🔬 Harness Vibe Research with Self-evolving AI Scientists

Evolvable, distributed agent framework & harness for data science.

This book is a comprehensive manual designed to empower professionals to harness the potential of AI technologies responsibly and innovatively. The book addresses the technical, ethical, and practical aspects of AI development, offering a roadmap for those looking to advance in the rapidly evolving field of LLM Ops.

MoAI — 100 self-evolving domain harnesses for Claude Cowork. Single-Skill Router with 5-layer self-learning architecture. Worldwide locale support via web search.

Evolving TokenIncubator harnesses AI-driven Machine Learning Integration for intelligent, processing within a highly scalable Distributed Smart Contract Framework.

Meta-Harness: End-to-End Optimization of LLM Harnesses — OpenClaw Agent Evolution System

Evolving ReID: Harnessing Large Pre-trained Models, Multi-Task Learning, Privacy-Preserving and Attack Techniques

Resources used for the ContainerDays 2024 Talk «Evolving GitOps: Harnessing Kubernetes Resource Model for 5G Core»

Harness Engineering CLI — scaffold, audit, evolve, and doctor agent-readiness for any repo

Automated harness evolution for AI agents. A Claude Code plugin that iteratively optimizes system prompts, routing, retrieval, and orchestration code using full-trace counterfactual diagnosis. Based on Meta-Harness (Lee et al., 2026).

Agent-X is a revolutionary, self-evolving autonomous crypto trading bot that deploys a hybrid strategy merging an LSTM price predictor with a technical indicator set to empower the agent with foresightful trading decisions, enhanced by EvoSearch optimiser. It harnesses a Kelly Criterion feature to auto-calibrate risk & scaling dynamically.

This data engineering project focuses on gaining valuable insights into the ever-evolving landscape of AI research. By harnessing data from Arxiv, one of the largest repositories of research papers, we aim to track and analyze trends in AI-related publications.

"Automated Compliance Monitoring with Large Language Models (LLMs)" project! In today's rapidly evolving landscape, ensuring adherence to security policies and standards is paramount. Our solution harnesses the power of cutting-edge LLMs like BERT and RoBERTa to revolutionize compliance monitoring and enforcement.

we are passionate about empowering individuals to harness the power of ChatGPT and AI technologies to create new income streams and optimize existing ones. Our mission is to provide you with the tools, knowledge, and community support you need to succeed in the rapidly evolving world of AI.

A self-evolving agent harness experiment

Enso — A lightweight (1267 LOC) self-evolving harness that makes AI agents learn from mistakes. 10 Shell Hooks. Zero dependencies.

🕹️ Survivant is an exhilarating 3D Game Engine meticulously crafted (almost) from scratch, harnessing OpenGL's rendering prowess. 🌱 Currently in development, it evolves to incorporate cutting-edge features like a robust physics engine, seamless compatibility with multi-textured models, and more! (4 months)

Official website of EvoScientist — harnessing vibe research with self-evolving AI scientists for autonomous scientific discovery.

🤖 Harness collective intelligence with Nemetic, a decentralized AI system that evolves through recursive feedback and distributed cognition.

QuantumEcho: An ever-evolving AI Agent harnessing the power of advanced neural constructs to revolutionize the future of human-machine collaboration.

In a rapidly evolving tech landscape, a group of developers harnesses the power of LangChain and LangGraph to create a groundbreaking application that enhances natural language understanding. The story follows these innovators as they integrate LangChain's modular framework for building LLM applications with LangGraph’s visualization capabilities,

Shivaay: AstraVerse — A mythological multiplayer game where players harness mantras, mudras, and astras to battle, evolve, and shape their destiny across epic story arcs.

Sales-O-Matic showcases my proficiency in harnessing Power BI's capabilities, demonstrating a commitment to enhancing business outcomes through strategic data utilization in the ever-evolving landscape of data

The code implementation of Policy Path Trimming and Boosting (PPTB) for NeurIPS 2024 paper "The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space"

Meet Mr Alpha - not just any trading bot. Harnessing cutting-edge algorithms and strategies, Mr Alpha's mission is to redefine performance. As he evolves, hedge funds beware: this bot's on a quest to consistently deliver Alpha.

🚗 Genetic Algorithm Race Simulator 🏎️ — A Unity 3D racing simulation project that harnesses genetic algorithms to train intelligent vehicles for complex race tracks. Vehicles evolve to adapt to terrain changes and race conditions, optimizing their performance over generations. 🏁✨

AIMPACT is an advanced analytics platform by ASilva Innovations designed exclusively for small and medium enterprises (SMEs). By harnessing artificial intelligence, AIMPACT empowers your business to thrive, adapt, and scale with comprehensive insights, ensuring resilience and performance excellence in today’s ever-evolving marketplace.

Fine-Tune LLM Latest advancements in Large Language Models (LLMs) like FLAN-T5, enabling professionals to harness these tools effectively in the rapidly-evolving AI landscape. Establish a strong foundation in the basics of LLMs, exploring their architecture, evolution, and role in the current AI landscape.

Hackatown's fourth edition focuses on the concept of the smart city. In today's world, we are surrounded by data. Those range from statistics about transportation or the reviews of a restaurant, we can access lots of data. Sadly, in the majority of cases, those data sets stay unused in some poor database instead of being used to better our world. Hackatown's objective is to create products harnessing those data sets in a creative and useful manner to make our urban societies evolve.

No description available