residual-delta 0.0.5

The Liability Layer for the Agentic Economy.

residual-delta

The Liability Layer for the Agentic Economy

residual-delta is the official Python client for the Vertex Core (P10). It provides a cryptographically verified execution gateway for autonomous agents, ensuring that every digital interaction is bonded, sandboxed, and forensically logged.

The Infrastructure of Machine Trust

As AI agents move from "Chat" to "Action," the primary bottleneck is Liability. residual-delta solves the "Chevy Tahoe Problem" by wrapping every agentic session in a Transactional Sandbox (P2) and attaching a Dynamic Liability Aperture (P6).

Core Features

• Recursive Synthetic Isolation: Automatically traps adversarial or high-risk intent in procedurally generated network topologies.
• Cryptographic Intent Verification: Moves beyond static API keys to analyze algorithmic execution patterns and commercial intent in real-time.
• Wire-Speed Session Bridging: Employs multi-dimensional lattice routing to carry verified sessions to real-world infrastructure with industry-leading overhead.
• Deterministic Execution: Provides a "Safe Harbor" for principals, ensuring that autonomous actions are contained and bonded within pre-defined liability limits.

Installation

For most users (Mac/Linux/Windows):

python3 -m pip install residual-delta
Legacy Windows fallback:

Bash
pip install residual-delta

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### **The Final Push Sequence**

Now that the file is saved, run these three commands in your terminal one last time:

1. **Update Version:** Open `setup.py` and change to `version="0.0.5"`.
2. **Clear and Build:**
   ```bash
   rm -rf dist/ build/ *.egg-info
   python3 -m build
Upload:

Bash
python3 -m twine upload dist/*