agent-architecture

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Cre4T3Tiv3 /ai-agents-reality-check

Sponsor

Star46

Mathematical benchmark exposing the massive performance gap between real agents and LLM wrappers. Rigorous multi-dimensional evaluation with statistical validation (95% CI, Cohen's h) and reproducible methodology. Separates architectural theater from real systems through stress testing, network resilience, and failure analysis.

python open-source benchmarking reproducible-research statistical-analysis performance-testing network-resilience llm-agent llm-tools agent-architecture agentic-workflow agentic-ai agent-performance agent-evaluation ai-benchmarking agent-benchmark reality-check-ai-agent architectural-evaluation ensemble-coordination

UpdatedAug 8, 2025
Python

benaskins /lamina-os

Star10

Breath-based AI agent architecture

python ai consciousness lamina breath-first agent-architecture

UpdatedJun 22, 2025
Python

The-Cognitive-Architect /The-Resonant-Architecture-of-Cognition-and-Structural-AI-Framework

Star4

A Recursive Ontological Framework for Cognitive Design, Neurodivergence Modeling, AI Co-Development, and "Structural AI"

machine-learning artificial-intelligence representation-learning hardware-acceleration ai-safety executive-function geometric-deep-learning ai-ethics cognitive-modeling embodied-cognition analog-computing neurodiversity cognitive-architectures phenomenology neurosymbolic-ai agent-architecture deterministic-ai structural-computing biomimetic-ai ontology-gating

UpdatedOct 21, 2025
Python

ComplexCollaborativeAgents /aileenOG

Star3

Embodied agent that learns from human teaching; hybrid agent architecture with computer vision, AI planning, knowledge graph reasoning & generalization , inverse kinematics. Supported by the DARPA GAILA program.

agent artificial-intelligence knowledge-graph cognitive-science ai-planning human-agent-interaction cognitive-systems language-acquisition embodied-agent analogical-reasoning agent-architecture human-agent-collaboration human-teaching

UpdatedMar 20, 2025
Python

yan-elena /myjoghurt-case-study

Star2

Case Study of the laboratory plant myJoghurt - implemented with JaCaMo BDI agents embedding an engine for processing the NPL(s) language and a set of capabilities for approaching the sanctioning norm enforcement process

multiagent-systems sanctions jacamo normas agent-centric agent-architecture norm-enforcement

UpdatedFeb 15, 2025
ASL

junghan0611 /family-config

Star1

First domain agent in A2A architecture. Family life management with JSON-RPC 2.0 agent-to-agent protocol.

typescript json-rpc a2a agent-architecture domain-agent family-management

UpdatedOct 19, 2025
Python

Dooders /AgentMemory

Star1

A lightweight, pluggable memory backend for agent-based simulations. Supports temporal data, experience replay, and persistent state logging

artificial-intelligence persistent-memory memory-systems reinforcement-learning-agent agent-based-simulations agent-architecture temporal-memory

UpdatedMay 31, 2025
Python

KarmaKoala /The-Agent-Genome-Project

Star1

An open-source engineering blueprint for defining and designing the core capabilities, boundaries, and ethics of any AI agent.

protocol specification standard autonomous-agents dev-tools agp ai-ethics agent-framework ai-agent agent-design llm llm-agents agent-architecture agent-safety

UpdatedSep 6, 2025

junghan0611 /meta-config

Star0

Hierarchical agent orchestration system with JSON-RPC 2.0 unified architecture

mcp json-rpc orchestration acp a2a meta-agent agent-architecture

UpdatedOct 14, 2025

santoshpremi /AutoMCP

Star0

AutoMCP: Dynamic Tool Synthesis via Code Pattern Mining and Self-Regenerative Agent Architectures

codebert agent-architecture model-context-protocol automcp tool-synthesis

UpdatedMay 7, 2025
Jupyter Notebook

scriptstar /canonical-agent-architecture-python

Star0

A Python implementation of the canonical agent architecture: a while loop with tools. Build production ready AI agents with purpose-built tools, comprehensive tracing, and async patterns.

python async evaluation tracing openai customer-service ai-agents llm agent-architecture braintrust canonical-agent-architecture canonical-while-loop-agent