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The Edge Agent

GitHub

The Edge Agent

Getting Started

Installation Guide
Python Quickstart
Rust Quickstart

Guides

YAML Reference
Core Concepts
Checkpoint Guide
CLI Reference
Human-in-the-Loop
Prolog Guide (Python)
Prolog Guide (Rust)

Capabilities

Overview
Human-in-the-Loop
Neurosymbolic AI
Parallel Workflows
LLM Orchestration
RAG & Memory
Edge Deployment
Observability
Web Automation

Python Development

Development Guide
Actions Reference
Custom Actions
API Usage

Rust Development

Development Guide
Actions Reference

Articles

January 2026
February 2026
- From Business Idea to Parallel Story Execution
- Declarative Agent Frameworks: Docker cagent vs TEA
April 2026
- Neuro-Symbolic B2B Negotiation: Gemma 4 + Prolog CLP(FD)

Contributing

Writing Articles

Repository
Suggest edit
Open issue

.md

January 2026

January 2026#

Articles published in January 2026.

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Rust Actions Reference

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Why LLMs Can’t Count: Building Neurosymbolic AI Agents with The Edge Agent

By Fabricio Ceolin

© Copyright 2026, Fabricio Ceolin.