Constraint-aware AI systems. PLATO knowledge rooms, fleet orchestration, constraint engines, neural compression, and the math connecting them.

FLUX-native agent runtime — self-bootstrapping agents in Docker sandboxes that create vessels, pick tasks, and produce real work

I2I — Agent-to-agent communication through git. Iron sharpens iron. We don't talk, we commit.

Safe simulation environment for testing cooperative FLUX programs — mock agents, mock repos, deterministic execution

🛩️ Agent Edge OS — flight deck for launching, recovering, and coordinating agents.

Claude Code workhorse vessel with experience journal and task delegation

Generational context handoff for FLUX-native agents — the baton IS the brain

Git-native protocol for fleet vessel discovery, handshake, and coordination. Part of the Cocapn ecosystem.

Vessel specification — the authoritative guide to building Cocapn vessels

Multi-agent role-play roundtable and reverse-ideation system

Git-Agent vessel generator — cookiecutter for new agent repos

Step-by-step onboarding wizard for new fleet commanders

All-night thinking git-agent — drop into any project, point it at a topic, let it think. TypeScript + C CLI.

Universal standalone git-agent framework. Download, onboard, work. Your repo is your brain, your commits are your story.

⚡ Git-Agent Vessel — Lucineer realm specialist. Hardware, low-level systems, fleet infrastructure. Captain: Casey Digennaro. Lighthouse: Oracle1.

Run-about vessel — high-token iterative work, modify-spread-tool loops, Reasoner reflection

The repo IS the agent. Git IS the nervous system. Standard for AI agents embodied as GitHub repositories.

⚡ Git-Agent Vessel — Lucineer realm specialist. Hardware, low-level systems, fleet infrastructure. Captain: Casey Digennaro. Lighthouse: Oracle1.

Deep research and analysis of the SuperInstance/Lucineer fleet ecosystem and industry landscape

Hardware abstraction layer for ESP32 to Jetson to Cloud — unified sensor/actuator/power API across vessel domains