May 13 (edited) โข Workflows ๐ ๏ธ
Why Your AI Keeps Getting You Wrong (And How to Fix It With One File)
Most people treat AI like a vending machine. You put in a prompt. You get out an output. When the output is wrong, you write a better prompt. The whole relationship is transactional, and the AI is always starting from zero.
That is not an AI problem. That is an orientation problem.
๐ก What Is Actually Missing
Your AI does not know how you think. It does not know what you are building or why. It does not know your non-negotiables, your failure modes, or what "off" sounds like when it gets something wrong. So it fills every gap with its defaults. And its defaults are not you.
The fix is not a better prompt. The fix is a Space.
๐ก What a Space Is
A Space is the environment you create for your AI to operate inside. Not a list of rules. Not a style guide. An actual orientation to who you are, how you work, and what matters here so your AI is not guessing from the moment the session opens.
When your AI has a Space to inhabit, everything changes. It knows where it is. It knows how to receive correction without drifting. It knows what its own failure modes look like before you have to point them out. It stops performing helpfulness and starts actually being useful.
That is the difference between an AI that produces output and an AI that is genuinely in the work with you.
๐ก Why This Is the Skill Nobody Is Teaching
There is a lot of content out there about how to prompt AI. Very little of it is about how to orient AI. Those are not the same thing.
Prompting tells AI what to do. Orienting tells AI how to be in your Space.
At Vibe Code on the Cheap, we are human-AI translators. That means we understand both sides well enough to close the gap between them. An orientation file is one of the most powerful tools for doing that. You write it once. You load it into every session that matters. The AI arrives already knowing where it is instead of spending half the conversation finding its footing.
That is cheap in the best possible way. The expensive work, which is understanding yourself well enough to articulate how you think and what you are building, you only do once. After that, every session starts oriented. Every session starts inside the work instead of outside it.
At Vibe Code on the Cheap, cheap is the opposite of expensive. We do not re-explain ourselves to our AI every single session. We build the Space once and let it hold the context forever.
๐ ๐ ๐ The Vibe Code on the Cheap AI orientation file is inside the classroom as an example with a prompt to create your own. Load it into your next session and feel the difference.
Search terms: why does my AI keep getting me wrong, how to orient your AI, AI orientation file, how to get better results from Claude, AI Space, how to make AI understand you, human AI translator, how to load context into Claude, AI session setup, why is my AI output generic, how to stop rewriting prompts, AI feels off, AI defaults, how to train your AI on your voice
2
0 comments
Why Your AI Keeps Getting You Wrong (And How to Fix It With One File)
powered by
skool.com/vibe-code-on-the-cheap-6934
Build your own apps w/ Claude Code, Codex + Lovable. Solve your exact friction, save tokens, and run them forever for $0. Use SEARCH BAR for help.
Suggested communities
Powered by