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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 13–24 of 34 articles

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AI Workflow Tools
AI products embedded in existing apps: Product Hunt shift
AI products embedded in existing apps became the big Product Hunt pattern, pointing to where agent workflow tools go next.
Jun 3, 20268 min read
Developer Workflows
Architecture rewrite vs bug fix: what topology rewrite means
Understand architecture rewrite vs bug fix, what a topology rewrite signals, and how teams should read early engineering notes.
Jun 2, 20268 min read
Prompt Engineering
Spring AI tool calling explained for real-time LLM apps
Spring AI tool calling explained with Java examples, real-time data use cases, trade-offs, risks, and architecture choices.
Jun 1, 20269 min read
Prompt Engineering
AI prompt engineering guide for ChatGPT, Claude and more
AI prompt engineering guide with real ChatGPT and Claude examples, workflow tactics, model differences, and when prompting alone stops working.
May 31, 20269 min read
Prompt Engineering
How to Write Better AI Prompts Without Generic Answers
Learn how to write better AI prompts with cross-model fixes for ChatGPT, Claude, Gemini, Copilot, and DeepSeek.
May 27, 202610 min read
Prompt Engineering
Best way to learn with ChatGPT: a study system that sticks
Learn the best way to learn with ChatGPT using an active study loop with Claude, quizzes, projects, and reflection prompts.
May 27, 20269 min read
Prompt Engineering
Best prompts for Claude and ChatGPT: a practical guide
Find the best prompts for Claude and ChatGPT with side-by-side tactics, reusable prompt systems, and examples that improve output quality.
May 22, 20269 min read
AI Workflows
AI Powered Code Migration Guide for 2026 Teams
Use this AI powered code migration guide to plan framework upgrades, language transitions, and safer refactoring in 2026.
May 11, 20269 min read
Prompt Engineering
Prompt Structure to Reduce LLM Costs: Fix This First
Learn prompt structure to reduce LLM costs with measurable token, latency, and quality gains before changing models or infrastructure.
Apr 30, 20269 min read
AI Coding Workflows
CLAUDE.md File for Claude Code: Persistent Memory Guide
Learn how a CLAUDE.md file for Claude Code creates persistent project context, cuts token waste, and scales into richer LLM memory systems.
Apr 18, 20269 min read
Prompt Engineering
ChatGPT roasted me meme: what it reveals about critique mode
The ChatGPT roasted me meme points to a real critique problem. Learn how to get honest, evidence-based website feedback without hallucinated certainty.
Apr 17, 202610 min read
Prompt Engineering
AI prompts that solve everyday problems: 10 tested
Discover AI prompts that solve everyday problems with real examples, prompt code, outputs, and honest advice for ChatGPT, Claude, and Gemini.
Apr 8, 202610 min read

AI products embedded in existing apps: Product Hunt shift

Architecture rewrite vs bug fix: what topology rewrite means

Spring AI tool calling explained for real-time LLM apps

AI prompt engineering guide for ChatGPT, Claude and more

How to Write Better AI Prompts Without Generic Answers

Best way to learn with ChatGPT: a study system that sticks

Best prompts for Claude and ChatGPT: a practical guide

AI Powered Code Migration Guide for 2026 Teams

Prompt Structure to Reduce LLM Costs: Fix This First

CLAUDE.md File for Claude Code: Persistent Memory Guide

ChatGPT roasted me meme: what it reveals about critique mode

AI prompts that solve everyday problems: 10 tested