atlas news
Talk Python To Me
02 october
00h09
565: Tachyon, Python 3.15’s Built-in Sampling Profiler
Do you know what’s actually slow in your Python app? Or are you guessing? Until now, profiling Python meant a tracing profiler that made your code 2...
22 september
18h24
564: EVE Online Departs for Python 3
Every ship in EVE Online eventually undocks and leaves the station. This time, it’s the whole game. EVE has run on Python 2 since it launched in 2003...
16 september
16h07
563: Getting Started with Rust as Python Devs
Lint the entire CPython code base from scratch. It takes 0.3 seconds. Three blinks of an eye.That is ruff, and it is written in Rust. So are Pydantic...
10 september
14h59
562: DuckLake: The Lakehouse That’s Just SQL and Parquet
How many files does your query read before it reads any data? On some data lakes, you go through JSON and metadata files first, just to learn which...
04 september
07h33
561: TonIO, a Multi-threaded Async Runtime for Python
How many cores does your machine have, 10, 18? Your async Python code uses just one of them. That isn’t a bug in asyncio. That’s the design, and...
26 august
20h04
560: Building a Research OS: From Django to 30,000 Samples
In 2020, a gastroenterologist in Glasgow did the math on his new research study and came up with 30,000 samples, arriving over two years from three...
19 august
18h57
559: 12 Things You Should (and Shouldn’t) Do in AWS
Your site is down. It’s 3am. Is it a bug, a bill, or a breach? You can’t tell yet, and everyone is watching you find out. Matt Lea has spent fifteen...
10 august
13h21
558: Hyper-Personal Software with Python
Every company has one. The little internal tool that Jane built back in 2021, and then Jane left. Nobody understands it, nobody will touch it. There...
02 august
15h37
557: Security of everything at PyCon 2026
Security has always been the vegetables of software. Everyone agrees it matters, and somehow it never quite makes it onto the plate. At PyCon US this...
26 july
16h49
556: Updates on Django’s Async Story
For years, Django and async came with an asterisk. The docs themselves warned you off it. Scary performance notes, a story that felt half-finished....
13 july
17h07
555: Marimo Pair - A Canvas for Agent Developers Collaboration
Coding agents have gotten really good at one kind of work. You scope a feature, edit some files, run the tests, ship it. It all happens on disk. But...
10 july
05h10
554: Trustworthy AI in Healthcare and Longevity
You ask an AI a question and it answers with total confidence. Most of the time, a confidently wrong answer is just an annoyance. But what if the...
26 june
22h32
553: All of our tools
This episode is a fun crossover from our Python news and tips podcast, Python Bytes. We have had some big changes over there. Brian Okken has moved...
17 june
15h20
552: Astral joins OpenAI
OpenAI just acquired Astral, the company behind uv, Ruff, and ty. And if your first thought was wait, is uv toast? , you are not alone. But here’s...
11 june
20h16
551: Stroll Down Startup Lane - 2026
If you’ve ever been to PyCon, you know one of the best parts of the expo hall is Startup Row, a stretch of booths where early-stage companies built...
30 may
15h43
550: AI Contributions and Maintainer Load in Open Source
You wake up, brew the coffee, open GitHub, and there it is. Another pull request on your open source project. Thirteen thousand lines added. No issue...
25 may
22h11
549: Great Docs
Your documentation has two audiences now - humans reading the rendered HTML, and AI agents trying to make sense of your library. Rich Iannone and...
11 may
16h36
548: Event Sourcing Design Pattern
What if your database worked more like Git? Every change captured as an immutable event you can replay, instead of a single mutating row that quietly...
06 may
20h40
547: Parallel Python at Anyscale with Ray
When OpenAI trained GPT-3, they didn’t roll their own orchestration layer. They used Ray, an open source Python framework born out of the same...
27 april
19h53
546: Self hosting apps for Python people
The cloud is convenient until it isn’t. You upload your photos, sync your contacts, click through the cookie banners. Then prices go up again or you...
16 april
20h24
545: OWASP Top 10 (2025 List) for Python Devs
The OWASP Top 10 just got a fresh update, and there are some big changes: supply chain attacks, exceptional condition handling, and more. Tanya Janca...
10 april
16h56
544: Wheel Next Packaging PEPs
See the full show notes for this episode on the website at talkpython.fm 544
01 april
17h20
543: Deep Agents: LangChain’s SDK for Agents That Plan and Delegate
See the full show notes for this episode on the website at talkpython.fm 543
25 march
20h55
542: Zensical - a modern static site generator
See the full show notes for this episode on the website at talkpython.fm 542
19 march
19h38
541: Monty - Python in Rust for AI
See the full show notes for this episode on the website at talkpython.fm 541
13 march
21h17
540: Modern Python monorepo with uv and prek
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06 march
16h58
539: Catching up with the Python Typing Council
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28 february
21h28
538: Python in Digital Humanities
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21 february
20h36
537: Datastar: Modern web dev, simplified
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10 february
23h17
536: Fly inside FastAPI Cloud
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23 january
19h29
535: PyView: Real-time Python Web Apps
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13 january
05h32
534: diskcache: Your secret Python perf weapon
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05 january
08h00
533: Web Frameworks in Prod by Their Creators
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29 december
08h00
532: 2025 Python Year in Review
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18 december
08h00
531: Talk Python in Production
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13 december
08h00
530: anywidget: Jupyter Widgets made easy
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03 december
08h00
529: Computer Science from Scratch
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30 november
08h00
528: Python apps with LLM building blocks
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10 november
08h00
527: MCP Servers for Python Devs
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01 november
07h00
526: Building Data Science with Foundation LLM Models
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27 october
07h00
525: NiceGUI Goes 3.0
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20 october
07h00
524: 38 things Python developers should learn in 2025
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13 october
07h00
523: Pyrefly: Fast, IDE-friendly typing for Python
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06 october
07h00
522: Data Sci Tips and Tricks from CodeCut.ai
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29 september
07h00
521: Red Teaming LLMs and GenAI with PyRIT
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23 september
07h00
520: pyx - the other side of the uv coin (announcing pyx)
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18 september
07h00
519: Data Science Cloud Lessons at Scale
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29 august
07h00
518: Celebrating Django’s 20th Birthday With Its Creators
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22 august
07h00
517: Agentic Al Programming with Python
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19 august
07h00
516: Accelerating Python Data Science at NVIDIA
See the full show notes for this episode on the website at talkpython.fm 516
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