
Currently @AWS Previously @DataCamp @_hex_tech @Atlassian Author: https://xitter.cf/t.co/EfYcChrBc9 Always helping with data
SEA & JAX
Joined July 2010
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What’s Inside an Iceberg Table? 🧊 📦
An Apache Iceberg table looks like a regular table when you query it, but beneath the surface…well, it’s like an iceberg. 😅
Underneath, you’ll find a small tree of files: one JSON file at the top, a few layers of Avro files in the middle, and Parquet files at the bottom. When something is slow or looks wrong, it helps to know what’s in that tree.
DuckDB can read all three formats, so you can inspect every layer with plain SQL. In this post, we create a small Iceberg table, change it a few times, and then walk through the files from the top down: duckdb.org/2026/10/13/inside…
#ApacheIceberg #DuckDB
Agent Mode in the DuckDB CLI 🤖 🦆
The #DuckDB v2.0 CLI has an agent mode that gets AI coding agents to a correct result faster and with fewer tokens.
When the CLI detects an agent, it prints compact Markdown tables instead of padded boxes, says clearly when a result was cut, stops runaway queries early, and reports errors as JSON. Long queries announce their expected cost before they start, so the agent can decide whether to wait.
Learn more in today’s blog post: duckdb.org/2026/10/09/agent-…
[ICYMI:] DuckDB’s co-creator on why SQL won 🏁
In this interview with @letsdatascience , DuckDB co-creator Hannes Mühleisen argues that the data industry misdiagnosed SQL’s problems a decade ago.
What developers *actually* hated in 2013 was the install, the server, and the client protocol, not the language itself. In the end, the NoSQL systems that tried to replace SQL only grew back into something SQL-shaped – minus 40 years of experience. 🫤
Hannes points to public workload data from Snowflake and Amazon showing that only a small fraction of a percent of analytical queries actually need a cluster, but that the database field spent 2 decades building for that edge case anyways. He also confirmed an unannounced DuckDB launch expected later this year.
Catch the full interview here: letsdatascience.com/news/duc…
Attending the Rows & Columns Summit in San Francisco today?
*THE* Hannes Mühleisen, co-creator of @duckdb, will give a talk exploring the architecture question that won't go away: OLTP and OLAP, together or apart?
His talk “Nobody Knows What OLTP Is: DuckDB Moves to the Middle” is scheduled for 1:30 p.m. on Sept 22nd
Venue: Contemporary Jewish Museum, San Francisco
Sassy abstract and more info here: duckdb.org/events/2026/09/22…
Matt David retweeted
You can query the entire internet, 100+ billion (!) rows, with @duckdb in under a minute. Yes, it's crazy, but you can basically select * the internet. You might be familiar with the Wayback Machine from @internetarchive. The @CommonCrawl is a similar project that also has all its data available in a S3 bucket. @dumkydewilde was interested to see how the 'vibe-coded' web has grown over the last few years. While @Lovable , @Vercel and @Cloudflare Pages have taken off tremendously, they still pale compared to the traditional Wordpress-Blogspot hegemony. See for yourself in the interactive Dive visualization, or read the full blog to do it yourself 👇.
- Dive: motherduck.com/dive-gallery/…
- Blog: motherduck.com/blog/querying…
Matt David retweeted
I made a DuckDB extension where you can use @typesafeai 's Jev to do quick classification of rows in any csv/parquet file or duckdb table
about 10sec for 1k rows ~ better than using an LLM, way more ergonomic than a classifier
game-changing for data analysis!
Matt David retweeted
Each day, Grok Bot looks at my X Bookmarks for things I find interesting, then it spins up a Cursor Agent to build a demo
It validates work with screenshots / video, then cuts a branch on a repo configured with @Cloudflare preview deploys
@Bot sends me a link each morning and I get to see the tech for myself
Today, it picked cobe from @shuding
If you can do it, it can be automated
Matt David retweeted
DuckDB 2.0 alpha reads Parquet and CSV from S3 2x to 3x faster, with zero query changes.
1.5: each worker downloads, waits, decodes, repeats.
2.0: a download pool fetches ahead, workers only decode.
Same laptop, same query: 18.8 s to 7.7 s. On by default.
Full numbers, plus recursive CTEs and VARIANT: motherduck.com/blog/why-duck…
Matt David retweeted
I wanted to share something I built over the last few weeks: isometric.nyc is a massive isometric pixel art map of NYC, built with nano banana and coding agents.
I didn't write a single line of code.
Matt David retweeted
Sometimes all the pieces fall into place - our own @matsonj opines
on the future of the Semantic Layer and the surprising success of leveraging AI alongside your existing dashboards.
motherduck.com/blog/who-need…
If you're selling "AI coworkers"
Should you get SaaS multiples or staffing company multiples?
SaaS companies trade at 5-15x+ revenue.
Staffing companies trade at 0.2-1.2x revenue.
- Robert Half: ~0.7x
- ManpowerGroup: ~0.2x
- Kelly Services: ~0.2x
- Adecco: ~0.2x
Matt David retweeted
Today we are launching Evidence Studio - an AI-powered development, publishing, and governance platform for analytics
Matt David retweeted
X should enable user vs. user prediction markets.
Imagine monetizing the spite and arrogance on this app.
You'd print money!
Matt David retweeted
After posting my project analyzing VC SEC filings using @duckdb and @evidence_dev, I got a ton of requests to open source it.
So I did!
Check out the repo below for the open source code. This is a great example of a DuckDB ETL and modern, simple data viz.
Matt David retweeted
Data team: "The AB test results are directionally positive, but let's not jump to any—"
Product manager:
There's quite a few companies in this wave of Notebook/BI/AI for analytics space. My guess is we will see more mergers/acquisitions/acquihires soon.
deepnote.com/blog/deepnote-a…
























