Architect's Notebook

The Architect's Notebook is our collection of long-form thought process documents plus selected transcripts with LLM chat interfaces and agentics that were worth preserving.

Some documents remain sealed for now, but the public index keeps the full chronology intact so you can see what's live versus pending release.

Applied Concepts

ACE is built from the best ideas in FOSS, advanced AI alignment, agentic co-working, Model Context Protocol (MCP), and realtime compliance automation. This section aggregates primers we rely on while engineering ACE::LIBRARY, REGISTRY, LEDGER, and StateGuard.

Expect living notes on: reproducible research capture, MCP bridge blueprints, safety envelopes for autonomous agents, and how we blend open-source intelligence with proprietary domain controls.

Terminology Bank

The vocabulary that powers ACE—from LAP::CORE call-outs to RAT anchor IDs—is tracked in a living glossary. It anchors definitions so every agentic and human collaborator speaks the same language.

Research & Papers

Published research, market analysis, and position papers informing ACE strategy and engineering direction.