Most projects start with an operational problem, not a specific tool. A team has a process that takes too much time. Their CRM needs to react automatically. Research needs to happen every day. An AI agent needs access to live business data. Several tools need to work together.

I figure out the system behind the problem and build it. n8n and Make are often part of the stack. So are APIs, Python, databases, scraping, AI models, and custom backend code. The tool depends on the job.