90% of developers are mindlessly burning their budgets in Claude Code because they completely misunderstand its two main settings.
Think High Effort makes Claude smarter? Think again.
The model dictates WHO is working, switching the raw intelligence from Sonnet the generalist to Fable the specialist. Effort just controls HOW MUCH time you bought them to dig through files and run tests.
If your prompt and context are trash, Claude on max effort will just spend more of your money to thoroughly and confidently generate garbage.
Stop mindlessly tweaking sliders. Fix your CLAUDE.md first and leave the settings alone.
Typing AI prompts by hand is the slowest way to work. You're just burning your own time.
While most people are stuck in the "one prompt = one response" habit, top engineers have moved on to AI Loops.
Standard AI is just a tool. An AI Loop is an autonomous worker. It plans, executes, ruthlessly grades its own mistakes, and iterates until the goal is met.
But there’s a catch nobody mentions: if you set it up wrong, it will silently drain your API balance to zero 💸.
Here is how to avoid the trap, how loops actually work under the hood, and how to build a free "life loop" for your daily routine in 2 minutes (zero code required)
The incumbent agency charging $450/month assumed a 19-year-old student would never catch up. It did.
They were doing manual data scraping and report writing for his dad's firm. Boring, slow, routine work.
Right now he is sitting in his bedroom running the entire operation through a single Claude Project.
He didn't just paste a one-line prompt. He built a closed context system. He loaded a tight 2-page brand voice guide, fed it 3 perfect past reports, and locked the project instructions down with a strict system-level brief.
Month one: He automated his dad's entire workflow in an afternoon. Month three: He cloned the setup for 11 of his dad’s competitors.
Zero salaries. Zero handoffs. Never another invoice.
The agency still calls his dad every Tuesday to pitch upgraded retention packages. They have no idea their entire business model got replaced by a $20/month subscription and software that echoes his exact judgment.