#AI

Setup notes for Qwen-Image-Edit-2511 on RunPod's RTX 4090 ($0.34/hr) using the ComfyUI template. Includes the fal Multiple-Angles LoRA (4 elevations × 8 azimuths × 3 distances) and a per-image cost breakdown that ends up cheaper than buying a 4090.

Open-source TTS with 100M parameters that runs faster than real time on CPU. Supports voice cloning.

Running the Claude Code + Codex auto-loop for real. Generated 1,134 lines of game code.

Technical prep for automating an implement → review → fix loop with Claude Code and OpenAI Codex via tmux. Can it build something overnight unattended?

Local hardware for the 20B Qwen-Image-Edit-2511: VRAM per quantization (BF16 24GB+, NF4 16–20GB, GGUF Q4 CPU-runnable), an RTX 3060 12GB minimum and RTX 4070 Ti 16GB recommended build, plus the 96-angle Multi-Angle LoRA.

Comparing how to give AI characters personality across the Gemini, Claude, and OpenAI APIs — covering System Prompts, Prefill, and structured output.

An overview of Vercel Labs' agent-browser and how it can be used from Claude Code as a lightweight alternative to Playwright MCP.

Emotion recognition used to mean fighting with old native libraries. Today there are cloud APIs and local libraries, but one major vendor has already left the field for ethical reasons.

How to implement browser-based voice input using the Web Speech API and MediaRecorder.

Aiming for a characterful AI with an avatar and voice chat, I started by comparing voice APIs.

A reference sheet of camera angles, shot sizes, and camera effects for AI image generation — prompts alongside output images.

Tried the '5 must-have Claude Code settings' going viral on X to escape the constant Ask prompts — here's where the gap between expectations and reality shows up.