I digitized my entire bookshelf... and then taught AI to read it with me.

Brian Kotos

February 19, 2026

One of my hobbies is reading nonfiction books. Many about software engineering, but also business and even home improvement. I love owning the physical copies-- highlighting, flipping pages, seeing my progress through the chapters. But I don't love being tied to a single place. I want my library with me wherever I go. About a year ago, I put together a simple personal system to solve that. I mount my phone above my desk, use vFlat Scan (an iOS app I purchased for rapid page capture), and a small Bluetooth clicker so I can snap photos without touching the screen. I can scan a 300-page book in about 10 minutes. vFlat runs OCR and produces a clean, searchable PDF. Over time, I've digitized my entire bookshelf.

That alone was a huge upgrade. Instead of flipping through indexes and guessing where something might be, I can search instantly across books. But recently, I took it further. I've been experimenting a lot with AI and local workflows, and I've been using OpenClaw (formerly Clawdbot) quite a bit lately as my AI assistant. I asked it to generate a small Python project for me that takes a folder of my PDFs, chunks and embeds them, stores them in a local SQLite + FAISS-backed vector database, and lets me run retrieval-augmented queries across my entire personal library. Now I can ask something like, "What do the books in my library say about test-driven development?" and instead of getting a generic answer, I get a synthesized response with direct citations from the exact books I own, including the specific passages that support the answer. It genuinely feels like I'm interviewing my bookshelf.

What's changed isn't just convenience, it's how I learn. Reading is no longer a one-time activity where insights slowly fade into memory. My past reading has become an interactive knowledge base. Instead of vaguely remembering that an author made a point about something, I can ask and immediately see the paragraph where it was explained. AI isn't replacing books for me; it's amplifying them. It's not replacing thinking; it's dramatically improving recall and synthesis. We're entering an era where your personal knowledge can be indexed, queried, and connected in ways that were unthinkable a few years ago. And you don't need a large team or complex infrastructure to do it. You just need curiosity and a weekend project.

More to come.