Fixing My SEC.gov Script & Coding Financial Reports with Gemini in Google Colab (No Install Needed!)

In this Pythonic Accountant episode, we go from broken code to breakthrough automation — all inside a Google Colab notebook powered by Gemini. 💡 What you’ll see: How I fixed my older script that started throwing a 403 error when pulling SEC financial statements. How Gemini helps code “by vibe” — no local setup, just pure browser-based Python. Building a few finance-friendly classes and functions (think balance sheet → income statement → trial balance flow). Why Colab + Gemini is becoming the easiest way to prototype accounting automations, from report generators to ratio dashboards. 👨‍💻 Why it matters: Forget installing Python, VS Code, or libraries — you can spin up real accounting automations in the cloud, right now. Perfect for finance pros, auditors, and anyone learning to code smarter (not harder). 🧠 Featured Tools: Google Colab (with Gemini) SEC.gov API / EDGAR data Python financial modeling utilities 📈 Tags: #PythonicAccountant #GoogleColab #GeminiAI #AccountingAutomation #FinanceCoding #SEC #PythonForAccountants #NoInstallNeeded #AIInFinance