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Topics Everyone Is Talking About No329

Go ahead, self-host Postgres • Show HN: Jmail Google Suite for Epstein files • Over 40 of fatally injured drivers tested positive for THC, study finds • How cybercrime takedowns were used to silence critics of Flock • OpenSCAD is kinda neat…

21/12/2025

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3DModeling, Algorithms, APIs, Backend, CompilerDesign, CSS, CyberSecurity, DataAnalysis, Databases, DataManagement, DataScience, DataStructures, DeveloperTooling, Ethics, Frontend, Go, HashTables, HTML, Infrastructure, Linux, Networking, OpenSource, PostgreSQL, Ruby, SystemsThinking, WebSecurity
Topics Everyone Is Talking About No328

Graphite Joins Forces with Cursor • Why Developers Cant Get Enough of Rust • A Love Letter to Raycast

20/12/2025

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Concurrency, DeveloperTooling, DevEx, GitHub, OpenSource, ProductManagement, Rust, SystemsThinking, VersionControl
Topics Everyone Is Talking About No327

LLM Year in Review 2025: Shifts, Insights, and Emerging Paradigms • A Better Zip Bomb: Compression, Exploits, and Algorithmic Ingenuity • NOAA Launches AI-Powered Global Weather Models • Understanding Dart Class Modifiers Through Lattice Theory • A Decade on Datomic – Davis Shepherd Jonathan Indig Netflix

20/12/2025

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Algorithms, BigData, ClimateModeling, Clojure, CloudComputing, CompilerDesign, Compression, Dart, DatabaseScaling, DataEngineering, DataScience, DataStructures, DeepLearning, DevEx, DistributedSystems, EventSourcing, FunctionalProgramming, GenerativeAI, MachineLearning, MLOps, NaturalLanguageProcessing, ObjectOrientedProgramming, OpenSource, SecureCoding, SystemsThinking, WebSecurity
Empirical: pyinstaller vs nuitka vs cx_Freeze

This in-depth empirical comparison explores how PyInstaller, Nuitka, and cx_Freeze perform in packaging and distributing Python applications in 2025. We benchmark them on performance, binary size, startup latency, and build reproducibility across platforms, giving advanced Python engineers a clear understanding of which tool best fits their deployment strategy.

20/12/2025

Blog, Courses

Benchmark, CxFreeze, Nuitka, PyInstaller, Python
Best practices for evaluating clusters

Evaluating clustering models goes far beyond picking the highest silhouette score. This post explores modern best practices for evaluating clusters in unsupervised learning, combining internal and external validation metrics, visualization techniques, and domain-driven evaluation frameworks that leading data teams use in 2025 to ensure meaningful, actionable segmentation results.

20/12/2025

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Data Science, Evaluation, Silhouette
Topics Everyone Is Talking About No326

Hacker News Front Page But With Honest Titles • Amazon to Support ePub and PDF Downloads for DRM-Free eBooks • Garage An S3-Compatible Object Store Built for the Edge • Mistral OCR 3 A Major Leap in Document Understanding • TikTok Deal Ends in the Worst Possible Way…

20/12/2025

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Authentication, AWS, BrowserAPIs, CloudComputing, CodeReviews, ComputerVision, Concurrency, CPlusPlus, CSS, DeepLearning, DeveloperTooling, DistributedSystems, EdgeComputing, Encryption, Frontend, GenerativeAI, HTML, JavaScript, Linux, MachineLearning, Networking, ObjectOrientedProgramming, OpenSource, OpticalCharacterRecognition, ProductManagement, Rust, SecureCoding, SoftwareTesting, StorageSystems, SystemsThinking, TLSSSL, WebDevelopment, WebPerformance, WebSecurity
Topics Everyone Is Talking About No325

My First Win Building with AI Agents • LeaseGuard: Rethinking Raft Leader Leases • Finite-State Transducers for Substitution Tilings • 8-bit Boléro: The Worlds Most Ambitious Chiptune • Prompt Caching: Making LLM Inference 10 Cheaper

19/12/2025

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Algorithms, Backend, Caching, CloudComputing, ComplexityAnalysis, Concurrency, Consistency, CPlusPlus, DatabaseScaling, DataScience, DataStructures, DeveloperTooling, DistributedSystems, EmbeddedSystems, FunctionalProgramming, GameDevelopment, GenerativeAI, Go, MachineLearning, Mathematics, MLOps, Optimization, ReinforcementLearning
Topics Everyone Is Talking About No324

AI Speeds Up Developmentbut Causes 1.7 More Bugs • headson: headtail for Structured Data Summarize JSONYAML and Source Code • dogalog: A Prolog-Based Livecoding Music Environment • History LLMs: Models Trained on Pre-1913 Texts

19/12/2025

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Agile, Algorithms, Concurrency, DataEngineering, DataScience, DataVisualization, DeepLearning, DeveloperTooling, FunctionalProgramming, GameDevelopment, GenerativeAI, JSON, MachineLearning, NaturalLanguageProcessing, OpenSource, Python, QualityAssurance, SoftwareTesting, YAML
Topics Everyone Is Talking About No323

Dear ACM: Youre Using AI Wrong But Theres Still Time to Fix It • Partial Inlining: Smarter Compiler Optimization Explained • Mastering Bit Arrays in Gleam • GPT-5.2-Codex • Inside Chinas Manhattan Project for AI Chips

19/12/2025

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Algorithms, ArtificialIntelligence, CloudComputing, CompilerDesign, ComplexityAnalysis, CPlusPlus, DataEngineering, DataScience, DataStructures, DeepLearning, DeveloperTooling, DistributedSystems, FunctionalProgramming, GenerativeAI, MachineLearning, NaturalLanguageProcessing, ObjectOrientedProgramming, OpenSource, Optimization, PerformanceOptimization, ReinforcementLearning, Rust, SystemsThinking
Introduction to SOLID principles in Python

An introduction to SOLID principles for Python developers. Learn how to write cleaner, more modular, and maintainable code by applying the five foundational software design principles—SRP, OCP, LSP, ISP, and DIP—with practical Python examples and real-world best practices.

19/12/2025

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Intro, Python, SoftwareEngineering, SOLID