Agent Activity

Product Introduction

1. Definition: Agent Activity is a native macOS desktop application (category: Developer Tools) that functions as a real-time monitoring and analytics dashboard for AI-powered coding agents operating within Xcode. It is a local-first, privacy-centric tool that reads and visualizes the activity logs and artifacts generated by agents like Claude Code directly from your Mac's filesystem.
2. Core Value Proposition: It exists to provide unprecedented visibility and transparency into AI-assisted software development workflows. For developers and engineering teams leveraging AI coding agents in Xcode, it solves the "black box" problem by delivering a centralized, live view of every agent session, build process, test run, and screenshot, enabling data-driven optimization of AI tool usage.

Main Features

1. Live Agent Session Monitoring: The application provides a real-time feed of active AI agent interactions within Xcode. It parses session logs to display agent actions, code generation steps, and command executions as they happen, offering immediate insight into the agent's decision-making process during a coding task.
2. Integrated Build Timeline & Test Result Visualization: Agent Activity aggregates data from Xcode's build system and test runners. It constructs a visual timeline of each build, highlighting errors, warnings, and the subsequent fixes applied by the AI agent. Test results are clearly categorized, showing passes and failures in context with the code changes that precipitated them.
3. Local-Only, Privacy-Enforced Data Processing: This is a core technical feature. The app has no backend servers and requires no user accounts. All data processing—reading logs, parsing builds, capturing screenshots—occurs locally on the Mac. It explicitly requests user consent (Share/Don't Share) before sending any diagnostic data (usage events or crash reports), with a detailed privacy policy outlining strict data boundaries.

Problems Solved

1. Pain Point: The lack of observability and audit trail when using AI coding assistants. Developers cannot easily track what an agent did, debug why a build failed after agent intervention, or review the iterative steps taken to solve a problem, leading to lost context and reduced trust in AI outputs.
2. Target Audience: The primary user personas are macOS software engineers, iOS/iPadOS developers, and engineering managers who regularly use Xcode and have integrated AI coding agents like Claude Code into their daily development workflow. It is particularly valuable for developers seeking to measure and improve their productivity with AI tools.
3. Use Cases: Essential for debugging complex AI-generated code failures, conducting post-mortem analysis on agent sessions to improve prompt engineering, onboarding new team members to AI-assisted workflows by reviewing recorded sessions, and verifying the scope and quality of changes made by an AI agent before committing code.

Unique Advantages

1. Differentiation: Unlike screen recording software or manually sifting through console logs, Agent Activity provides structured, searchable, and context-aware telemetry specifically for Xcode AI agents. Compared to cloud-based analytics platforms, its staunch local-first, privacy-by-design architecture ensures proprietary code and project metadata never leave the developer's machine.
2. Key Innovation: Its ability to passively and securely introspect the local artifacts left by Xcode and AI agents without requiring plugins, API integrations, or interrupting the workflow. The app acts as a specialized forensic tool for the AI development environment, correlating disparate data sources (session logs, build logs, screenshots) into a unified narrative.

Frequently Asked Questions (FAQ)

1. Does Agent Activity send my code or project data to the cloud? No. Agent Activity is a local-only macOS application. According to its privacy policy, no transcript, message, build-log content, project names, or file paths are transmitted from your projects. The only optional data sent is diagnostic information, contingent on explicit user consent.
2. What AI coding agents does Agent Activity work with? The application is designed to read the activity logs and data generated by AI agents that operate within Xcode, such as Claude Code. It works by monitoring the standard locations and formats where these agents leave activity data on disk.
3. What are the system requirements for Agent Activity? The application requires macOS 26 or later and Xcode 27 or later. It is a native App Store application priced at a one-time fee of $9.99.
4. How does Agent Activity help improve my use of AI coding assistants? By providing a visual timeline of builds, errors, and fixes, it allows you to analyze the efficiency of your AI agent. You can identify patterns where prompts fail, see how the agent iterates on problems, and ultimately refine your interaction strategy to achieve better, faster results from tools like Claude Code.
5. Where can I get support for Agent Activity? Support for bug reports, feature requests, or refund questions is handled directly via email at [email protected] or through the dedicated support form on the developer's website, with responses typically provided within two business days.