I Built a Database That Works Like Human Memory — No SQLite, No ORM, Zero External Dependencies
📰 Dev.to · AATEL
Learn how to build a custom database engine from scratch in Python, mimicking human memory with no external dependencies
Action Steps
- Design a database architecture that mimics human memory using an append-only binary format
- Implement data storage and retrieval mechanisms using Python
- Optimize database performance by minimizing dependencies and using native data types
- Test and validate the database engine using real-world data sets
- Compare the custom database engine with existing solutions like SQLite and ORM
Who Needs to Know This
This micro-lesson is suitable for software engineers, data scientists, and developers interested in building custom database solutions. It can help teams develop more efficient and lightweight data storage systems.
Key Insight
💡 A custom database engine can be built from scratch in Python, using an append-only binary format to mimic human memory, with no external dependencies
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🚀 Build a custom database engine from scratch in Python, no SQLite or ORM needed! #database #python
Full Article
Title: I Built a Database That Works Like Human Memory — No SQLite, No ORM, Zero External Dependencies
URL Source: https://dev.to/mirko_perrone_9dbd3752227/i-built-a-database-that-works-like-human-memory-no-sqlite-no-orm-zero-external-dependencies-14e8
Published Time: 2026-03-19T16:25:27Z
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