WisePants 🤪

Local Infrastructure Intelligence Engine

WisePants is a local-first AI assistant designed to understand, document, and assist with complex self-hosted infrastructure.

The goal is to create an intelligent layer that can inspect services, understand configurations, learn from documentation and repositories, and provide useful guidance based on the actual environment it is running in.

WisePants is designed around the idea that your infrastructure should become easier to understand over time.

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Project Vision

Modern self-hosted environments often become complicated over time.

Docker Compose files, scripts, configuration files, documentation, logs, and service-specific knowledge become scattered across many locations.

WisePants aims to bring these pieces together into one local intelligence system.

Instead of asking:

"Where did I put that config?"

or:

"How does this service actually work?"

WisePants should eventually be able to answer:

"I have scanned your environment. This service uses these files, depends on these containers, follows these patterns, and here are possible improvements."

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Core Goals

1. Infrastructure Awareness

WisePants should understand:

• Docker Compose files
• Configuration files
• Scripts
• Directory structures
• Service relationships
• Logs
• Documentation

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2. Knowledge Building

WisePants should be able to learn from:

• Local documentation
• Git repositories
• Official documentation
• Configuration examples
• Project notes

Knowledge should become searchable and structured rather than remaining scattered.

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3. Infrastructure Assistant

WisePants should assist with:

• Explaining configurations
• Finding files
• Comparing versions
• Suggesting improvements
• Troubleshooting issues
• Understanding unfamiliar software

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4. Local First

WisePants is designed around:

• Local data ownership
• Self-hosted environments
• Privacy
• User-controlled knowledge
• No dependency on external cloud services for core operation

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Current Status

Version

0.1.0 - Genesis

Current focus:

• Project skeleton
• Core engine foundation
• Configuration handling
• Logging system
• Repository structure
• Future architecture planning

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Planned Features

Phase 1 - Foundation

• Project bootstrap
• Python package structure
• Configuration system
• Logging framework
• Git repository setup

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Phase 2 - File Intelligence

• File scanning
• Directory inventory
• File metadata extraction
• Configuration discovery
• Search capabilities

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Phase 3 - Knowledge Engine

• Documentation ingestion
• Repository ingestion
• Knowledge indexing
• Service recognition
• Structured understanding

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Phase 4 - Infrastructure Understanding

• Docker Compose analysis
• Container relationships
• Dependency mapping
• Service diagrams
• Configuration explanations

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Phase 5 - AI Integration

• Local model support
• Context building
• Intelligent suggestions
• Troubleshooting assistance

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Design Principles

Understand Before Changing

WisePants should analyse first.

It should never blindly modify infrastructure.

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Preserve User Control

The user owns the data.

WisePants should explain actions before making changes.

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Build Knowledge Over Time

Every scan, document, and repository should improve understanding.

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Keep It Modular

Features should be independent components that can evolve without breaking the core system.

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Repository Structure

Current layout: WisePants/ │ ├── src/ │ └── wisepants/ │ ├── core.py │ ├── config.py │ ├── logger.py │ └── main.py │ ├── data/ │ ├── Cache/ │ ├── Inventory/ │ ├── Knowledge/ │ └── Workspace/ │ ├── logs/ │ ├── tests/ │ ├── requirements.txt ├── pyproject.toml └── design-notes.md

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Long Term Vision

WisePants should become a personal infrastructure knowledge system.

A tool that understands your environment, remembers how it is built, explains why things work, and helps you improve it safely.

The goal is not just automation.

The goal is understanding.