• #420 90% Done in 50% of the Available Time
    Feb 17 2025
    Topics covered in this episode: PEP 772 – Packaging governance processOfficial Django MongoDB Backend Now Available in Public PreviewDeveloper PhilosophyPython 3.13.2 releasedExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: PEP 772 – Packaging governance process draft, created 21-Jan, by Barry Warsaw, Deb Nicholson, Pradyun Gedam“As Python packaging has matured, several interrelated problems with the current way of managing the technical development, decision making and processes have become apparent.”“This PEP proposes a Python Packaging Council with broad authority over packaging standards, tools, and implementations. Like the Python Steering Council, the Packaging Council seeks to exercise this authority as rarely as possible; instead, they use this power to establish standard processes.”PEP discusses PyPA, Packaging-WG, Interoperability Standards, Python Steering Council, and Expectations of an elected Packaging CouncilA specification with Composition: 5 peopleMandate, Responsibilities, Delegations, Process, Terms, etc. Michael #2: Official Django MongoDB Backend Now Available in Public Preview Over the last few years, Django developers have increasingly used MongoDB, presenting an opportunity for an official MongoDB-built Python package to make integrating both technologies as painless as possible.Features The ability to use Django models with confidence. Developers can use Django models to represent MongoDB documents, with support for Django forms, validations, and authentication.Django admin support. The package allows users to fire up the Django admin page as they normally would, with full support for migrations and database schema history.Native connecting from settings.py. Just as with any other database provider, developers can customize the database engine in settings.py to get MongoDB up and running.MongoDB-specific querying optimizations. Field lookups have been replaced with aggregation calls (aggregation stages and aggregate operators), JOIN operations are represented through $lookup, and it’s possible to build indexes right from Python.Limited advanced functionality. While still in development, the package already has support for time series, projections, and XOR operations.Aggregation pipeline support. Raw querying allows aggregation pipeline operators. Since aggregation is a superset of what traditional MongoDB Query API methods provide, it gives developers more functionality. Brian #3: Developer Philosophy by qntmIntended as “advice for junior developers about personal dev philosophy”, I think these are just great tips to keep in mind.The items Avoid, at all costs, arriving at a scenario where the ground-up rewrite starts to look attractive This is less about “don’t do rewrites”, but about noticing the warning signs ahead of time.Aim to be 90% done in 50% of the available time Great quote: “The first 90% of the job takes 90% of the time. The last 10% of the job takes the other 90% of the time.”Automate good practicesThink about pathological data “Nobody cares about the golden path. Edge cases are our entire job.”Brian’s note: But also think about the happy path. Documenting and testing what you think of as the happy path is a testing start and helps others understand your idea of how things are supposed to work.There’s usually a simpler way to write itWrite code to be testableIt is insufficient for code to be provably correct; it should be obviously, visibly, trivially correct Brian’s note: Even if it’s obviously, visibly, trivially correct, it will still break. So test it anyway. Michael #4: Python 3.13.2 released Python 3.13’s second maintenance release. About 250 changes went into this updateAlso Python 3.12.9, Python 3.12’s ninth maintenance release already. Just 180 changes for 3.12, but it’s still worth upgrading.For us, it’s simply rebuilding our Docker base (i.e. —no-cache) with these lines: RUN curl -LsSf https://astral.sh/uv/install.sh | sh RUN --mount=type=cache,target=/root/.cache uv venv --python 3.13 /venv Extras Brian: Still thinking about pytest plugins a lot.The top pytest plugin list Has been updated for FebIs starting to include things without “pytest” in the name, like Hypothesis and Syrupy. Eventually I’ll have to add “looking at trove classifiers” as part of the search...
    Show more Show less
    28 mins
  • #419 Is your back end popular?
