Skip to content

Topic

Tutorials & Guides

Practical guides to working with AI tools: prompting, workflows, setup instructions and step-by-step walkthroughs.

Each guide is written to be followed start to finish, with the prerequisites stated up front.

Showing 25–30 of 30 articles

Page 3 of 3

Prompt Engineering
Contrastive feedback beats Optuna in LLM tuning tests
Contrastive feedback beats Optuna in a new LLM tuning claim, with a 9-line seed and iterative search reshaping prompt optimization.
Mar 30, 20268 min read
Prompt Engineering
How to prompt ChatGPT better and stop average answers
Learn how to prompt ChatGPT better with a practical framework, prompt rewrites, and model-aware tactics that turn vague asks into useful output.
Mar 23, 20266 min read
Prompt Engineering
Tool docstring controls LLM output: practical guide
Learn why tool docstring controls LLM output in LangGraph and agent systems, with examples, failure cases, and docstring writing rules.
Mar 23, 20268 min read
Prompt Engineering
Compiled Prompts for LLMs: A 50ms API Beat 3 Days
Compiled prompts for LLMs can replace days of manual tuning with a fast API call. See how it works, where it fails, and why builders care.
Mar 23, 202610 min read
Prompt Engineering
AI Writing Automation System with Claude Code Guide
Learn how an AI writing automation system with Claude Code works as an editorial pipeline with review loops and quality controls.
Mar 23, 202610 min read
Prompt Engineering
Prompt contracts for AI coding: make Claude Code ship
Learn prompt contracts for AI coding to make Claude Code more reliable, reduce rework, and build a shipping workflow that holds up.
Mar 13, 20267 min read