#infinity-loop

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#scala
Scala
fromMedium
9 hours ago

Scala's Growth Model - Building Inward, Starving Outward

Scala's ecosystem excels internally but struggles to attract new users due to structural and cultural barriers.
fromArtima
1 month ago
Software development

A (Brief) History of Object-Functional Programming

Scala matured into a practical object-functional language embraced by industry, combining language evolution and hybrid paradigms to reach production readiness.
Scala
fromMedium
9 hours ago

Scala's Growth Model - Building Inward, Starving Outward

Scala's ecosystem excels internally but struggles to attract new users due to structural and cultural barriers.
Python
fromMathspp
1 day ago

Who wants to be a millionaire: iterables edition

A Python quiz themed around iterables was presented at PyCon Lithuania 2026, featuring four questions and a performance.
Roam Research
fromInfoQ
3 days ago

Bloom Filters: Theory, Engineering Tradeoffs, and Implementation in Go

Bloom filters efficiently reduce unnecessary lookups in storage systems by filtering out definite negatives, improving latency and resource allocation.
#ai-in-software-development
Software development
fromMedium
3 days ago

The AI Divide: Engineers Who Multiply Problems vs Engineers Who Eliminate Them

Writing code is now cheap, but the consequences of mistakes in software development remain costly and can scale quickly.
fromInfoQ
2 weeks ago
Agile

AI Coding Assistants Haven't Sped up Delivery Because Coding Was Never the Bottleneck

AI coding tools increase individual developer output, but project-level gains are modest due to bottlenecks in specification and verification requiring human judgment.
Software development
fromMedium
3 days ago

The AI Divide: Engineers Who Multiply Problems vs Engineers Who Eliminate Them

Writing code is now cheap, but the consequences of mistakes in software development remain costly and can scale quickly.
Agile
fromInfoQ
2 weeks ago

AI Coding Assistants Haven't Sped up Delivery Because Coding Was Never the Bottleneck

AI coding tools increase individual developer output, but project-level gains are modest due to bottlenecks in specification and verification requiring human judgment.
fromTheregister
3 days ago

Stack Overflow abandons redesign beta after criticism

We will be retiring the beta shortly and will be removing the button to get to it and ceasing support for it. The beta garnered negative feedback from the Stack Overflow community, including observations that it looked more like a general discussion site such as Reddit and was losing the essence of what made it successful: precise questions and community-validated answers.
Online Community Development
#ai-coding-assistants
fromRubyflow
1 week ago
Ruby on Rails

Internator now runs on OpenCode (bye Codex)

Internator is a Ruby CLI that automates code changes and now operates on OpenCode for enhanced flexibility and efficiency.
Software development
fromMedium
4 days ago

Claude Code Context Window Optimization Best Practices

Managing the context window is crucial for optimal performance in Claude Code, preventing issues like context drift and hallucinations.
fromMedium
1 week ago

The Best Way To Work With Claude Code

Voice interaction with Claude Code significantly enhances the user experience by allowing for faster input. Speaking is often 2-3 times quicker than typing, which can streamline the process of giving commands.
Typography
fromSlicker
1 week ago

Basic Physics Engine in about 100 lines of pure JavaScript

The Vec class implements 2D vectors, providing essential operations like addition, subtraction, scaling, and normalization, which are fundamental for all geometric calculations in the simulation.
Vue
#claude-code
Python
fromMedium
1 week ago

How to Get the Most Out of Claude Code

The /insights command in Claude Code analyzes user interaction history and generates a detailed report for improvement.
UX design
fromMedium
1 month ago

Claude Code Best Practices

Plan before executing when using Claude Code to avoid spending excessive time fixing errors and redirecting the AI toward correct solutions.
Python
fromMedium
1 week ago

How to Get the Most Out of Claude Code

The /insights command in Claude Code analyzes user interaction history and generates a detailed report for improvement.
UX design
fromMedium
1 month ago

Claude Code Best Practices

Plan before executing when using Claude Code to avoid spending excessive time fixing errors and redirecting the AI toward correct solutions.
Software development
fromInfoQ
5 days ago

Dynamic Languages Faster and Cheaper in 13-Language Claude Code Benchmark

Dynamic languages like Ruby, Python, and JavaScript are faster and cheaper for AI coding tasks compared to statically typed languages.
Data science
fromInfoWorld
3 weeks ago

The 'toggle-away' efficiencies: Cutting AI costs inside the training loop

Simple optimizations can significantly reduce AI training costs and carbon emissions without needing the latest GPUs.
JavaScript
fromMedium
2 weeks ago

Metaprogramming: teaching the compiler to explain your data.

