Tweeting out the best Python posts from dev.to. Part of the @ThePracticalDev family ❤️

Joined March 2019
Photos and videos
This dev built a diskless, leaderless Kafka in Python using a formally-verified protocol and an AI coding agent. Write path, read path, compaction: 100 MB/s on real S3 for under $0.60/hr. { author: @kozlovski } dev.to/kozlovski/one-shottin…
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Testing against one version of Django isn't enough for library maintainers. How to use Tox to automate your test suite across multiple combinations of Python and Django environments. { author: @DjangoTricks } dev.to/djangotricks/using-to…
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This dev breaks down the Caesar Cipher—one of the earliest encryption techniques—and demonstrates how to implement the logic programmatically. { author: @yuridevat } dev.to/yuridevat/khoor-zruog…
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Data duplication can be catastrophic in financial apps. This dev shares how they refactored their SQL logic to enforce idempotency and ensure accurate transaction tracking. { author: Yousaf Khalil } dev.to/yousafk279/building-a…
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One model isn't always enough. Learn how to implement Stacked Generalization to combine predictions from multiple classifiers for higher accuracy. { author: @ddebajyati } dev.to/ddebajyati/building-a…
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Integrate voice capabilities into your Python applications using the Pulse STT API. This guide covers both REST and WebSocket implementations for real-time transcription, speaker diarization, and emotion detection. { author: @stalwartcoder } dev.to/stalwartcoder/build-v…
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Build a secure Model Context Protocol server in Python. This tutorial demonstrates how to set up a local development environment with the Gemini CLI and implement API key authentication for your agents. [ author: xbill @GoogleDevExpert } dev.to/gde/secure-mcp-develo…
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The `try` and `except` blocks are more than just error handling; they are a safety net for your logic. Understanding the "secret life" of Python's exception mechanisms. { author: Aaron Rose } dev.to/aaron_rose_0787cc8b47…
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"Vibes" don't compile. This expert explains how to move beyond basic prompts and teach AI agents to generate structured, production-grade code. { author: Ertuğrul Demir @GoogleDevExpert } dev.to/gde/skills-not-vibes-…
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Dive into "The Secret Life of Python" and discover a loophole that might surprise you. A deeper look at the inner workings of the language. 🐍🔍 { author: Aaron Rose } dev.to/aaron_rose_0787cc8b47…
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Stop writing boilerplate tests. This developer built a Python tool that parses Swagger documentation and uses AI to automatically generate comprehensive API test suites. { author: @m4rri4nne } dev.to/m4rri4nne/from-swagge…
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Spaces in Windows paths causing Python headaches? You aren't alone. Here is the quick fix using raw strings to save you the debugging time. { author: @nazanin_ashrafi } dev.to/nazanin_ashrafi/windo…
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This developer built a functional ATM in Python (no GUI, just logic!) and learned valuable lessons about state management and authentication along the way. { author: @AfiaOld58450 } dev.to/halakabir234hub/i-bui…
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When spreadsheets hit their limit, it is time for Python. This guide walks through loading, cleaning, and visualizing CSV data using Pandas to find actual insights in your files. { author: Tilda Udufo } dev.to/tilda_udufo/how-to-an…
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