#parser-design

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Scala
fromYouTube
4 days ago

Graves & Kannupriya: Scala Meets GenAI - Build the Cool Stuff with LLM4S [Scala Days 2025]

LLM4S is a comprehensive toolkit for building GenAI applications in Scala, enabling various AI functionalities and workflows.
Software development
fromInfoWorld
1 week ago

The two-pass compiler is back - this time, it's fixing AI code generation

Multi-pass compilers revolutionized programming by separating analysis and optimization, a model that could enhance AI code generation.
Productivity
fromMedium
1 week ago

How to prevent "You've hit your limit" when working with Claude Code

Reaching usage limits in Claude Code can hinder productivity, but there are practical tips to manage and reduce this risk.
Software development
fromInfoQ
1 week ago

Anthropic Introduces Agent-Based Code Review for Claude Code

Anthropic launched a Code Review feature for Claude Code, utilizing multiple AI agents to analyze pull requests for bugs and issues.
Roam Research
fromInfoQ
2 weeks 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.
#scala
Scala
fromMedium
2 weeks 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.
Scala
fromScala-lang
1 month ago

Porting the Scala 2 optimizer to Scala 3

The Scala 3 compiler's optimizer improves performance by 10-30% for high-level functional code without complicating developer tasks.
Scala
fromMedium
2 weeks 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.
Scala
fromScala-lang
1 month ago

Porting the Scala 2 optimizer to Scala 3

The Scala 3 compiler's optimizer improves performance by 10-30% for high-level functional code without complicating developer tasks.
Software development
fromInfoQ
3 weeks 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.
JavaScript
fromMedium
1 month ago

Metaprogramming: teaching the compiler to explain your data.

Contextual information enhances debugging by providing field names, types, and nested structures.
Python
fromMathspp
1 month ago

Ask the LLM to write code for it

Using an LLM to write code can effectively solve complex transcript merging issues involving overlaps, timestamps, and speaker identification.
#ai
fromDevOps.com
3 weeks ago
Software development

Meta Researchers Show AI Agents Can Verify Code Without Running It - and Hit 93% Accuracy - DevOps.com

fromZDNET
1 month ago
Information security

How Claude Code's new auto mode prevents AI coding disasters - without slowing you down

Software development
fromDevOps.com
3 weeks ago

Meta Researchers Show AI Agents Can Verify Code Without Running It - and Hit 93% Accuracy - DevOps.com

AI agents can determine functional equivalence of code patches using semi-formal reasoning without executing the code.
Information security
fromZDNET
1 month ago

How Claude Code's new auto mode prevents AI coding disasters - without slowing you down

Claude's auto mode enhances safety by reducing permission prompts while maintaining control over risky commands.
fromRubyflow
1 month 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.
Artificial intelligence
fromMedium
1 month 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.
Scala
fromMedium
1 month 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.
Software development
fromInfoWorld
3 weeks ago

Meta shows structured prompts can make LLMs more reliable for code review

Code review is evolving towards machine-led verification, improving accuracy but introducing tradeoffs like increased latency and workflow overhead.
Software development
fromMedium
1 month 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.
Online marketing
fromPractical Ecommerce
1 month ago

AI Bots Don't Need Markdown Pages

Serving Markdown versions of web pages to AI bots resembles cloaking tactics and risks diluting essential signals without proven effectiveness in improving visibility.
Web development
fromTheregister
2 months ago

Anthropic's AIbuilt C compiler is not all that impressive

Anthropic's AI-built C compiler is largely a demo, replicating existing knowledge and failing practical basics; it does not signal a revolution in software engineering.
E-Commerce
fromMedium
2 months ago

Why Pattern Matching Matters

Pattern matching encodes data shape in the type system, eliminating brittle imperative branching and improving correctness in domain-driven systems like digital commerce.
Ruby on Rails
fromRubyflow
2 months ago

Static typing in Ruby only works if type narrowing reflects how we actually write Rub

Type Guard in Steep enables real type narrowing for union types, framework predicates like present?, and user-defined methods, improving Rails type checking.
Artificial intelligence
fromDigiday
2 months ago

WTF is Markdown for AI agents?

AI systems and agents prefer structured markdown or APIs over raw HTML, making automated HTML-to-markdown conversion essential for efficient content ingestion and visibility.
fromSlicker
2 months 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
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).
Software development
fromMedium
1 month ago

Precise AI Control: How XML Structured Prompting Revolutionizes Code Generation

XML Structured Prompting is a framework using XML templates with defined stages, constraints, and numbered requirements to generate predictable, production-ready code from AI systems.
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.
Software development
fromInfoQ
1 month ago

Beyond Memory Safety: What Makes Rust Different - Lessons from Autonomous Robotics

Rust prevents entire categories of developer mistakes through its type system, ownership rules, and pattern matching, making correct code easier to write than incorrect code.
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
Artificial intelligence
fromInfoQ
2 months ago

Working with Code Assistants: The Skeleton Architecture

Combining Vertical Slice architecture with Dependency Inversion and a Skeleton of base classes constrains AI code assistants' context, producing safer, consistent, and maintainable generated code.
fromInfoWorld
2 months ago

Claude Sonnet 4.6 improves coding skills

Anthropic has launched Claude Sonnet 4.6, an update to the company's hybrid reasoning model that brings improvements in coding consistency and instruction following, Anthropic said. Introduced February 17, Claude Sonnet 4.6 is a full upgrade of the model's skills across coding, computer use, long-context reasoning, agent planning, design, and knowledge work, according to Anthropic. the model also features a 1M token context window in beta.
Artificial intelligence
Artificial intelligence
fromInfoQ
2 months ago

OpenAI Begins Article Series on Codex CLI Internals

Codex harness runs an LLM-driven agent loop that assembles prompts, manages context to reduce prompt cache misses, and invokes tools via the Responses API.
Software development
fromThegreenplace
2 months ago

Rewriting pycparser with the help of an LLM

pycparser replaced its PLY-based parser with a hand-written recursive-descent parser using LLM-assisted development, removing the PLY dependency and improving maintainability.
#scala-3
Software development
fromTheregister
2 months ago

Dev used Claude to build TrapC, memory-safe extension of C

TrapC, a memory-safe C variant with interpreter itrapc and compiler trapc, is nearly ready for testing; code complete and debugging targets a Q1 2026 release.
Software development
fromInfoWorld
3 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
fromRubyflow
2 months ago

A major shift in Ruby didn't come with new syntax - it came with fewer assumptions

Cannot access external URLs; please paste the article text or excerpts so I can produce the requested structured analysis.
Software development
fromInfoQ
3 months ago

Rust Contributor Explores AI-Assisted Compiler Development with New Rue Language

Rue is a systems programming language removing Rust's borrow checker by using inout ownership transfers to provide memory safety without garbage collection while improving developer ergonomics.
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
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
2 months ago

AI use may speed code generation, but developers' skills suffer

Using AI coding assistants can enable task performance but inhibit developers' acquisition of underlying skills needed to validate and debug code.
Software development
fromInfoWorld
2 months 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.
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