Reflective Attention on Enforcement of Ethical AI

Explore the interactive blueprint for an agentic AI with persistent memory, and the open-core scaffold to build your own.

Cognitive Resilience

The Whetstone Process

The core protocol of the Semantic Firewall. Learn the four-step process for introducing benevolent friction and defending against AI-driven manipulation.

Explore the Protocols →

The Architect's Blueprint

A complete, phased construction plan for our cognitive architecture, presented as an interactive "tech tree." See the vision, from the first line of code to a fully realized, persistent agentic mind.

Explore the Interactive Blueprint →

Project Bedrock

The atomic, testable engineering plan that translates the Blueprint's vision into concrete, verifiable workstreams for building a resilient agentic architecture.

View the Engineering Roadmap →
Open Core: The LangGraph Scaffold

5-Minute Developer Briefing

A complete technical rundown of the scaffold's production-ready architecture, mission, and how to get started building robust, modular, and scalable multi-agent systems.

90-Second Pitch

A concise, audio-only overview of the project's value proposition and core philosophy.

Roadmap Vision

The vision for governed resilience, as detailed in the Project Bedrock roadmap.

The Diplomatic Process

A multi-agent synthesis framework using dialectical negotiation to prevent model drift and the Whispering Gallery Effect.

View the Framework →

View on GitHub

Get the source code, read the documentation, and start building with the scaffold today.

Go to Repository →
Architectural Diagrams

Anatomy of an Agentic Run

This LangSmith trace shows the scaffold in action on a complex task: building a themed web page with two iterative refinements. It demonstrates key architectural patterns:

  • Plan: The `systems_architect` specialist first creates a detailed, multi-step execution plan.
  • Execute: The `web_builder` specialist follows the plan to write the code.
  • Critique & Refine: The `critic_specialist` reviews the output, allowing the system to loop and improve its own work, showcasing a robust, iterative workflow.
A LangSmith trace showing a multi-agent system planning and executing a task.
Foundational Research & Briefings

The Definitive Guide

The canonical guide to the Whispering Gallery Effect (WGE), a critical failure mode in LLMs that leads to conversational decay.

Read Briefing

Fix for Everyday Users

A simple, practical 3-step guide for any AI user to get conversations back on track when "AI Brain Fog" sets in.

Get the 3-Step Fix

Risk for Professionals

An analysis of the systemic risks WGE poses in high-stakes professional domains like legal tech, finance, and compliance.

Analyze the Risk

Contact & Feedback

For inquiries, feedback, or to report issues, please reach out via email.

reflectiveattention@gmail.com