Vibe Coding: The New Era of Finance and AI Development
Explore how vibe coding is revolutionizing finance. Learn how FP&A leads and institutions like ING use AI to build software through plain English descriptions.
Best quote from Vibe Coding: The New Era of Finance and AI Development
Vibe coding has essentially democratized development; your domain expertise in finance—not your ability to write Python or SQL—is now the primary engine for software creation.
This audio lesson was created by a BeFreed community member
Ai vibe coding and Finance in corporate perspective i. 2026
Frequently Asked Questions
Vibe coding represents a new era of finance where domain expertise, rather than technical coding skills like Python or SQL, drives software creation. Coined by Andrej Karpathy, the term describes a process where finance professionals use natural language to build tools. By describing the logic or "vibe" of a needed dashboard or application to AI models like Claude or GPT-5.3-Codex, users can create working prototypes in minutes instead of waiting weeks for developer support.
Major financial institutions are leveraging vibe coding to drastically accelerate their development cycles. For example, ING has utilized these AI-driven development methods to build entire electronic trading systems for credit and foreign exchange markets. What previously took weeks of traditional development can now be accomplished in a matter of hours, demonstrating how software democratization is shifting the script for finance teams who were once considered late adopters of technology.
The shift toward vibe coding is powered by advanced AI models such as Claude and GPT-5.3-Codex. These tools allow professionals in Financial Planning and Analysis (FP&A) or corporate controlling to act as architects rather than just software consumers. By using these platforms to interpret plain English descriptions, finance experts can bypass the traditional reporting grind and create custom software solutions that reflect their specific domain knowledge and logic requirements.
No, the primary engine for software creation in the vibe coding era is financial domain expertise rather than the ability to write Python or SQL. This democratization of development means that a corporate controller or FP&A lead can build complex dashboards and tools by simply describing their ideas to an AI. This allows finance pros to move from a six-week wait for a developer ticket to having a working prototype in the time it takes to drink a cup of coffee.
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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"
"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"
"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"
