He Built This City
I visited the Museum of the City of New York today and got to see He Built This City: Joe Macken’s Model, the 50 x27 feet model of the city built over a 21 year period from balsa wood and cardboard. It exceeded my…
Daily edition · Python
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TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
26 articles · 7 sources · 4 papers ·
Top topics: Python · AI · AI Research
Python Language Summit 2026 blog posts are now available
On July 14th, 2026, 47 Python core developers and special guests sat down at the Python Language Summit, this year held in Kraków, Poland at EuroPython 2026, to discuss many topics about the future of the Python…
Python Language Summit 2026
The 2026 Python Language Summit was hosted in Kraków, Poland as part of EuroPython 2026. There were 15 talks covering free-threading, Rust, garbage collection, type annotations, and more.
Lightning Talks (Python Language Summit 2026)
Lightning talks on a one-time ABI break, safer interruptions, EktuPy (Scratch but Python), an AGENTS.md file for CPython, and a call to read PEP 836.
PEP 827: Type Manipulation (Python Language Summit 2026)
Michael J. Sullivan presents PEP 827 and discusses a key design decision: how to store type annotations?
Free-Threaded Python Post-Era (Python Language Summit 2026)
Tobias Wrigstad, Fridtjof Stoldt, and Donghee Na propose a safe and performant, high-level concurrency model for free-threaded Python
Developer-in-Residence Update & Future (Python Language Summit 2026)
Petr Viktorin gives an update on the Developer-in-Residence role and asks Python core developers for projects to prioritize
Spicycrab (Python Language Summit 2026)
Kushal Das shows off Spicycrab, a Python-to-Rust transpiler for Python users who need performance without learning Rust or leaving Python
Rust for CPython (Python Language Summit 2026)
David Hewitt shares a status update, first module, and potential acceptance criteria for the Rust for CPython project
Memory Snapshots for CPython (Python Language Summit 2026)
Hood Chatham proposes memory snapshots and an initialization phase for speedier Python startups
Memory Buffer Protocol (Python Language Summit 2026)
Nathan Goldbaum proposes safe concurrent access through buffer leases and custom data types for the Python Buffer Protocol.
Garbage Collection: Generational? Incremental? Both! (Python Language Summit 2026)
Mark Shannon proposes a future garbage collection strategy for Python following the revert of the incremental garbage collector in Python 3.14
macOS and Python (Python Language Summit 2026)
Ned Deily weighs whether Python should continue shipping macOS installers
One namespace to namespace them all (Python Language Summit 2026)
Pablo Galindo Salgado proposes a top-level `std` namespace for the Python standard library to prevent module shadowing and free up module names.
"Michiel's Blog": Monitoring my Samsung smart washing machine without a cloud
Two weeks ago I gave a talk at Python Leiden on how I monitor my Samsung Smart washer without using Samsung SmartThings. As Samsung announced using their SmartThings API will start costing USD 5 per month starting…
How Many Stories Can Your Data Tell?
How the way we represent data can change what we think the data is saying The post How Many Stories Can Your Data Tell? appeared first on Towards Data Science.
Insight Is Still the Currency of Data Science
Coding agents give us more time for discovery and our review practices should follow the analysis The post Insight Is Still the Currency of Data Science appeared first on Towards Data Science.
Community Videos
Watch Real Python's YouTube videos right here on the site, with the resources mentioned in each video and a full transcript.
Python 3.15: Cool New Features for You to Try
Learn what's new in Python 3.15, from lazy imports, frozendict, and sentinels to a sampling profiler and friendlier error messages.
How to Solve Issues When You Nest Measures While Overwriting the Same Filter
In DAX, we reuse existing measures all the time when writing new measures. What happens when we write a measure based on another measure and try to change a filter already set in the nested measure? The post How to…
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