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pipTrends<p>A programming language or framework becomes popular when it offers numerous helpful tools and resources. <span class="h-card" translate="no"><a href="https://fosstodon.org/@django" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>django</span></a></span> is one of the great examples of it. The Django Software Foundation has put together a useful list with information, including packages for debugging, API development and more.</p><p><a href="https://www.djangoproject.com/community/ecosystem/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">djangoproject.com/community/ec</span><span class="invisible">osystem/</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
halil deniz<p>Spoofing Packets with Scapy: A Comprehensive Guide</p><p>👉 <a href="https://denizhalil.com/2025/07/22/spoofing-packets-with-scapy-a-comprehensive-guide/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">denizhalil.com/2025/07/22/spoo</span><span class="invisible">fing-packets-with-scapy-a-comprehensive-guide/</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/ethicalhacking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ethicalhacking</span></a> <a href="https://mastodon.social/tags/pythonprojects" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonprojects</span></a> <a href="https://mastodon.social/tags/networksecurity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>networksecurity</span></a> <a href="https://mastodon.social/tags/packetmanipulation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>packetmanipulation</span></a> <a href="https://mastodon.social/tags/pythonprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonprogramming</span></a> <a href="https://mastodon.social/tags/scapy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scapy</span></a> <a href="https://mastodon.social/tags/network" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>network</span></a></p>
HackerNoon<p>Discover the fastest ways to perform row-wise operations in Pandas. This benchmark study compares apply(), iterrows(), itertuples(), vectorization, and more. <a href="https://hackernoon.com/master-geospatial-data-from-pythons-apply-to-advanced-alternatives" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">hackernoon.com/master-geospati</span><span class="invisible">al-data-from-pythons-apply-to-advanced-alternatives</span></a> <a href="https://mas.to/tags/pythonprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonprogramming</span></a></p>
Leanpub<p>Real World Python <a href="http://leanpub.com/set/leanpub/realworldpython" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">leanpub.com/set/leanpub/realwo</span><span class="invisible">rldpython</span></a> by Lukas Rieger and Christian Mayer is the featured Track of online courses on the Leanpub homepage! <a href="https://leanpub.com" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">leanpub.com</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/pythonprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonprogramming</span></a></p>
Hacker News<p>What the Fuck Python</p><p><a href="https://colab.research.google.com/github/satwikkansal/wtfpython/blob/master/irrelevant/wtf.ipynb" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">colab.research.google.com/gith</span><span class="invisible">ub/satwikkansal/wtfpython/blob/master/irrelevant/wtf.ipynb</span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/WhatTheFuckPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WhatTheFuckPython</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/CodingHumor" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CodingHumor</span></a> <a href="https://mastodon.social/tags/TechCommunity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechCommunity</span></a> <a href="https://mastodon.social/tags/DeveloperLife" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeveloperLife</span></a></p>
pipTrends<p>This week's newsletter will be out tomorrow. Interesting stuff by <span class="h-card" translate="no"><a href="https://mastodon.social/@hynek" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>hynek</span></a></span> Astral, Negar Vahid, Nik Tomazic &amp; <span class="h-card" translate="no"><a href="https://mastodon.social/@AlSweigart" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>AlSweigart</span></a></span> covered</p><p><a href="https://newsletter.piptrends.com/p/torchaudio-uv-multi-tenant-app-with" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">newsletter.piptrends.com/p/tor</span><span class="invisible">chaudio-uv-multi-tenant-app-with</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
pipTrends<p>We can automate many things using Python easily. I think this is one of the reasons why many of us love Python. In this article, <span class="h-card" translate="no"><a href="https://mastodon.social/@AlSweigart" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>AlSweigart</span></a></span> showed how to automate some of the things related to Audio, Video and Webcams.</p><p><a href="https://inventwithpython.com/blog/lost-av-chapter.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">inventwithpython.com/blog/lost</span><span class="invisible">-av-chapter.html</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
TuxAcademy<p>🌟 Exciting News ! 🌟</p><p>Our new branch is now open at:<br>📍 SF-205, Harsha Mall, Commercial Belt<br>Opp. Metro Station, Alpha-1, Greater Noida (West)</p><p>🎯 Internship + Paid Training | Certificates | Live Projects</p><p>📅 Admissions Open – Limited Seats!</p><p>📞 Call/WhatsApp: +91-7982029314, +91-8882724001</p><p>🌐 www.tuxacademy.org</p><p>📧 info@tuxacademy.org </p><p><a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.social/tags/Cybersecurity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Cybersecurity</span></a> <a href="https://mastodon.social/tags/BlockchainTechnology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BlockchainTechnology</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/RoboticsAndIoT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RoboticsAndIoT</span></a></p>
halil deniz<p>Database Management with Python and a Project Example</p><p>👉 <a href="https://denizhalil.com/2024/01/22/python-database-management-guide/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">denizhalil.com/2024/01/22/pyth</span><span class="invisible">on-database-management-guide/</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/databases" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>databases</span></a> <a href="https://mastodon.social/tags/databasesmanagement" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>databasesmanagement</span></a> <a href="https://mastodon.social/tags/pythonprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonprogramming</span></a> <a href="https://mastodon.social/tags/sqlwithpython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sqlwithpython</span></a> <a href="https://mastodon.social/tags/pythonproject" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonproject</span></a></p>
pipTrends<p>The Astral team published a guide on moving from a pip and pip‑tools workflow based on requirements files to uv’s project workflow using pyproject.toml and uv.lock.</p><p><a href="https://docs.astral.sh/uv/guides/migration/pip-to-project/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">docs.astral.sh/uv/guides/migra</span><span class="invisible">tion/pip-to-project/</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