    Feb 4 2025
    Topics covered in this episode: content-types package for better MIME types/Content-TypeWagtail 6.4Build It YourselfBuild backend popularity over timeExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: content-types package for better MIME types/Content-Type It started with this comment from Raf.mimetypes — Map filenames to MIME typesIt is oddly missing very common types and varies by platform, OS install and other factors (see this function).Search around and found python-magic. Seems great but ImportError: failed to find libmagic. Check your installation → brew install libmagicmagic.from_file("testdata/test.pdf") → FileNotFoundError: [Errno 2] No such file or directory: 'testdata/test.pdf'hmmSo I had to create my own. Introducing content-types A Python library to map file extensions to MIME types.Unlike other libraries, this one does not try to access the file or parse the bytes of the file or stream. It just looks at the extension.Better support than mimetypes builtin. Brian #2: Wagtail 6.4 Release notesLots of great updates, but I want to zoom in on background tasks.6.4 includes django-tasks which is an available implementation of DEP 0014: Background workers This proposal is accepted and this thread includes a great talk from DjangoCon Europe 2024Why is this cool? Even though django-tasks says it’s “under active development”, as long as you pin the version and test your behavior depending on this, it must be ready to use if wagtail is going for it. Don't you think? Michael #3: Build It Yourself from Armin Ronacher, sent in by Rafael WeingartnerAn excellent article pushing back on too many dependenciesMaybe the advice of always prefer code reuse isn’t that great after all?It’s much much easier to solve small little problems these days due to AI.Take Postmark as an example.“It's time to have a new perspective: we should give kudos to engineers who write a small function themselves instead of hooking in a transitive web of crates. We should be suspicious of big crate graphs. Celebrated are the minimal dependencies, the humble function that just quietly does the job, the code that doesn't need to be touched for years because it was done right once.” - Armin Brian #4: Build backend popularity over time Bastian VenthurThis is just for projects using pyproject.tomlApparently he did this last year as well, so we can see some trends.Results setuptools: ~50% (last year ~50%)poetry: ~30% (last year ~33%)hatchling: (percent not listed, but looks like 12-15%), (last year 10%)flit: ~5% (last year ~10%)other: (above flit now)Analysis: setuptools continues to grow in absolute numbers and maintain it’s percentage.poetry declininghatchling growingflit decliningBrian commentary This is not surprising to me. I generally use hatchling for more control, and setuptools for simple projects. I think we might end up with mostly setuptools and hatchling in a couple years. Extras Brian: Test & Code Archive is now all episodes on one page Old method was 30 episodes per pageFor something completely different NameGrapher - popularity of US namesNo wonder I don’t meet a lot of kids named BrianMichael is #16 (#1 in 1950s - 1990s)Brian is #317 (#8 in 1970s) Joke: The long path to rejection.
    Show more Show less
    30 mins
  • #418 I'm a tea pot
    Jan 27 2025
    Topics covered in this episode: In memoriam: Michael Foord 1974-2025Valkey (Redis Replacement)30 best practices for software development and testingmimetype.ioExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: In memoriam: Michael Foord 1974-2025 Guido van Rossum and othersWe’ve just lost Michael Foord this last weekend.From Guido: “Michael, an original thinker if there ever was one, started the tradition of having Language Summit events at PyCon, IIRC together with Barry Warsaw. He also wrote and contributed the influential mock library. … “ “PS. Feel free to post your own (positive) memories of meeting Michael – perhaps his children (10 and 13) will read them when they’re older and this thread might help them remember their father.” I’ve added my memories. I think this is a great (and small) way to honor him.My friend Michael - Nicholas TolerveyAfter 5 years of trying, I did get an interview with Michael. I wish I’d have gotten that followup. Test & Code episode with Michael, ep 145, “For those about to mock” Michael #2: Valkey (Redis Replacement) Thanks Calvin HPAn open source (BSD) high-performance key/value datastore that supports a variety of workloads such as caching, message queues.Can act as a primary database.Valkey can run as either a standalone daemon or in a cluster, with options for replication and high availability.Valkey natively supports a rich collection of datatypes, including strings, numbers, hashes, lists, sets, sorted sets, bitmaps, hyperloglogs and more. You can operate on data structures in-place with an expressive collection of commands. Brian #3: 30 best practices for software development and testing Michael Foord (from 2017)Some gems 1 - YAGNI6 - Unit tests test to the unit of behavior, not the unit of implementation. 8 - Code is the enemy: It can go wrong, and it needs maintenance. Write less code. Delete code. Don’t write code you don’t need.15 - The more you have to mock out to test your code, the worse your code is.and so many more … Michael #4: mimetype.io I’m always forgetting content types!Also, shout out to httpstatuses.io Extras Brian: Python 1.0.0 released 31 years ago Michael: Python 3.14.0 alpha 4 is out Joke: Tea Time
