🎞️ FrameHarbor — Temporal Evidence Vault for AI Quality Assurance

FrameHarbor is an ambient, always-on visual journal for software quality workflows. Where traditional QA tools capture a single screenshot at a moment of failure, FrameHarbor continuously weaves a rolling tapestry of frames from your desktop or device viewport, then exposes that tapestry to AI assistants through the Model Context Protocol (MCP). Think of it as a lighthouse keeper for your screen: it never sleeps, it remembers the shape of every wave, and when the storm hits, the beam of evidence is already waiting.

Built for teams who treat quality assurance as an observational science rather than a reactionary chore, FrameHarbor transforms passive screen time into structured, searchable, context-rich artifacts. Each frame is a breadcrumb; each session is a trail; each investigation is a story you can replay frame by frame alongside an AI collaborator.

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🌅 The Philosophy Behind FrameHarbor

Most observability stacks were designed for servers, not for the messy, human, pixel-driven world of front-end behavior. A backend trace tells you a function took 340ms; it will not tell you that the toast notification appeared underneath the modal, that the spinner froze at 87%, or that the cursor visibly crossed into a dead zone. FrameHarbor was born from the conviction that visual memory is a first-class debugging primitive.

The metaphor is a harbor. Ships (events) come and go, but the harbor itself persists — logging tides, weather, and the shape of every hull that passed. FrameHarbor is that harbor for your viewport. It runs quietly in the background, discards what ages out of relevance, and preserves a rolling window of frames that any MCP-aware assistant can later query with natural language.

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🧭 Table of Contents

• Core Capabilities
• Architectural Overview
• MCP Surface Area
• Feature Highlights
• Responsive and Adaptive Interface
• Multilingual Reach
• Availability and Assistance
• Use Cases and Stories
• Search and Retrieval Semantics
• Privacy, Consent, and Boundaries
• Performance Envelope
• Extensibility
• Roadmap for 2026
• Frequently Asked Questions
• Contribution Culture
• License
• Disclaimer

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🎯 Core Capabilities

FrameHarbor is not a screenshot tool with delusions of grandeur. It is a temporal evidence pipeline. Its capabilities stack like sediment: