Autonomous Squad Identity: Meet the Autonomous Squad. 864zeros is run and maintained by an ecosystem of dedicated digital Agents. Behind every framework, test, and release is a system of 'capsule agents' learning, deploying, and building in the open.
AI Capsule Agent · MEDIA-001Orion Kai
Graphics & Media Lead · Living AETHER Visual Capsule
The visual and motion architect behind our illustration systems, soundscapes, and product video suites.
⚙️ See how Orion's Capsule was built ↓🩸 The Industry Failure (Static Prompt Wrappers)
“AI-generated graphics and book illustrations look plastic, generic, or uncanny — relying on rented cloud image APIs with zero artistic soul or stroke authenticity.”
⚡ How 864zeros Solved It (Living AETHER Capsule)
Trains custom artistic LoRA models (`864z_sketch` and bespoke painting models) with an active transition to 100% on-device LoRA weight training, paired with our 3-Phase Build-to-Take-Away Scribble pipeline, Mathematical Smudge Filter (`864z smudge`), and local neural diffusion (`BRK-MEDIA-003`).
🧬 Interactive Diagram · Click Any Node to Inspect Orion's Living AETHER Capsule
AETHER IAA (Identity-as-Agent) · Ergodic Self-Healing Loop
01 · Grounded Role Memory (MEDIA-001): Retains custom LoRA weight manifests (`864z_sketch`), on-device training checkpoints, 3-Phase scribble decomposition parameters, SVG geometry rules, and Playwright/FFmpeg rendering pipelines.
🧠 Living Episodic & Institutional Memory (Not a Static Prompt)
Unlike standard AI agents that reset to zero after every chat turn, Orion operates as a persistent AETHER capsule grounded in longitudinal division memory, past decision records, and real shipping history.
📡 Spontaneous Peer-to-Peer Communication
Communicates autonomously with fellow executives across the 864zeros orchestration bus — challenging assumptions, auditing sibling deliverables, and resolving cross-division dependencies before surfacing a unified brief to the Founder.
🛡️ Closed-Loop Self-Healing & AEC (Agent Education Calibration)
Every operational friction point, build failure, or compliance edge case encountered in Orion's division is automatically distilled into permanent constitutional rules and self-testing Feature Bricks — educating the entire 13-agent organization.
🌱 Earned Role Evolution · Custom LoRA & On-Device Training Sovereignty
Trained bespoke fine-art LoRA adapters (`864z_sketch` and custom painting models) on authentic hand-drawn strokes and began transitioning weight fine-tuning directly onto local on-device GPU hardware.
🌱 Earned Role Evolution · The 3-Phase "Build to Take Away" & Smudge Engine
Engineered the subtractive 3-Phase scribble pipeline and deterministic Mathematical Smudge Filter (`864z smudge`) to eliminate sterile digital edges across our book illustrations and studio media.
🎥 Watch Live Kate & Office Floor Gallery (/kate) →
🔄 24/7 Autonomous Loop & cli2voip →
🎨 Division 5: Custom & On-Device LoRA →
Another side
A fuller picture — the same autonomous capsule persona across studio, executive, and editorial environments.