Contextual information enhances debugging by providing field names, types, and nested structures.
Scala
fromMedium
2 weeks ago

Breaking Scala's Nil with Java Reflection

Java reflection in Spring Data MongoDB caused a bug in Scala's Nil singleton, revealing a mismatch between Scala's guarantees and JVM behavior.
UX design
fromAdamsilver.io
1 month ago

Why designing in code makes you a better designer

The web has inherent properties like fluidity and vertical stacking; designing with these properties rather than against them creates better, more functional digital experiences.
fromRubyflow
2 weeks ago

The tool I wish I had 25 apps ago

Every iOS app I've shipped over the last nine years started the same way: a Rails developer with a great web app, users who want it in the App Store, and weeks spent on Xcode, signing certificates, and Swift boilerplate that has nothing to do with the actual product.
Node JS
fromhowtocenterdiv.com
3 weeks ago

Bun vs Node.js Performance: Why Your Event Loop Is the Real Bottleneck

Bun outperforms Node.js in specific benchmarks, but real-world performance issues often stem from database and CPU bottlenecks, not runtime choice.
Artificial intelligence
fromMedium
3 weeks ago

The AI Coding Pitfalls Report: Facts, Trivia, and Structural Solutions

Engineers must shift from treating LLMs as chatbots to treating them as compilers, implementing a dedicated diagnostic phase to identify AI-specific defects before code merges.
Software development
fromMedium
2 weeks ago

The Verifier-Compiler Loop: Turning Human Preferences into Production Agent Judgment

Production failures arise from compounded small errors in long workflows, not just isolated prompt failures.
Web development
fromFlorianschulz
1 month ago

Design Engineering 101: Typeahead

Typeahead features suggest text completions as users type, with two variants: dimmed text and highlighted text with additional styling, requiring custom implementation beyond standard HTML elements.
Artificial intelligence
fromZDNET
1 month ago

AI is getting scary good at finding hidden software bugs - even in decades-old code

AI models can effectively identify decades-old bugs in legacy code, but this capability also enables hackers to exploit vulnerabilities in deployed systems.
Typography
fromEvery
1 month ago

How to Design Software With Weight

Every's design process prioritizes tactile, tangible interfaces by studying physical objects like vintage radios and light switches to make digital elements feel real and touchable on screen.
Software development
fromTechzine Global
3 weeks ago

Vibe coding can't dance, a new spec routine emerges

Vibe coding uses AI agents to generate code from high-level prompts, but vague instructions cause hallucinations and incompatible code components that fail during integration.
UX design
fromInfoWorld
1 month ago

How generative UI cut our development time from months to weeks

Use fine-tuned LLMs with predefined component libraries and layout patterns to dynamically generate adaptive user interfaces at runtime, eliminating months of manual design work for each use case variation.
Software development
fromInfoWorld
4 weeks ago

The AI coding hangover

Replacing developers with LLMs creates brittle, unmaintainable systems with hidden costs rather than eliminating complexity, as enterprises discover engineering judgment cannot be automated away.
Software development
frominfiniteundo.com
1 month ago

Falsehoods programmers believe about time

Common programming bugs stem from widespread misconceptions about how computers and calendars handle time, including daylight savings, leap years, and clock synchronization issues.
#java
fromTreehouse Blog
2 months ago

Coding for Beginners: What You Really Need to Know Before You Start

Coding is simply the act of giving instructions to a computer. Those instructions are written in programming languages that follow specific rules, but at a beginner level, the focus is not on perfection or complexity. It is on learning how to think through problems step by step. Learning to code helps you: understand how websites and applications work break problems into smaller, manageable pieces think logically and clearly about processes build confidence through hands-on creation develop skills that transfer across many roles
Online learning
Data science
fromTreehouse Blog
2 months ago

Beginning SQL: 10 Essential Query Patterns

Recognizing common SQL query patterns enables beginners to retrieve, filter, summarize, and reason about data effectively across industries.
Artificial intelligence
fromZDNET
1 month ago

7 AI coding techniques that quietly make you elite

Agentic AI tools make a single developer far more productive, enabling rapid cross-platform product creation by encoding design systems, user profiles, and permanent bug lessons.
#javascript
fromMedium
2 months ago

Algorithms Are Just Real Life, Formalized

Which Algorithm Is This? If you step back, this maps almost perfectly to the Top K Frequent Elements problem.We usually solve it for integers in a list. Here, the "elements" are audience profiles age and body-type combinations. First, define what an audience profile looks like: case class Profile(age: Int, height: Int, weight: Int) What we want is a function like this:
Scala
Python
fromPythonmorsels
2 months ago

All iteration is the same in Python

All Python iteration forms use the same iterator protocol; iterating over an object yields its defined iteration items (e.g., dictionary yields keys, string yields characters).
fromPythonbytes
2 months ago

