In Part 2 of “can you trust your data agent?”, we explore the emerging AI analytics stack, metrics-as-code and Git governance. All the elements at the foundation behind Databao at JetBrains.
Read more: jb.gg/noejre
The data analyst role is changing. In the dashboard era, analysts wrote queries and built charts.
In the agent era, the job becomes defining metrics, building semantic contracts and designing guardrails for AI systems.
🧵
At JetBrains, this is exactly the problem we’re trying to solve with Databao.
We’re working on a context engine and data agents to build trustworthy, replicable agentic analytics.
Read more here: jb.gg/6qgjt4
Two analysts can answer the same question and get two different answers. Now imagine AI agents doing the same thing.
That’s the agent swarm problem in a nutshell. Agentic analytics doesn’t need smarter agents – it needs a shared semantic foundation
When building AI agents, people tend to run into the same issues:
🫠 It kind of works, but I don’t know why.
🫠 The agent is hard to extend.
🫠 It’s hard to debug.
If you’re just starting or feel stuck, check this free course by @t-redactyl.bsky.social 👉
https://bit.ly/415JPGd
Want to move beyond clever prompting?
This video shows how to design and install agent skills – modular task workflows that reduce context clutter and improve consistency.
From structured `SKILL.md` files to installing best-practice Python Skills, it’s all covered.
Watch now: https://jb.gg/zmxjg2
Guja is an analytics engineer at Carnival Maritime. We spoke with him about what drew him to Databao and how it helped speed up his ad-hoc analytics work in a complex data environment.
Read his story: jb.gg/qg3rvr
6 hours of solid #Python talks – now free to watch on YouTube.
Whether you use Python for work or side projects, check out talks on these topics:
– Core Python
– Web development
– Data/ML/AI workflows
– Real-world lessons from devs
Watch now: https://www.youtube.com/watch?v=qKkyBhXIJJU
The free online Python conference by PyCharm is live on YouTube!
Join "Python Unplugged on PyTV" with Carol Willing, Paul Everitt, Sheena O’Connell, and other people behind the tools you use every day.
1 day · 6 hours of talks · 15 speakers
Hop in: https://www.youtube.com/watch?v=qKkyBhXIJJU
Looking to integrate DataGrip into your workflow that already includes other JetBrains IDEs?
Vladimir Kuznichenkov, a Staff Infrastructure Engineer at QDO, shares how his team integrated DataGrip with GoLand for schema validation, testing, and data discovery.
Discover DataGrip: jb.gg/postgreVKbs
Discover how Omar Sarhan, a Data Engineer at Geolytix, helps developers and data scientists work with geospatial data to create models. With DataGrip, he has the toolkit he needs to manage code and view the entire database.
Try DataGrip free today: jb.gg/postgreOMx
Hear from Lukasz Galezewski, a Senior Software Engineer at Allegro, on how he uses DataGrip to work with MySQL, PostgreSQL, and Oracle databases at Poland’s biggest marketplace.
Discover DataGrip, your powerful cross-platform IDE for relational and NoSQL databases: jb.gg/postgreLGli
A new milestone for our data products family!
Databao Agent ranked #1 in the Spider 2.0–DBT benchmark. We achieved this by treating the agent like a colleague: providing clearer context, limiting unnecessary freedom, and implementing a reliable workflow.
Learn more → jb.gg/u1kkng
AI agents > basic prompts 🤖⚡
Using LangChain, you can build:
• AI-powered chatbots
• Document search assistants
• Content generation agents
• Multi-step reasoning systems
Our 2026 guide shows you how, step by step 👇
jb.gg/yi9l6g
Want to get the most out of Jupyter notebooks in PyCharm? 👀
The PyCharm team shares practical tips and powerful features for your Jupyter notebooks workflows, from AI-generated charts and Data Wrangler to SQL cells and remote notebooks.
▶️ Watch the video: jb.gg/ha40ak
Databao is joining the Open Semantic Interchange (OSI), an initiative led by Snowflake to define standards for semantic models.
Databao helps teams build semantic context to provide an AI-native analytics experience that business users can trust.
More details here: jb.gg/icczn5
We are announcing "Python Unplugged on PyTV" – a free online Python conference on March 4.
Join us for a full day of live Python talks: 6+ hours, 15 speakers, livestreamed on YouTube, open to developers of any level.
The best of Python, straight to your living room. Save the date: jb.gg/ztocbe
A call to all data professionals! 🐍
Share your experience in a ten-minute survey to help us shape the future of PyCharm. Ten entries will win a USD 100 Amazon Gift Card or a one-year All Products Pack subscription 🎁
Take the survey ✍️ jb.gg/m03om9
Meet Databao
AI should reduce manual data work, not create more of it!
That’s why JetBrains built Databao – a tool that redefines how teams use agentic analytics by bringing together a self-maintaining semantic context and a local, open-source data agent that teams can safely rely on.
Learn more → databao.app
🚀 Pyrefly is now built into PyCharm 2025.3!
No plugins, no setup – just instant type inference and inline hints powered by Meta’s type checker.
🎬 Find the video here👇
🚀 PyCharm now supports remote development for Jupyter notebooks!
Run data-heavy projects on remote servers with full editor parity and interactive outputs.
🎬 Watch how it works in our latest video👇
🎁✨ We’re bringing the holiday magic with the release of PyCharm 2025.3!
Watch the team unwrap the newest features – the perfect gift for every Python developer! 🎄
🎬 See the festive reveal 👇
DataGrip Turns 10
It's hard to believe, but @datagrip.bsky.social has been here for already ten years!
Birthdays are a time to receive presents, but today we’ve decided to give one instead. To celebrate the occasion, we’ve put together a list of 10 hidden DataGrip gems for you: jb.gg/dg10bs
How did you first start using your IDE or code editor?
Hear how Ilvi Velaj, Cybersecurity Architect at Cyberoo, explains how he first discovered PyCharm and why it became his main tool for daily development.
👉 Hear from other developers: jb.gg/epIVbl
🏆 A new milestone for our data products family.
We ranked #1 in the Spider 2.0 DBT Text2SQL benchmark.
Structured context + a semantic layer = more reliable agentic workflows.
Now opening alpha access:
Nemory → nemory.app
Databao → databao.app
#Text2SQL
Can a conference influence your choice of IDE?
Hear from Martin Borus, a software developer, on how EuroPython got him started with PyCharm and how he’s using it to develop booking software for ferry companies.
Watch other developers’ stories: jb.gg/epMBbl
Can an IDE help you become a software developer?
Hear why Hryhorii Biloshenko, Test Engineer at Siemens, has been using PyCharm since high school and why he values its strong Django support and Vim plugin for web development.
👉 Watch more developers’ stories: jb.gg/epHBbl
How helpful is your code editor for testing code?
In this interview, Xavi Francisco, Senior Software Engineer at TravelPerk, shares why he prefers PyCharm after nearly two decades of working with Python.
👉 Watch more developers’ stories: jb.gg/epXFbl
Building scalable systems?
Learn how Alejandro Cabello Jiménez, Staff Software Engineer at TravelPerk, uses PyCharm to build the company’s flight search engine.
👉 Discover more customer stories: jb.gg/epACJbl
#Django turned 20!
In this special interview, Will Vincent and Thibaud Colas, President of the Django Software Foundation, discuss:
💬 How the Django survey shapes new features
⚙️ Adapting to industry shifts
🌍 The first DSF Impact Survey
Watch the full interview: jb.gg/epWTbl
