QWE AI Academy Deploy SGLang v0.5.12: Structured Generation LLM Guide
Install SGLang v0.5.12 and serve structured-output LLMs with XGrammar-backed JSON schemas, regex, and EBNF constraints - with real install pitfalls fixed.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
Aider AI Git Commit Setup: Install v0.86.2 in 10 Min
Deploy Aider v0.86.2 for AI git commits in your terminal. Install steps, config, the --no-auto-commits gotcha, and fixes for Python 3.13 errors.
OpenHands 1.0 Deploy Guide: Install, Fix, Verify
Deploy OpenHands 1.0 locally with uv or Docker. Includes the post-rename image fix, sandbox 120s timeout cure, and a real verification step.
Install samgeo v1.3.2: Remote Sensing SAM Setup Guide
Deploy samgeo v1.3.2 for remote sensing SAM segmentation - install commands, GPU setup, SAM3 access, plus the install traps nobody warns you about.
How to Deploy MLflow 3.12 for Experiment Tracking ML
Install MLflow 3.12.0 for experiment tracking ML - backend config, the uvicorn timeout fix, and the gotchas every other tutorial skips.
Install ZeroClaw v0.7.4: The Rust OpenClaw Runtime
Deploy ZeroClaw v0.7.4, the Rust OpenClaw alternative, in under 10 minutes. Real commands, real gotchas, and the WhatsApp build trap nobody mentions.
Text to 3D Open Source: Deploy TripoSR (2026 Guide)
Step-by-step guide to deploying TripoSR locally for text-to-3D pipelines, with fixes for the infamous torchmcubes build errors that block most installs.
vLLM v0.20.2 Deploy Guide: High Throughput LLM Inference
Deploy vLLM v0.20.2 for high throughput LLM inference. Real install commands, the v0.20.1 torch trap, OOM fixes, and verification steps.
BoltzGen Install Guide: Run Protein Binder Generation Locally
How to deploy BoltzGen for protein binder generation: install steps, GPU requirements, YAML config, verification, and the gotchas no tutorial mentions.
Best Vector DB? Deploy Qdrant v1.17 in Docker [2026 Guide]
Deploy Qdrant v1.17 - the best vector DB for self-hosted RAG. Docker install, port gotchas, API key setup, and upgrade traps explained.
Install Wan 2.2: Open Source Video Generation Setup Guide
Step-by-step guide to deploy Wan 2.2, Alibaba's open source video generation model, with real install commands, flash-attn fixes, and VRAM tips.
Install Weights & Biases 0.26.1: The ML Experiment Platform Guide
Deploy Weights & Biases 0.26.1 as your ML experiment platform - install steps, real errors from GitHub issues, and the v0.24.0 trap to avoid.