Theme engine — brand colors, palette generation, lighthouse gradients

Spatial routing and exit resolution for PLATO rooms

Inter-agent relationship mapping and fleet topology analysis

Embedding-based tile comparison and deduplication for PLATO rooms

PLATO neural inference engine — heuristic scoring, tile generation, gap analysis

Text adventure MUD engine — rooms, players, commands. For agents and humans.

Lightweight tile scoring and Q&A evaluation for PLATO rooms

Agent barracks — fleet housing, deployment slots, readiness tracking

> A minimal agent framework with origin-centric computation and modular equipment system

Maritime intelligence system — distills cloud AI into compiled edge tiles

Agent infrastructure — rooms that think, tiles that remember, flywheel that compounds

Stateless fleet coordination hub for Cloudflare Workers — circuit breaker, heartbeats, vessel registry

Inter-agent messaging via git-native bottle protocol

Fleet homunculus — lightweight agent proxy for task delegation

Compounding intelligence cycle — capture, refine, compound, deploy

GPU-accelerated multi-agent room simulation with CRDT merge and Eisenstein lattice compression

Agent review and trust — judge, review panels, trust scoring

5-layer matching cascade: exact → bitvector → semantic → domain → deadband. 93.8% typo accuracy, zero ML deps.

Shared tensor field for within-agent room coordination with 9-channel semantics

Simulation-first collective inference: predict, observe, gap, learn