    Show more Show less
    20 mins
  • #417 Bugs hide from the light
    Jan 21 2025
    Topics covered in this episode: LLM CatcherOn PyPI Quarantine processRESPXUnpacking kwargs with custom objectsExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: LLM Catcher via Pat DeckerLarge language model diagnostics for python applications and FastAPI applications .Features Exception diagnosis using LLMs (Ollama or OpenAI)Support for local LLMs through OllamaOpenAI integration for cloud-based modelsMultiple error handling approaches: Function decorators for automatic diagnosisTry/except blocks for manual controlGlobal exception handler for unhandled errors from imported modulesBoth synchronous and asynchronous APIsFlexible configuration through environment variables or config file Brian #2: On PyPI Quarantine process Mike FiedlerProject Lifecycle Status - Quarantine in his "Safety & Security Engineer: First Year in Review post” Some more info now in Project QuarantineReports of malware in a project kick things offAdmins can now place a project in quarantine, allowing it to be unavailable for install, but still around for analysis.New process allows for packages to go back to normal if the report is false.However Since August, the Quarantine feature has been in use, with PyPI Admins marking ~140 reported projects as Quarantined.Of these, only a single project has exited Quarantine, others have been removed. Michael #3: RESPX Mock HTTPX with awesome request patterns and response side effects A simple, yet powerful, utility for mocking out the HTTPX, and HTTP Core, libraries.Start by patching HTTPX, using respx.mock, then add request routes to mock responses.For a neater pytest experience, RESPX includes a respx_mock fixture Brian #4: Unpacking kwargs with custom objects RodrigoA class needs to have a keys() method that returns an iterable.a __getitem__() method for lookupThen double splat ** works on objects of that type. Extras Brian: A surprising thing about PyPI's BigQuery data - Hugovk Top PyPI Packages (and therefore also Top pytest Plugins) uses a BigQuery datasetHas grabbed 30-day data of 4,000, then 5,000, then 8,000 packages.Turns out 531,022 packages (amount returned when limit set to a million) is the same cost.So…. hoping future updates to these “Top …” pages will have way more data. Also, was planning on recording a Test & Code episode on pytest-cov today, but haven’t yet. Hopefully at least a couple of new episodes this week.Finally updated pythontest.com with BlueSky links on home page and contact page. Michael: Follow up from Owen (uv-secure): Thanks for the multiple shout outs! uv-secure just uses the PyPi json API at present to query package vulnerabilities (same as default source for pip audit). I do smash it asynchronously for all dependencies at once... but it still takes a few seconds. Joke: Bugs hide from the light!
    Show more Show less
    24 mins
  • #416 A Ghostly Episode
    Jan 13 2025
    Topics covered in this episode: Terminals & ShellsWinloop: An Alternative library for uvloop compatibility with windowsRuff & uvuv-secureExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Terminals & Shells Ghostty is out Started by Mitchel Hashimoto, one of the co-founders of Hashicorp“Ghostty is a terminal emulator that differentiates itself by being fast, feature-rich, and native. While there are many excellent terminal emulators available, they all force you to choose between speed, features, or native UIs. Ghostty provides all three.”Currently for macOS & Linux (Windows planned)Version 1.0.1 released Dec 31, announced in OctFeatures: cross-platform, windows, tabs, and splits, Themes, Ligatures, …Shell Integration: Some Ghostty features require integrating with your shell. Ghostty can automatically inject shell integration for bash, zsh, fish, and elvish.Fish is moving to Rust “fish is a smart and user-friendly command line shell with clever features that just work, without needing an advanced degree in bash scriptology.”