Articles
view all ⭢Automate Unique CSS IDs with Claude Code Refactoring
Duplicate CSS IDs can cause different failure modes: A navigation menu styled...
What Is an HTML Tag in Cursor and v0: How AI Builders Generate Cleaner Page S...
You spin up a prototype in a generative UI tool, push it to a hosting platfor...
How to Use Jev with LangChain for Fast Agent Safety Checks and Typed Decisions
Watch: Jev in an agent loop by Sam Witteveen TypeSafe positions Jev as a Syst...
Choose Cursor CLI over GUI for faster LLM app builds
Terminal AI coding tools can support multiple model providers in a single wor...
Generate a production‑ready Flutter button with Cursor v0 prompts
The short version: before Cursor v0 can help you build a Flutter button that ...
Python-dotenv for RAG Apps: Manage OpenAI, Anthropic, and Vector DB Keys Safely
Put every provider key in one .env file. Call load_dotenv before any RAG comp...
Rust AI Apps with Rig: Connect Ollama, RAG, and Tool Calls
A RAG service (retrieval-augmented generation, where the model answers from y...
Reproducing QLoRA: NF4 Fine-Tuning with Unsloth and LLaMA-Factory
Reproducing QLoRA stopped being a research curiosity once 4-bit fine-tuning b...
Reinforcement Learning Examples Behind Modern LLMs: RLHF, RLAIF, and CodeRL i...
Supervised fine-tuning (SFT) trains a model on curated prompt-and-answer exam...
ESLint Setup for Cursor and GitHub Copilot: Project Rules That Stop AI Code D...
Before we get into it, the short version: Here's the whole workflow at a glan...
Execution Context for Cursor, Claude Code, and Codex CLI: A Workflow That Kee...
Execution context is what lets an AI coding agent reason from the same pictur...
Repository-Level Code Transpilation with AlignCoder, Tests, and Retrieval
Repository-level transpilation means porting an entire codebase from one lang...