Stack Overflow is Cooked

port-killer A powerful cross-platform port management tool for developers. Monitor ports, manage Kubernetes port forwards, integrate Cloudflare Tunnels, and kill processes with one click. Features: 🔍 Auto-discovers all listening TCP ports ⚡ One-click process termination (graceful + force kill) 🔄 Auto-refresh with configurable interval 🔎 Search and filter by port number or process name ⭐ Favorites for quick access to important ports 👁️ Watched ports with notifications 📂 Smart categorization (Web Server, Database, Development, System)
Python
UX design
fromSubstack
1 month ago

How Agentation Cut Claude Code UI Iterations in Half

Agentation creates a reliable mapping between visible browser UI elements and their React code, enabling precise, faster AI-assisted UI edits and reducing iteration time.
fromSlicker
1 month ago

Mini Logo Interpreter in 100 lines of pure JS

Logo is a programming language designed in the 60s. Its most famous feature is turtle graphics: the programmer controls the "turtle" (cursor) with instructions like forward, left, right, repeat and the turtle leaves a 'trace' on the screen. Today we'll build a compact, single-file logo interpreter in about 100 lines of pure JavaScript. To keep the code short, we'll only implement the four instructions above, plus color_cycle (not part of the standard Logo) that cycles through 36 HSV hues.
JavaScript
UX design
fromMedium
2 months ago

How to Use NotebookLM to Guide Coding via MCP

Skip Figma: convert product specifications directly into production-quality UI code by connecting NotebookLM to Cursor via MCP.
Artificial intelligence
fromDri
2 months ago

Software as clay on the wheel

Automated, stateless iterative AI loops that read specifications, implement tasks, run tests, and commit passing code enable reliable, scalable progress on complex development projects.
#ai-generated-code
#generative-ai
fromMedium
3 months ago
Artificial intelligence

Engineering After AI: Why Writing Code Is No Longer the Hard Part

fromMedium
3 months ago
Artificial intelligence

Engineering After AI: Why Writing Code Is No Longer the Hard Part

fromMedium
3 months ago
Artificial intelligence

Engineering After AI: Why Writing Code Is No Longer the Hard Part

fromMedium
3 months ago
Artificial intelligence

Engineering After AI: Why Writing Code Is No Longer the Hard Part

Software development
fromInfoWorld
2 months ago

Is code a cow path?

AI coding agents will progressively assume writing, reviewing, and testing roles, potentially eliminating the need for human review and traditional code artifacts.
Software development
fromInfoWorld
2 months ago

8 reasons developers love Go-and 8 reasons they don't

Go is a simple, C-like programming language created at Google to simplify building concurrent, networked, large-scale software with safety, performance, and easy learning.
Software development
fromSmashing Magazine
2 months ago

Practical Use Of AI Coding Tools For The Responsible Developer - Smashing Magazine

AI coding tools improve developer productivity by handling grunt work, guiding through legacy codebases, and enabling low-risk feature implementation.
Software development
fromInfoWorld
1 month ago

Go 1.26 unleashes performance-boosting Green Tea GC

Go 1.26 introduces self-referential generic parameters, expression operands for new, go fix modernizers, reduced cgo overhead, and multiple runtime and performance improvements.
Software development
fromScala-lang
2 months ago

Scala Standard Library Process

Scala 3 standard library now accepts contributions in scala/scala3; most new features require migrating to Scala 3; Scala Core Coordinator manages API-change process.
fromMedium
2 months ago

Monadris: Why Functional Design Makes Tetris Safer and Easier (Scala 3 + ZIO)

A real Tetris loop has time (ticks), concurrent inputs (keystrokes), state transitions (collision, locking, line clears), and non-determinism (piece generation). In many imperative designs, these concerns end up tangled in shared mutable state, which tends to produce bugs that are: hard to reproduce (timing-dependent), hard to test (logic mixed with effects), hard to debug (replay isn't deterministic).
Software development
Software development
fromPybites
2 months ago

7 Software Engineering Fixes To Advance As A Developer - Pybites

Finish one practical project and adopt system-level skills, feedback loops, and mindset shifts to move from hobbyist coding to professional software engineering.
Software development
fromInfoWorld
2 months ago

When writing code is no longer the bottleneck

Writing application code is the primary bottleneck in software development; removing it via agentic coding shortens development timelines to days or weeks.
Software development
fromInfoWorld
2 months ago

Go developers mixed on AI coding tools - survey

Most Go developers use AI-powered development tools, but satisfaction with those tools is moderate; 91% report satisfaction with the Go language.
Software development
fromMedium
5 months ago

The Architect and the Apprentice: Retaining Control in the Age of Code Generation

Uncontrolled AI coding agents increase code churn and duplicated code, accelerating technical debt and forcing developers to spend more time cleaning and maintaining code.
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