Most AI apps don’t need more features. They need better workflows. That’s what I wanted to explor...Most AI apps don’t need more features. They need better workflows. That’s what I wanted to explor...
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Anas Bahraoui
• Sep 18
Most AI apps don’t need more features. They need better workflows.
That’s what I wanted to explore with Launchly.
Instead of giving users another chat box, I built a workflow where multiple AI agents actually work together:
Research the company
Find relevant open roles
Generate a tailored application
The agents run in sequence, with results streamed in real time, then the user can export the final output as a PDF.
Built with FastAPI, React, CrewAI, and OpenAI.
The interesting part wasn’t making each agent work individually.
It was designing the handoffs between them, validating the information being passed through the workflow, and turning all of that into something that feels like an actual product.
That’s the kind of AI work I’m most interested in:
Not “here’s an AI demo.” Here’s a system that actually does something useful.
I’m currently open to building AI products, automations, and agentic workflows for businesses.
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