Explore how vibe coding and AI assistants like Cursor and Claude are bridging the gap between historical analysis and technical execution in the humanities.

Vibe coding shifts the bottleneck from writing code to describing pedagogical intent, allowing humanists to move from being technology adopters to creators who can manifest their own research tools through natural language.
Vibe coding as applied to education in the humanities







Vibe coding represents a shift where researchers and students in the humanities can manifest complex ideas without mastering traditional programming syntax. Coined by Andrej Karpathy, it allows users to focus on the 'vibe' or vision of a project rather than the underlying code. By using natural language prompts, scholars in fields like history or literature can bridge the gap between their theoretical analysis and the technical tools needed to build functional solutions.
AI assistants such as Cursor and Claude serve as the primary interface for vibe coding by allowing users to interact with software through natural language. Instead of worrying about semicolons and brackets, users converse with these tools to describe their goals. This approach turns the descriptive precision of a humanities student into a functional development tool, enabling them to see, say, and run projects that previously required years of technical training.
For the past decade, the 'learn to code' mantra emphasized mastering syntax as a gatekeeper to technical execution. Vibe coding moves away from this by prioritizing the ability to describe complex ideas precisely over the ability to write manual code. This shift is particularly impactful for the humanities, as it empowers individuals to use their existing strengths in language and theory to create software and solve problems without traditional coding expertise.
From Columbia University alumni built in San Francisco
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
From Columbia University alumni built in San Francisco
