EXPLAIN ANALYZE
EXPLAIN ANALYZE is a podcast covering AI and data news, hosted by industry veterans. The show aims to cut through the noise and deliver focused, insightful analysis without the usual hype. Each episode digests the latest developments in artificial intelligence and data, offering practical perspectives for professionals. The podcast is produced by MotherDuck, a data analytics company. Listeners can access full show notes on the MotherDuck website.
Episodes
AWS Bought DuckLabs and users want their own agents
AWS bought DuckLabs—the company employing the core team behind DuckDB while DuckDB remains open source. What does the deal mean for AWS, MotherDuck, and the data stack building around DuckDB?In this episode, @mehdio and @dumkydewilde unpack the acquisition, then connect Iceberg and Lance, SQL-first context for agents, Spotify's LLM evaluation funnel, AI-generated data lineage, CodexBar, WalGit, qu
AGENTS.md vs Skills: MLOps, Evals & Agent Governance with Maria Vechtomova
Agent code can look productive right up until a dependency changes, an eval misses the real failure mode, or an over-permissioned tool turns a routine task into a security incident. So what does it actually take to operate AI systems responsibly?In this episode, Mehdi, Dumky de Wilde, and Maria Vechtomova connect MLOps and LLMOps to agent evals, MCP governance, regenerated software, security, and
AI codes with outdated libraries. Why is this unsolved?
@mehdio and Dumky work through a round of data and AI news, starting with Analytics Tycoon, a browser game where you run a data team on a fixed budget and lose trust points every time a cron job breaks. Then the uncomfortable stuff: Python 3.15 is at release candidate while 3.10 is still the number two download and goes end of life in two months, your agent keeps writing 3.11 because it does n
The Safest Bet in AI Is Hardware !
Is the safest bet in AI the hardware underneath it?Show notes: https://motherduck.com/explain-analyzeMehdi Ouazza and Jacob Matson unpack Meta's reported $10B compute lease talks with Anthropic, why AI labs are becoming infrastructure customers, and what it means for data and AI builders. Then they get into graph-shaped context for agents, removing AI slop from writing, reproducible development en
AI is relearning everything databases already knew ft. Stephanie Wang
AI is moving inside the database, and it keeps hitting problems databases already solved.Stephanie Wang (staff engineer at MongoDB, founding engineer at MotherDuck) joins Mehdi and Jacob Matson to dig into Snowflake's Cortex AISQL and why AI inside SQL is really a query-optimization and cost problem, the compute crunch pushing RAM and inference prices up, RadAgents and Sakana's Fugu model router,
AI is turning all data viz into JavaScript ft. Yan Holtz
Yan Holtz, the data viz educator behind data-to-viz.com and the R/Python/D3 graph galleries, joins Mehdi and Alex for a full episode on data visualization in the age of AI.AI has basically solved the "how do I write the code" problem, which makes the "what makes a good chart" problem matter more than ever - and it's quietly pushing all serious data viz toward JavaScript and D3, even for R and Pyth
Data infra is printing money. Is it sustainable?
Infrastructure keeps winning the funding while SaaS bleeds — but is it sustainable when AI agents spin up databases that die in days? Mehdi and Jacob Matson dig into Supabase's Series F, local AI on personal chips, DuckDB turning up everywhere (MariaDB, MondayDB HTAP), Anthropic's "data is not software" claim, and a wave of people building software just for themselves.Show notes & links : http
DuckDB breaks the lakehouse ? ft. Daniel Beach
Daniel Beach (Data Engineering Central) joins Mehdi and Dumky for a tour through the open lakehouse renaissance, AI-native data agents, and the slow grind of getting humans out of the orchestration loop.We cover the catalog commits feature in Delta + Unity Catalog + DuckDB (multi-writer lakehouse without Spark), Cloudflare's new unified data platform and their AI agent Skipper, ADBC quietly replac
161k GitHub stars in 4 months with 65 lines of Markdown
Mehdi (DevRel) and Dumky (Developer Experience) at MotherDuck run through ~10 links from the world of data and AI. This one keeps circling back to a single theme: as AI makes everything easier to produce, the hard part becomes telling the real signal from the slop, whether that's music, GitHub stars, or your data warehouse answers.All links: motherduck.com/explain-analyze : subscribe there to get
Bun Drops Zig, Claude Raises Prices & Is Vibe Coding Killing Open Source?
First episode. Bun ditches Zig for Rust, Anthropic pulls the rug on pricing, agents are rewriting how databases work, and open source maintainers are drowning. Mehdi and Alex pick apart the AI tooling wars and why your brain feels fried.Show notes : https://motherduck.com/explain-analyze/00:00 Introduction to the Podcast and Bun's Rewrite03:10 The Shift from Zig to Rust in Bun05:52 AI's Impact on
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