Tommy Mintz<p>New work in process: Automated Digital Photo Collage of Guggenheim Museum. <a href="https://toot.community/tags/techspressionism" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>techspressionism</span></a> <a href="https://toot.community/tags/nyc" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nyc</span></a> <a href="https://toot.community/tags/art" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>art</span></a> <a href="https://toot.community/tags/collage" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>collage</span></a> <a href="https://toot.community/tags/timelapse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>timelapse</span></a> <a href="https://toot.community/tags/pythonprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonprogramming</span></a> <a href="https://toot.community/tags/photography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>photography</span></a></p>
pipTrends<p><span class="h-card" translate="no"><a href="https://mastodon.social/@hynek" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>hynek</span></a></span> released another great video on uv, where he explained how he uses the just tool to store commands in a cross‑platform, portable way for everyday tasks like installing or refreshing virtual environments, running tests and code checks and even development tasks like sending requests.</p><p><a href="https://www.youtube.com/watch?v=TiBIjouDGuI" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=TiBIjouDGuI</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
The Oasis BBS<p>Python vs Commodore BASIC<br><a href="https://techhub.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://techhub.social/tags/Commodore64" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Commodore64</span></a> <a href="https://techhub.social/tags/ShadowSwitcher" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ShadowSwitcher</span></a> <a href="https://techhub.social/tags/RetroCoding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RetroCoding</span></a> <a href="https://techhub.social/tags/PygameTutorial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PygameTutorial</span></a> <a href="https://techhub.social/tags/PEP8" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PEP8</span></a> <a href="https://techhub.social/tags/LearnPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LearnPython</span></a> <a href="https://techhub.social/tags/BasicVsPython" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BasicVsPython</span></a><br><a href="https://theoasisbbs.com/python-vs-commodore-basic/?feed_id=4312&amp;_unique_id=6877a3ff0374d" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">theoasisbbs.com/python-vs-comm</span><span class="invisible">odore-basic/?feed_id=4312&amp;_unique_id=6877a3ff0374d</span></a></p>
pipTrends<p>This week's pip Trends newsletter is out. Interesting stuff by Vivis Dev, Jacob Padilla, Adrien, dash0 team &amp; Simon Willison are covered this week</p><p><a href="https://newsletter.piptrends.com/p/making-a-simple-http-server-with" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">newsletter.piptrends.com/p/mak</span><span class="invisible">ing-a-simple-http-server-with</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
pipTrends<p>Logs are crucial for understanding what's happening inside your application, especially in production. This article by the Dash0 team is a must-read for mastering logging in Python. It covers structured JSON logs, centralised logging config and enriching logs with contextvars and other modern observability practices.</p><p><a href="https://www.dash0.com/guides/logging-in-python" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">dash0.com/guides/logging-in-py</span><span class="invisible">thon</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
pipTrends<p>In this article, Jacob Padilla walked through building a simple HTTP server from scratch using asyncio Protocols - no external libraries. It's a great way to understand how an HTTP server works under the hood.</p><p><a href="https://jacobpadilla.com/articles/asyncio-protocols" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jacobpadilla.com/articles/asyn</span><span class="invisible">cio-protocols</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
pipTrends<p>This week's newsletter will be out tomorrow. Interesting stuff by Tim Kamanin, Iván Palomares Carrascosa, <span class="h-card" translate="no"><a href="https://mathstodon.xyz/@rgoswami" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>rgoswami</span></a></span>, Eric Chung ( <span class="h-card" translate="no"><a href="https://hachyderm.io/@towardsdatascience" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>towardsdatascience</span></a></span> ), <span class="h-card" translate="no"><a href="https://fosstodon.org/@koaning" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>koaning</span></a></span> &amp; Johnny covered</p><p><a href="https://newsletter.piptrends.com/p/how-can-you-structure-your-python" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">newsletter.piptrends.com/p/how</span><span class="invisible">-can-you-structure-your-python</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
pipTrends<p>In this video, <span class="h-card" translate="no"><a href="https://fosstodon.org/@koaning" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>koaning</span></a></span> and Johnny demoed some of the powerful features of Marimo Notebook and walked through the amazing things you can build with it. It’s a great showcase of how Marimo stands out from traditional notebooks.</p><p><a href="https://www.youtube.com/watch?v=V77fXADveo0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=V77fXADveo0</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
pipTrends<p>Many people write Python scripts to automate tasks, but without proper structure, these scripts can quickly become hard to maintain. If you're planning to write a script, check out this Real Python article by <span class="h-card" translate="no"><a href="https://mathstodon.xyz/@rgoswami" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>rgoswami</span></a></span> Your future self (and your teammates) will thank you.</p><p><a href="https://realpython.com/python-script-structure/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">realpython.com/python-script-s</span><span class="invisible">tructure/</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>
pipTrends<p>It’s a good idea to run slow tests last; this way, you catch failed tests early and avoid putting unnecessary stress continuously on resources like databases and external services. In this article, Tim Kamanin shared how to achieve this by creating a custom marker and a pytest plugin tailored for Django application tests.</p><p><a href="https://timonweb.com/django/optimizing-test-execution-running-live_server-tests-last-with-pytest/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">timonweb.com/django/optimizing</span><span class="invisible">-test-execution-running-live_server-tests-last-with-pytest/</span></a></p><p><a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://mastodon.social/tags/PythonProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PythonProgramming</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDevelopment</span></a> <a href="https://mastodon.social/tags/WebDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WebDevelopment</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataEngineering</span></a></p>