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Introduction to developer productivity fundamentals

This post explores the core principles of developer productivity, from mindset and habits to tools and metrics. Learn how modern developers structure their environments, automate workflows, and maintain sustainable focus in 2025 to deliver better software faster and with less stress.

23/12/2025

Blog, Courses

Basics, Evergreen, Habits, Productivity
Empirical: batch vs streaming stores

This empirical post explores the modern trade-offs between batch and streaming data stores. Using benchmarks from real-world systems like Spark, Flink, and Pinot, it examines performance, cost, and operational complexity in 2025. Learn how unified architectures and hybrid designs are shaping the next generation of data processing systems.

23/12/2025

Blog, Courses

Batch, Benchmark, Data Science, Streaming
Topics Everyone Is Talking About No337

U.S. Cuts Deep into Science and Medicine Grants • Programming Languages for Music • Is Practical Quantum Computing Finally Near? • Nature Programming Language • Structured Outputs and the Illusion of Confidence

22/12/2025

Blog, News

Algorithms, CompilerDesign, ComplexityAnalysis, DataScience, DataStructures, DeveloperTooling, FunctionalProgramming, MachineLearning, MLOps, Music, OpenSource, ParallelComputing, ProgrammingLanguages, QualityAssurance, QuantumComputing, Research, SystemsThinking
Topics Everyone Is Talking About No336

The 15-Second Coding Test That Filters Out Half of Unqualified Developers • Thirteen Years of Rust and the Birth of Rue • Coding on the Subway • Logging Sucks Your Logs Are Lying to You

22/12/2025

Blog, News

Agile, BestPractices, CodeReviews, CompilerDesign, DeveloperTooling, DevEx, FunctionalProgramming, Hiring, Observability, OpenSource, QualityAssurance, RemoteWork, Rust, SoftwareTesting, SystemsThinking
Topics Everyone Is Talking About No335

A Guide to Local Coding Models • Coarse Is Better When Imperfection Fuels Creativity • Disney Unveils Next-Gen Robotic Olaf Powered by AI • Computational Complexity of New York Times Games • Galois Slicing as Automatic Differentiation

22/12/2025

Blog, News

Algorithms, ARVR, CompilerDesign, ComplexityAnalysis, ComputerVision, DesignPatterns, DeveloperTooling, EmbeddedSystems, FunctionalProgramming, GameDevelopment, GenerativeAI, IoT, Linux, MachineLearning, Mathematics, MLOps, OpenSource, Robotics, SoftwareTesting, SystemsThinking
Topics Everyone Is Talking About No334

Protecting a Forgejo Instance from AI Web Crawlers • You Cant Opt-Out of Accessibility • Eight Months into the Dumbphone Journey • I Cant Upgrade to Windows 11 Now Leave Me Alone • The Going Dark Initiative: A Chat Control 3.0 Revival…

22/12/2025

Blog, News

Agile, AI, Authentication, Authorization, AutonomousVehicles, CSS, DataEngineering, DataVisualization, DeveloperTooling, DevEx, EmbeddedSystems, Encryption, Forgejo, Frontend, GitHub, HTML, Infrastructure, IoT, LeanSoftwareDevelopment, Linux, Networking, OpenSource, OperatingSystems, Privacy, QualityAssurance, RemoteWork, SecureCoding, SoftwareTesting, SystemsThinking, TLSSSL, UserExperience, WebAccessibility, WebCrawlers, WebPerformance, WebSecurity, Windows
Topics Everyone Is Talking About No333

Clair Obscur loses Indie Game of the Year title over hidden AI usage • Indoor tanning makes youthful skin age faster at the genetic level • Inverse Parentheses: bending syntax rules for fun and insight • Understanding capacity hints in Go • Faster and practical modular inversion

21/12/2025

Blog, News

Algorithms, Backend, Cryptography, DataScience, DataStructures, Ethics, FunctionalProgramming, GameDevelopment, GenerativeAI, Go, Performance, SystemsThinking
Topics Everyone Is Talking About No332

polyproto: A Refreshingly Simple Decentralised, Federated Protocol • WebHTML Things to Avoid 2017 • Granule: A Statically Typed Linear Functional Language with Graded Modal Types

21/12/2025

Blog, News

APIDesign, BestPractices, BrowserAPIs, CompilerDesign, CSS, DeveloperTooling, DistributedSystems, EventDrivenArchitecture, Frontend, FunctionalProgramming, HTML, Networking, OpenSource, ProgrammingLanguages, SystemsThinking, WebPerformance, WebSecurity
Topics Everyone Is Talking About No331

UnifyBio: Power Tools for Translational Data Science • Task Injection: Attacking Autonomous AI Agents • Text Similarity via Normalized Compression Distance

21/12/2025

Blog, News

Algorithms, BigData, Bioinformatics, CloudComputing, DataEngineering, DataScience, DataStructures, DeveloperTooling, GenerativeAI, MachineLearning, Security, SystemsThinking
Topics Everyone Is Talking About No330

Gemini 3 Pro vs. 2.5 Pro in Pokémon Crystal • Claude in Chrome • Show HN: HN Wrapped 2025 Your Year on Hacker News, Reviewed by an LLM • Measuring How Long AI Can Stay on Task • Proving Randomized MaxCut Bounds in Lean4

21/12/2025

Blog, News

Algorithms, BrowserAPIs, Community, ComplexityAnalysis, DataScience, DataVisualization, DeveloperTooling, FormalVerification, Frontend, FunctionalProgramming, GameDevelopment, GenerativeAI, Lean4, MachineLearning, OpenSource, ReinforcementLearning, SystemsThinking