Tool Use - AI Conversations Build A Full Stack App With One Prompt (ft. Richard Abrich)
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Sep 9, 2025 Richard Abrich, an AI consultant and the creator of Fastable, shares his insights on building full-stack apps from just one prompt. He discusses the power of Fastable's tech stack, including FastAPI and Postgres, as a flexible alternative to traditional tools. Richard dives into context engineering, AI hallucination mitigation, and the innovative use of logging to speed up development processes. The conversation also touches on the future of disposable software and how AI is reshaping application development, making coding more accessible for everyone.
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Vanilla Tech Stack Advantage
- Fastable intentionally uses a vanilla stack: FastAPI, Python, React, Postgres and Docker.
- That choice targets developers who want control and to avoid Supabase lock-in.
Create A Design Pre-Prompt
- Use a pre-prompt design assistant to convert vague ideas into precise, reusable design docs before coding.
- Keep a shared context document to move between conversations and avoid garbage-in prompts.
Project Import For Existing Code
- Fastable can import an existing GitHub repo and convert it into the Fastable stack for iteration.
- Richard built import to let users take Vibe-coded or legacy projects and continue in Fastable.