documentation reading, and knowledge of past exploits - all at once. Fazm acts as an AI assistant that works across all your tools simultaneously, helping blockchain developers and auditors move faster through security reviews, research, and development workflows on macOS.

Why Blockchain Security Work Is Slow and Fragmented

A smart contract security audit involves far more than reading code. You need to cross-reference the contract logic against documentation, check Etherscan for deployment details, look up historical exploits for similar patterns, search for related audit reports, and keep track of findings across multiple files. Every one of these steps involves switching between tools and copying information manually.

Even experienced auditors spend significant time on the mechanical parts of the work - navigating blockchain explorers, pulling up specification documents, checking dependency versions, running test suites. These are not the parts that require deep expertise, but they take up a large share of the working day.

Fazm handles the navigation and information-gathering so you can focus on the actual reasoning. Tell it what you are auditing and what you need to know, and it opens the right tools, pulls the relevant data, and presents it in context. The same applies to crypto research and market data - whether you are tracking NSE/BSE stock positions or following a DeFi protocol, Fazm automates the data gathering.

Blockchain Tasks You Can Automate with Fazm

✓"Help with smart contract security for the Arbcore contract"

✓"Review reentrancy guards and access control patterns in this contract"

✓"Research historical exploits similar to this reentrancy pattern"

✓"Open Etherscan and pull the deployment transaction for this contract"

✓"Check Indian stocks on NSE and BSE for this portfolio"

✓"Track share market prices and alert me to movements above 5%"

✓"Read the DeFi protocol documentation and summarize the economic model"

These are real tasks blockchain developers and crypto researchers use Fazm for. From audit prep to market tracking, Fazm handles the research and navigation so you focus on decisions.

How Fazm Assists with Smart Contract Security

Describe the security task

Press the Fazm hotkey and describe what you are auditing or researching. Fazm understands blockchain context, so you can say 'Help me with smart contract security regarding Arbcore - look at the bridging logic and flag any areas that could be exploited.'

Fazm gathers the relevant context

Fazm opens your code editor to the relevant files, navigates to Etherscan or other blockchain explorers to pull on-chain data, and searches for related documentation or audit reports. It assembles all the context needed for a thorough review.

Security analysis and findings

With the context assembled, Fazm reasons through the code and flags potential vulnerabilities - reentrancy, access control gaps, improper privilege escalation, oracle manipulation vectors. For each finding, it explains the risk and suggests a remediation approach.

Research follow-up and documentation

Fazm can look up past exploits that used similar patterns, link to relevant EIPs or security advisories, and help you document findings in a report format. It keeps context across a full audit session so you do not lose track of earlier findings.

Real Scenarios Where Fazm Helps Blockchain Developers

Pre-audit security review for a bridge contract

You are preparing for a formal audit of the Arbcore bridge contract and want to find issues before the auditors do. You tell Fazm: "Help me with smart contract security for Arbcore - focus on the cross-chain message passing logic and any assumptions about validator behavior." Fazm opens the contract files, reasons through the bridging logic, flags a potential validator collusion vector, and links you to a similar past exploit in another bridge protocol. You fix the issue before the external audit begins.

Crypto and share market research automation

You track both crypto positions and Indian equity holdings on NSE and BSE. Instead of opening multiple tabs and manually checking prices every hour, you ask Fazm to monitor your watchlist and alert you when any position moves more than 5%. Fazm checks the relevant market pages on a schedule and notifies you immediately when your thresholds are hit, without you having to keep a browser tab open.

DeFi protocol deep dive

You are evaluating whether to deploy capital into a new DeFi protocol and want to understand the security model. You tell Fazm: "Research this protocol - read the documentation, check for audit reports, pull the contract addresses from Etherscan, and summarize any known risks or governance concerns." Fazm does the full research loop and delivers a structured briefing in minutes.

Why Blockchain Developers and Auditors Use Fazm

Works with your existing tools

Fazm does not replace your editor, blockchain explorer, or audit tools. It works alongside them - navigating between tools and keeping context across your entire audit session.

Handles any chain or protocol

Ethereum, Arbitrum, Solana, BSC, or any other chain with a public explorer. Fazm navigates blockchain data sites exactly like a human would.

Combines code and market research

Use the same tool for security audits and crypto market research. Fazm switches contexts naturally - from reviewing contract code to checking share prices on NSE/BSE.

Frequently Asked Questions

Can Fazm help review smart contracts for security vulnerabilities?

Yes. Fazm can open your contract code in your editor, analyze the logic for common vulnerability patterns like reentrancy, integer overflow, access control issues, and improper use of delegatecall. It reasons through the code with you and suggests specific improvements.

Can Fazm help with blockchain research and on-chain data?

Yes. Fazm can open blockchain explorers like Etherscan, navigate to specific contract addresses, read transaction histories, and extract on-chain data. It can also help you research protocols, read documentation, and compile information about specific DeFi projects.

Can Fazm automate repetitive blockchain development tasks?

Yes. Fazm can automate development workflow tasks like running test suites, opening documentation, navigating between tools, and keeping track of findings during an audit session. It works with your existing development environment on macOS.

Does Fazm work with crypto trading and market research?

Yes. Fazm can navigate to exchange interfaces, pull pricing data, track portfolio positions, and research market conditions across Indian stock markets (NSE/BSE) and global crypto markets. It treats any financial data site like any other website on your Mac.

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Speed Up Your Blockchain Security Work

Download Fazm for macOS and let AI handle the navigation and research so you can focus on finding real vulnerabilities and making better investment decisions.

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