Open source frameworks as a solution to ambiguity in AI code gen
Amrutha Gujjar • 4/3/2025 • 6 min read
A deep dive into how structured, opinionated frameworks reduce ambiguity in AI-generated code, and why open source plays an important role.
Blog
CSVs are not databases
Amrutha Gujjar • 2/23/2025 • 4 min read
CSV files seem simple. Just plain text, right? But when they get large, they are not great formats for data exploration. CSVs lack indexing, compression, and structured access.
B2A: The future of analytics isn’t human
Amrutha Gujjar • 2/10/2025 • 5 min read
“Make something people want” has long been the mantra of startups. But what happens when humans aren’t the ones making decisions anymore? The analytics tools we’ve built are fundamentally broken for this new world.
The rise of DIY software (and why developer tools matter more than ever)
Amrutha Gujjar • 2/2/2025 • 4 min read
We’re moving away from rigid, one-size-fits-all enterprise solutions and toward a world where individuals can quickly build the exact tools they need. And that means developer tools (especially open-source ones) are more important than ever.
Why isn’t there a BI Tool designed just for parquet files?
Amrutha Gujjar • 1/16/2025 • 4 min read
If you’re new to Parquet, think of it as a data format optimized for analytics. Unlike a traditional spreadsheet or a database table that stores data row-by-row, Parquet stores data column-by-column.
LLMs for Analytics is more than ‘text2sql’
Amrutha Gujjar • 1/10/2025 • 4 min read
Sure that chat-with-your-data app was cute in 2022. If you’re handing over the keys to an LLM without interrogating its output, you’re outsourcing the very thing that makes analytics valuable: human curiosity and creativity.