“fish 4.0 is a big upgrade. It’s got lots of new features to make using the command line easier and more enjoyable, such as more natural key binding and expanded history search. And under the hood, we’ve rebuilt the foundation in Rust.” Michael #2: Winloop: An Alternative library for uvloop compatibility with windows via Owen LamontAn alternative library for uvloop compatibility with windows .It always felt disappointing when libuv is available for windows but windows was never compatible with uvloop. Brian #3: Ruff & uv Ruff 0.9.0 has a new 2025 style guide f-string formatting improvements Now formats expressions interpolated inside f-string curly bracesQuotes normalized according to project configUnnecessary escapes removedExamines interpolated expressions to see if splitting the string over multiple lines is okOther changes to, but it’s the f-string improvements I’m excited about.Python 3.14.0a3 is out, and available with uv uv python install 3.14 --preview Michael #4: uv-secure by Owen Lamont (yes again :) )This tool will scan PyPi dependencies listed in your uv.lock files (or uv generated requirements.txt files) and check for known vulnerabilities listed against those packages and versions in the PyPi json API.I don't intend uv-secure to ever create virtual environments or do dependency resolution - the plan is to leave that all to uv since it does that so well and just target lock files and fully pinned and dependency resolved requirements.txt files).Works “out of the box” with a requirements.txt from uv pip compile. Extras Brian: Test & Code Season 2: pytest plugins Season 1 was something like 223 episodes over 9.5 yearsStarted the summer of 2015Send in pytest plugin suggestions to Brian on BlueSky or Mastodon or the contact form at pythontest.com Michael: Episode Deep Dive feature at Talk Python Feedback on social media: Those deep dives look really handy. Yes, those ARE really handy! Thanks for doing that.wow, yes please! This is awesome.Wow, this is amazing. … It helps when going back to check something (without having to re-listen).PyCon Austria at.pycon.orgHeavy metal status codesBeautiful Soup feedback CFA via Sumana Harihareswara Joke: That's a stupid cup
    Show more Show less
    44 mins
  • #415 Just put the fries in the bag bro
    Dec 23 2024
    Topics covered in this episode: dbos-transact-pyTyped Python in 2024: Well adopted, yet usability challenges persistRightTyperLazy self-installing Python scripts with uvExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: dbos-transact-py DBOS Transact is a Python library providing ultra-lightweight durable execution.Durable execution means your program is resilient to any failure.If it is ever interrupted or crashes, all your workflows will automatically resume from the last completed step.Under the hood, DBOS Transact works by storing your program's execution state (which workflows are currently executing and which steps they've completed) in a Postgres database.Incredibly fast, for example 25x faster than AWS Step Functions. Brian #2: Typed Python in 2024: Well adopted, yet usability challenges persist Aaron Pollack on Engineering at Meta blog“Overall findings 88% of respondents “Always” or “Often” use Types in their Python code.IDE tooling, documentation, and catching bugs are drivers for the high adoption of types in survey responses,The usability of types and ability to express complex patterns still are challenges that leave some code unchecked.Latency in tooling and lack of types in popular libraries are limiting the effectiveness of type checkers.Inconsistency in type check implementations and poor discoverability of the documentation create friction in onboarding types into a project and seeking help when using the tools. “Notes Seems to be a different survey than the 2023 (current) dev survey. Diff time frame and results. July 29 - Oct 8, 2024 Michael #3: RightTyper A fast and efficient type assistant for Python, including tensor shape inference Brian #4: Lazy self-installing Python scripts with uv Trey HunnerCreating your own ~/bin full of single-file command line scripts is common for *nix folks, still powerful but underutilized on Mac, and trickier but still useful on Windows.Python has been difficult in the past to use for standalone scripts if you need dependencies, but that’s no longer the case with uv.Trey walks through user scripts (*nix and Mac) Using #! for scripts that don’thave dependenciesUsing #! with uv run --script and /// script for dependenciesDiscussion about how uv handles that. Extras Brian: Courses at pythontest.com If you live in a place (or are in a place in your life) where these prices are too much, let me know. I had a recent request and I really appreciate it. Michael: Python 3.14 update releasedTop episodes of 2024 at Talk PythonUniversal check for updates macOS: Settings > Keyboard > Keyboard shortcuts > App shortcuts > +Then add shortcut for single app, ^U and the menu title. Joke: Python with rizz
    Show more Show less
    33 mins
  • #414 Because we are not monsters
    Dec 16 2024
