Whiteout Protocol
Wave survival, first-person combat and a snowy arena. Two local configurations and a cloud baseline attempted the same prompt.
Explore by task
Ten agentic challenges and one inference suite. Compare attempts at the same prompt, or inspect a single recorded result.
Same task, different setups
Local builds and cloud baselines
Digger 3D
Deterministic grid simulation, excavation and five levels in an isometric Three.js scene.
Hardball 3D
Batting, pitching, fielding and a full inning. Compare the generated games and their recorded checks.
Obby 3D
A ten-stage third-person obstacle course with desktop and touch controls, checkpoints and varied hazards.
Wild West Showdown 3D
A staged long-horizon game build testing planning and state recovery across fresh sessions, with a playable western town and DRAW-based duels.
Long briefs, run by the task-loop orchestrator
Fresh sessions, no human input
Local Model Benchmarks Promo
A 30-second promo for this site from an approved storyboard, the site's design system and a locally made asset pack.
Custom Characters Promo
A 20-second vertical promo video edited with HyperFrames from supplied footage and narration, scored from the rendered video.
Microwave Oven Anatomy
An interactive cutaway of a microwave oven that explains how it heats food, scored against hidden physics cases.
Prefix Cache Anatomy
An interactive figure of an invented machine that explains an LLM server's prefix cache, built with the anatomy skill.
Command-line app
add · import · report · budget · undo
Node.js, no dependencies
Pocket Ledger
A dependency-free command-line finance tracker, planned and built over many fresh sessions with no human input.
Other experiments
Digger Arcade
Completed a playable arcade Digger game and reported end-to-end verification.
Voxel Pagoda Garden
Completed the voxel garden challenge and produced a single-file HTML artifact.
Inference suite
Latency · decode · cache
4K / 16K / 64K context
LLMProbe performance suite
The same checkpoint served by Sushi and MLX-Serve. Inspect decode, latency and cache behaviour at each context rung, including the 64K memory-admission limit.