Oct 5 to Oct 11, 2026

Docker deployment of a resident NVFP4 Clef Flash server exposing a structured decision API.

Local server for the 9B multimodal Clef-Flash giving one forward pass per request.

Worker that proxies the System One API to Clef and Clef-flash, so existing Jev clients can switch with a URL change.

Brings Jev and Clef decisions into n8n workflows via OpenRouter, Workers AI or any compatible endpoint.

Go app where Jev and Clef decide warranty returns against one policy, showing decision models in a business flow.

Exploratory study comparing quantisation levels of Clef-Flash playing Snake, with per-seed results.

Browser evidence tests for consent leaks, with optional Clef assessments of captured traffic.

An MCP tool where your agent asks in plain words and a local Clef-flash judge on Apple silicon finds the file, checks the claim and remembers what you approved.

Code for a Portuguese article comparing Clef against two generative LLMs on 24 hand-labelled support tickets, using the probability as a certainty threshold for automation.

A SmolVLM2-500M based decision model with a Jev/CLEF-compatible API, plus data pipelines, synthetic generators, LoRA training and an eval harness.

Runs decision models, including Cloudflare's clef-flash, locally with MLX, with a table of speed and memory for each supported model.

Riley Brown tries the newest Grok Bot features on real tasks and shows which ones change how bots get built.

Zhenyuan Zhou ported the Muse Gadget firmware to the Waveshare ESP32-S3 1.85-inch touch LCD so it can be used as a Muse device.

Connects the PosterBuilder API to Muse so you can describe a topic and get finished 1080x1080 posters and carousels back in the conversation.

A Pro user runs homelab projects through his dot and tries to have it delegate to Sol 6.1 Work chats, monitor progress and return when input is needed; he reports it started a task and finished setup work on a connected Windows VM.

Reusable skill that cleans up Threads posts for a dot or Codex, handling bulk removal steps.

Wave-based Babylon JS first-person shooter with three maps whose first version was built by Sol xhigh and later rebuilt.

Small study of pinhole and fisheye camera optics with a simple physics engine, written with GPT-6.1 Sol.

Procedural cathedral-city starship in a single HTML file with six explorable worlds.

Got 17.5 tok/s decode and 360 tok/s prefill using a carousel buffer for experts and a second external SSD for parallel reads, both new tricks.

The team released 95GB EXL3 weights and a new version of their ExLlamaV3-based Kyojin engine, using speculative decoding for about 1,400 tok/s prefill.

Posted full flags for an NVFP4 Strata fork with FP8 PLE, INT8 KV cache and MTP on a single 32GB Blackwell card with 64GB DDR5.

Showed that UkisAI's reasoning-efficient fine-tune finishes agent tasks at xhigh effort sooner than base Flash-Next at medium, using a Rust/CUDA engine for GB10.

Open-source Claude Code mod by devohmycode. Its repo describes it as: Finished function-hook mods for Claude Code, and the marketplace that offers them. dash: the session's dashboard in one pane. Shows what the community built in the first days of mods.