Awesome Trainings from Cloud Native Computing Foundation Projects and Kubernetes related software

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

Evaluate three types of task shifting with popular continual learning algorithms.

CORe50: a new Dataset and Benchmark for Continual Learning

Source code and datasets for Ekya, a system for continuous learning on the edge.

Ethicore Engine™ is an AI safety, ethics, and compliance platform. This repo consists of the open-source components of Ethicore Engine™ - Guardian SDK; designed to protect your AI applications from prompt injection, jailbreaks, role hijacking, system-prompt extraction, and 100+ additional threat categories through a multi-layer analysis pipeline

Continuous memory + self-improvement for AI agents. Learns how you work, recalls it automatically, no commands. Claude Code & Codex.

Explorations into the proposed Streaming Deep Reinforcement Learning, from University of Alberta

Autonomous self-learning agent plugin for Claude Code — 36 specialized subagents in a 4-tier architecture (analysis, planning, execution, validation), 27 skills, 41 slash commands across 10 categories. Pattern learning, real-time dashboard, full-stack validation, OWASP security. 100% local processing, privacy-first, cross-platform.

Machine Dream - Continuous machine cognition research platform with GRASP loop, dreaming consolidation, and persistent memory. Pure LLM Sudoku solver that learns from experience and consolidates knowledge through AI "sleep cycles."

This research proposed an Advanced DDoS Attack Detection System (ADADS) using a Hybrid Detection Model (HDM) and Continuous Learning Model (CLM) for dynamic adaptation to evolving attack patterns.

PatternEx domain feed: malicious domains detected with AI

🧹 Automated Filtering of Undesirable Web Data to Update LLM Knowledge

comparative evaluation of incremental machine learning methods

Self-Evolving RAG System with ChromaDB for continuous knowledge updates (6x daily), designed to overcome Large Language Model data cutoff limitations.

OSA - The Ultimate Autonomous AI System with Human-like Thinking

Applied Geometric Intelligence (AGI) - See papers for specifics

An automated AI-ready web scraper and daily dashboard designed for developer continuous learning. Stay updated with the latest in tech, frameworks, and market trends from top sources.

SkillLens GitHub Action that turns pull request reviews into personalized learning prompts. Analyzes review comments, detects knowledge gaps, and outputs recommended topics.