Software development, game design, and AI research.
Consulting and client work through the Forge.
Forge with usThree-layer brain architecture with task classification, model routing, persistent memory, and a full tool system. Plugin-driven extensibility from the ground up.
Multi-dock architecture connecting coding tools to local inference. Crucible for direct GPU computation, MLX on Apple Silicon, llama.cpp on NVIDIA/AMD/CPU, with optional frontier API mooring for tasks that exceed local capability.
Parses GGUF model weights directly, runs transformer computation on GPU, generates text. No wrappers, no third-party inference servers.
The Flower Garden
We own every layer.
garden.grimvane.aiInference to storage. Every library built and owned by Grimvane.
Projects
Corvath
A modular, plugin-based AI assistant built on three core layers — brain, plugins, and configuration. Task classification, model routing, persistent memory, and a full tool system.
Crucible
Proprietary local inference engine. Parses GGUF model weights, runs transformer computation on GPU, generates text. No wrappers, no third-party servers.
CUBEE
A minimalist 3D puzzle game with rolling cube mechanics, face-relative movement, and procedurally generated paths. Built in Godot with a modular event-driven architecture.
Camellia
Vector memory library. Store text as vectors, search by meaning. Pluggable embedders, pluggable backends, zero opinions about your application.
Shoal
Local AI coding platform. Multi-dock architecture with Crucible, MLX, llama.cpp, and optional frontier API mooring.
Utopia
A session orchestrator for AI-driven development workflows. Risk assessment, technical debt tracking, audit logging, and a plugin system — all coordinated through the Model Context Protocol.
Project Blackbox
[CLASSIFIED]Wisteria
Graph database library. Nodes, edges, traversal, multi-head activation, compressed awareness. Zero opinions about your application.
Dahlia
Structured storage library. Schema-driven collections, field-based queries, filter operators. Zero opinions about your application.
LLM Security Risk Analysis
Published research on large language model vulnerabilities — threat modeling, attack surface analysis, mitigation strategies, and policy recommendations across ten structured sections.
CashCompass
A budget tracking application built around a compass navigation metaphor. Four-direction financial management — income, debt, investments, and goals — with daily snapshots, temporal analytics, and delta-optimized storage.
Beluga Brawls
A full-stack Brawl Stars player and club tracking platform with temporal analytics. Battle history, club membership tracking, adaptive polling, and time-series statistics across a multi-view dashboard.
Play Cubee
The marketing and blog site for CUBEE — featuring an interactive 3D rolling cube visualization, procedurally seeded paths, and a blog discovery system. Built with Three.js and deployed to the edge.
Aethelm Studios
A streaming-focused website for a Twitch creator and artist — live stream integration, an art gallery with 50+ works, a commission system, and infinite scrolling carousel. Pure vanilla stack, no frameworks.
Chris Whitworth
An interactive developer portfolio and blog with a three-panel camera system, animated thought trail connecting ideas, and modal-based blog entries. The personal site of Grimvane's founder.
Need something built?
Websites, apps, games, tools, automations. One person, full ownership, no handoffs.
forge.grimvane.comUntrusted Weights
LLM security research. Risks of open-weight models in sensitive environments. Supply chain threats, prompt injection, model poisoning, and mitigation strategies. Two parts, twenty chapters, attack lab code.
Grimvane
One studio. No investors. Everything built from scratch, everything owned in full. AI assistants, puzzle games, security research, and client work — connected by the same standards and the same person behind each one.