git diff for CAD assemblies β two STEP files in, a picture of what changed plus a machine-readable change list out.
A 180mm Γ 106.5mm pen plotter driven by four 28BYJ-48 stepper motors. It can run on any microcontroller with at least 12 output pins, but all my code is written for the Arduino Uno.
OpenJev: open-source, local alternative to Jev. System-One decision models: typed questions in, calibrated probabilities out; general decisions and browser-agent steps.
CRAP: Cycloidal Reducer Algorithm & Parametrizer. Parametric cycloidal gearbox generator (build123d): give it bearings, motor, ratio and eccentricity; get collision-checked, toleranced STEP/STL parts and a live 3D web GUI.
Fast singing-voice acoustic model: harmonic + noise excitation refined into a mel by a 1-step rectified flow (bundled NHVSing vocoder). Multi-speaker + style control; ONNX/OpenUTAU export.
ComfyUI node pack for HyperFlow [Video Rebirth's] 8-step LoRA for MiniMax-H3 (video + audio), ported onto ComfyUI's native MiniMax-H3 model. No ComfyUI core files are modified; no custom sampler is needed.
Rebuild Claude Code's agent harness step by step with LangChain and LangGraph β from agent loops and tools to permissions, subagents, context compaction, memory, and recovery.
Independent Jumper geometry recovery and assembly references: STL, faceted STEP, Blender exploded views, and pilot-fit 3MF. Physical replica not yet validated.
Jev-native probability tree and graph runtime for verifiable multi-step decision making.
TaoMate-H3 3-step acceleration package for ComfyUI on an RTX 4070 12GB: 4-bit (W4A4) FFN weights, 10% sparse attention and extra INT8 weight caching, with Windows setup and sample workflows.
Truthful scheduler-step and streaming visualization for local LLM inference
A KSampler that shows you N seeds before committing: cheap probe pass, clickable thumbnails on the node, then finishes only the seed you pick - exact continuation, no wasted steps. Model agnostic.
β
Execution posture harness for Claude Code. Your coding agent stops one step early; Castra is the step.
Unified MD reference library: a 0β6 step workflow with runnable CNT ion-transport and umbrella-sampling free-energy templates.
Learning Native Reflection in Unified Models: reflection SFT and multi-round Flow-GRPO RL for BAGEL
[EMNLP 2026] Beyond Factual Knowledge: Benchmarking and Learning Step-Level Procedural Rule Reasoning in Large Language Models
Agent OpenTelemetry (otel) rules pack: enriches opentelemetry with agent telemetry, steps, access rights and policy to explain agent failure.
Lab pΓ©dagogique public de la formation Terraform (parcours du blog).
Graphical macro builder for Linux Mint. Chain steps: open apps, files, sites, commands; place windows; click; press keys; type text. Save them as one-click Desktop/menu shortcuts. Like AutoHotkey, on top of xdotool/wmctrl. One self-installing Bash script, ES/EN interface, GPLv3.
β
Encode, decode and plot audio with 10 neural audio codecs and audio VAEs (DAC, EnCodec, SNAC, Stable Audio Open, Music2Latent, ACE-Step and more), all through one interface. Useful for looking inside each model's latent space and comparing them side by side.
Seamless tiled refinement and upscaling for ComfyUI. The VL nodes step all tiles on one shared latent, conditioned by vision tokens and per-tile captions instead of a prompt, so objects never repeat across tiles. Refine whole images or just a masked region. Any GUIDER model on the base node; Krea 2 on the VL nodes. Tested at 8K+.
One-step Turkish text-to-speech trained with a drifting objective (Kyutai learned-temperature recipe)
ViRDM: Taming Representation Distribution Matching for Few-Step Causal Video Generation