wshobson

Python type safety with type hints, generics, protocols, and strict type checking.

Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8.

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.

Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development.

Configure human-in-the-loop gating for AI agent review actions in Claude Code.

Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it…

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls.

Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API. Use when the user wants to publish, schedule, or manage social media content programmatically. Requires…

Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13).

Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark.

Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark.

Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns.