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Help AI Finally Understand You — in 13 Minutes

2026-07-08 · 12:00 UTC ·Matt Maher ·2 min read

Brief

Matt Maher’s 13‑minute tutorial (published 2026-07-08) demonstrates that how you ask—providing intent and context—changes AI outputs, shows a two‑question demo with divergent results, reveals agent files (AGENTS.md / CLAUDE.md / GEMINI.md) that auto‑prepend instructions to chats, and recommends talking, keeping agent files small, and treating prompts as a learnable skill.

Why it matters

At 2:23 Matt Maher demos that the exact same question phrased two different ways produces two completely different AI outputs, proving that phrasing (intent + context) matters more than hunting for a single “magic” keyword.

Key details

  • At 7:34 he opens the agent file (AGENTS.md / CLAUDE.md / GEMINI.md) and shows the invisible line prepended to every new chat; he advises one agent file per folder, keeping each file small so each folder represents a single idea.
  • He recommends practical habits: give models more context and clear intent, prefer talking over typing for clarity (4:41), and treats prompt engineering as a learnable skill—coining the term “promptware” (12:16). Published 2026-07-08; length ~13 minutes.
Source evidence

It feels remedial until you watch it happen: how you talk to an AI — how you ask, how much context you give it — changes what you actually get back. This is a short, hands-on look at the real skill underneath working with AI, and it's the opposite of "memorize the perfect prompt." Give the model more of your intent and you stop worrying about finding the exact right word. Be clear, and it meets you there.
To make it concrete I run a tiny demo — the same question asked two ways gives two completely different answers — not as a trick to teach you, but as proof that the way you communicate produces different results. Then I pull back the curtain on the agent file (AGENTS.md / CLAUDE.md / GEMINI.md): the quiet line that gets sent to the top of every new conversation as if you'd typed it yourself. It's just one more way of communicating with your agent — a durable one.
The best part: this is a learnable skill. You can genuinely get better at it, and it pays off everywhere, not just with AI.
What you'll learn:
• Why how you ask — not which magic word you pick — changes what the AI does
• Why giving more context and intent beats hunting for the "right" keyword
• Why being clear matters more than being clever
• Why talking (not typing) usually gets you closer to what you actually mean
• What the agent file really is — the invisible line prepended to every new chat
• Why each folder gets its own agent file, what belongs in it, and how to keep it small
Chapters
0:00 Why how you ask your AI matters
1:12 The demo: what the AI doesn't know
2:23 One verb, a different answer (the proof)
2:56 Getting better at asking (context + intent)
4:41 Talk, don't type
5:38 The line every new chat secretly opens with
7:34 The agent file, live
9:06 Why each folder is its own idea
12:16 Wrap-up + a word called "promptware"
If this helped, subscribe — I go deep on getting real work done with AI, one practical idea at a time. See you in the next one.

Channel: Matt Maher
Published: 2026-07-08
Video URL: https://www.youtube.com/watch?v=RNfMjm8uNyU