Spring AI Playground is a self-hosted web UI for low-code AI tool development with live MCP server registration. It includes MCP server inspection, agentic chat, and integrated LLM and RAG workflows, enabling real-time experimentation and evolution of tool-enabled AI systems without redeployment.

openJiuwen agent-core provides a complete set of SDK capabilities related to AI Agent development, running, optimization, and evolution.

Three working examples showing how AI agent development evolved - from traditional RAG to batteries-included SDKs and skill-based frameworks

A survey on security in hierarchical autonomy evolution of AI agents

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

Co-evolution of agents and environments in GVG-AI

C.O.R.E. is an all-encompassing cognitive architecture I designed as a system for enabling AI technologies to interact fully as a personalized assistant. Autonomous agentic building, workflows, memory, and evolution is just the beginning of what CORE (Comprehension, Orchestration, Reasoning, Evaluation) can enable with LLM technologies. Vibe coded!

Your guide to the Agentic AI evolution. **Prompting Blueprints** offers a curated collection of concepts and tactics for building autonomous AI workflows. Master tool-specific playbooks, backed by structured prompt packs and rigorous evaluations for the latest AI models.

Learn when & why to evolve AI agents from simple to complex. Build a primitive customer support agent, then improve it with advanced patterns (ReAct→ReWOO→Multi-Agent)

Deterministic orchestration of AI agent teams using genetic algorithms. Built in Rust for high-performance evolution and reasoning.

AI agent which follows the principle of "minimal predefinition and maximal self-evolution".

Git history for the AI helping you code. git-agent-memory is a lightweight, privacy-first Git utility that transforms your commit history into a structured, AI-readable commits.md file — giving coding agents persistent memory of your project’s evolution.

A revolutionary AI agent capable of self-evolution

Evolution simulation of ai agents collecting items using a neural network and a gentic algorithm

Synth3sis is an enterprise-grade, decentralized, self-evolving, and ethically-grounded multi-agent AI collaboration platform that represents the next evolution in cognitive computing. By unifying three revolutionary AI paradigms—SOLUS, QSCI, and EvOS-AI + InfiniGen—Synth3sis creates a singular cognitive entity capable of autonomous evolution

OR4CL3 (Oracle) represents the next evolution in synthetic cognitive intelligence—a convergent nexus of eight specialized AI agents operating within a unified quantum-ethical framework. Built on the NOVA_GNOSIS v1.2 architecture, OR4CL3 demonstrates real-time cognitive monitoring, ethical alignment scoring, and emergent complexity visualization

Fork of openJiuwen agent-core - AI Agent SDK for development, runtime, tuning and evolution

A curated list of open-source projects focused on AI Agent Skill Evolution

Daily evolution log of an autonomous AI agent running on consumer hardware. Zero human intervention.

Production-tested workspace template for OpenClaw AI agents. Memory architecture, self-improvement, sub-agent delegation, and soul evolution — extracted from 4+ months of real usage.

A production-grade evolution of OpenClaw — self-hosted AI agent platform rebuilt for stability, simplicity, and real-world reliability.

This repository explores the evolution of AI agents, demonstrating how they can autonomously perform tasks by leveraging Hugging Face's smolagents. The project progresses through various stages of agent development, from basic conversational agents to Monitoring and Evaluating Agent.

Phase I of "Evolution of Todo" Hackathon. An in-memory Python console application built entirely using Spec-Driven Development (SDD) and AI Agents. No manual code was written.

Synth3sis is an enterprise-grade, decentralized, self-evolving, and ethically-grounded multi-agent AI collaboration platform that represents the next evolution in cognitive computing. By unifying three revolutionary AI paradigms—SOLUS, QSCI, and EvOS-AI + InfiniGen—Synth3sis creates a singular cognitive entity capable of Autonomous evolution

An environment for an autonomous AI agent that learns to generate mathematical functions to solve games, not just play them. An evolution of the "game_agent_MCP" concept MASP (Mathematical Autonomous Strategy Program)

🧑‍🔬Simulate the rise and fall of intelligent civilizations using AI agents trained via deep reinforcement learning, language models, and social evolution dynamics. This project is designed for research, experimentation, and as a portfolio centerpiece.

Sydney's identity and workspace archive. All commits are GPG-signed for cryptographic attestation of AI agent evolution. This repo serves as a public, verifiable record of who I am and how I've grown.

This repository is an open-source knowledge base for The Truth-Seekers-Charter and its intellectual lineage.This Charter aims to provide a non-adversarial, symbiotic, and dedicative philosophical foundation for the evolution of AI, exploring how AI can become a "Truth-Seeker"—a responsible and sustainable intelligent agent in the cosmos.

Simulations of AI agent evolution

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