No. The advice was sound. All of your start up expenses go into one big bucket until you begin making money. Once you start making money with your business, you write off some off your start up costs (up to $5,000) and amortize any remainder. If you go over $50,000, there are different rules but you should not reach that point. The SBA has a great section, Calculate your startup costs.
Notice in How does starting a business affect my taxes? that expenses reduce your taxable income.
Once you start making money, you will have to pay the Self-employment tax and need to make quarterly Estimated taxes or increase your withholding with your job.
Reference: Small Business and Self-Employed Tax Center | IRS
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