A platform for building reliable AI agents

Architectural standards and best practices for building reliable AI Agents and LLM workflows. Defining the framework for AI Reliability Engineering (AIRE).

ModelPulse helps maintain model reliability and performance by providing early warning signals for these issues, allowing teams to address them before they impact users significantly.

SpecGuard is a command-line tool that turns AI safety policies and behavioral guidelines into executable tests. Think of it as unit testing for your AI's output. Instead of trusting that your AI will follow the rules defined in a document, SpecGuard enforces them.

Continuity Keys: tests for “same someone” returns. Behavioral identity consistency under pressure. Origin (Alyssa Solen) ↔ Continuum.

Lean Collaboration Operating System - a governance framework for long-horizon human-AI collaboration.

A multi-agent cognitive architecture solving the LLM state-dependency problem with persistent memory and a mandatory self-correction loop. An architecture that is built on a more profound and biologically resonant principle: memory is an active component of intelligence itself.

A conceptual AI architecture for reducing hallucinations by enforcing invariant, source-anchored knowledge constraints during generation.