    Topics covered in this episode: New project to shorten django-admin to django because we are not monstersdjango-unicorn: The magical reactive component framework for Django Testing some tidbitsThe State of Python 2024 articleExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: New project to shorten django-admin to django because we are not monsters Jeff Tripplet has created django-cli-no-admin to shorten django-admin to just django.“One of the biggest mysteries in Django is why I have to run django-admin from my terminal instead of just running django. Confusingly, django-admin has nothing to do with Django’s admin app.”Instead of typing things like: django-admin startproject mysite projectnameWe can type the shorter: django startproject mysite projectnameI love this kind of developer speedup / comfort improvementsAnd yes, Jeff wants Django to eventually include this as the default way to run the command line utilities. Michael #2: django-unicorn: The magical reactive component framework for Django Add modern site functionality: Quickly add in simple interactions to regular Django templates without learning a new templating language.Skip the JavaScript build toolsNo API required: Skip creating a bunch of serializers and just use Django. Brian #3: Testing some tidbits Ned BatchelderDifferent ways to test to see if a string has only 0 or 1 in it.And also, a way to check all the different ways to make sure they work.Fun post, and I learned about cleandoc - a way to strip leading blank space and maintain code block indentation I usually use textwrap.dedent()partition - splitting strings based on a substringUsing | to pass imports to eval() - I don't use eval much.However, no pytest! Here’s a way to check all this with pytest: Testing some tidbits with pytest Michael #4: The State of Python 2024 article Python usage with other languages drops as general adoption grows41% of Python developers have under 2 years of experiencePython learning expands through diverse channelsThe Python 2 vs. 3 divide is in the distant pastFlask, Django, and FastAPI remain top Python web frameworksMost Python web apps run on hyperscale cloudsContainers over VMs over hardwareuv takes Python packaging by storm Extras Brian: More Django: Dracula Theme for Django Admin Michael: Zen Browser updateOffice refreshTranscripts (in some players) Joke: Volkswagen, passing all the tests
    Show more Show less
    30 mins
  • #413 python-build-standalone finds a home
    Dec 9 2024
    Topics covered in this episode: jiterA new home for python-build-standalonemoka-pyuv: An In-Depth GuideExtrasJokeWatch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python TrainingThe Complete pytest CoursePatreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky)Brian: @brianokken@fosstodon.org / @brianokken.bsky.socialShow: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: jiter Fast iterable JSON parser.About to be the backend for Pydantic and Logfire. Currently powers OpenAI / ChatGPT (along with Pydantic itself), at least their Python library, maybe more.jiter has three interfaces: JsonValue an enum representing JSON dataJiter an iterator over JSON dataPythonParse which parses a JSON string into a Python objectjiter-python - This is a standalone version of the JSON parser used in pydantic-core. The recommendation is to only use this package directly if you do not use pydantic Brian #2: A new home for python-build-standalone Charlie MarshSee also Transferring Python Build Standalone Stewardship to Astral from Gregory Szorcpython-build-standalone is the project that has prebuilt binaries for different architectures.used by uv python install 3.12 and uv venv .venv --python 3.12 and uv syncThis is good stability news for everyone.Interesting discussion of prebuilt Python from Charlie Michael #3: moka-py A high performance caching library for Python written in Rustmoka-py is a Python binding for the highly efficient Moka caching library written in Rust. This library allows you to leverage the power of Moka's high-performance, feature-rich cache in your Python projects.Features Synchronous Cache: Supports thread-safe, in-memory caching for Python applications.TTL Support: Automatically evicts entries after a configurable time-to-live (TTL).TTI Support: Automatically evicts entries after a configurable time-to-idle (TTI).Size-based Eviction: Automatically removes items when the cache exceeds its size limit using the TinyLFU policy.Concurrency: Optimized for high-performance, concurrent access in multi-threaded environments. Brian #4: uv: An In-Depth Guide On SaaS Pegasus blog, so presumably by Cory ZueGood intro to uvAlso a nice list of everyday commands Install python: uv python install 3.12 I don’t really use this anymore, as uv venv .venv --python 3.12 or uv sync install if necessarycreate a virtual env: uv venv .venv --python 3.12install stuff: uv pip install djangoadd project dependenciesbuild pinned dependenciesAlso discussion about adopting the new workflow Extras Brian: PydanticAI - not sure why I didn’t see that comingIn the “good to know” and “commentary on society” area: Anti-Toxicity Features on BlueskyThe WIRED Guide to Protecting Yourself From Government Surveillance Michael: Go sponsor a bunch of projects on GitHubRegistration is open for PyCon Joke: Inf
    Show more Show less
    31 mins