This is the Linux app named AutoAgent AI whose latest release can be downloaded as autoagentsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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AutoAgent AI
DESCRIPTION
AutoAgent is an experimental AI framework focused on autonomous agent engineering, where a meta-agent iteratively improves another agent’s architecture without direct human intervention. Instead of manually tuning prompts or workflows, developers define high-level goals in a configuration file, and the system continuously modifies its own tools, orchestration, and logic based on benchmark performance. It operates through a loop of testing, analyzing failures, and refining the agent’s configuration to maximize a scoring metric. The framework uses a single-file agent harness combined with structured tasks and evaluation suites to guide optimization. It runs inside Docker for safe execution and reproducibility. This approach shifts agent development from manual design to automated optimization. The system is particularly useful for building domain-specific agents that need continuous performance improvement.
Features
- Self-optimizing agent harness through meta-agent loops
- Benchmark-driven evaluation and scoring system
- Single-file architecture for agent configuration
- Docker-based sandboxed execution environment
- Automated modification of prompts tools and orchestration
- Task-based evaluation using structured test suites
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/autoagent-ai.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
