#debugging-skills

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Software development
fromMedium
23 hours ago

Async Logging Is Not a Silver Bullet - What Actually Limits Performance

Async logging redistributes costs rather than reducing them, impacting performance in different ways depending on implementation.
DevOps
fromMedium
23 hours ago

Set it up once, test it properly, and let the system handle the rest.

Automating SSL certificate renewal prevents production outages and reduces stress during incidents.
#python
Python
fromTreyhunner
1 week ago

Using a ~/.pdbrc file to customize the Python Debugger

Custom aliases in the .pdbrc file enhance the Python debugger (PDB) experience with improved object inspection and source code visibility.
Python
fromTreyhunner
1 week ago

Using a ~/.pdbrc file to customize the Python Debugger

Custom aliases in the .pdbrc file enhance the Python debugger (PDB) experience with improved object inspection and source code visibility.
#ai
Artificial intelligence
fromFuturism
2 days ago

The Effects of AI-Generated Code Tearing Through Corporations Is Actually Kind of Funny

Corporations are facing challenges with AI-generated code, leading to increased workloads for programmers and potential security vulnerabilities.
fromZDNET
2 weeks ago
Information security

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

Artificial intelligence
fromFuturism
2 days ago

The Effects of AI-Generated Code Tearing Through Corporations Is Actually Kind of Funny

Corporations are facing challenges with AI-generated code, leading to increased workloads for programmers and potential security vulnerabilities.
Software development
fromTheregister
6 days ago

AI slop got better, so now maintainers have more work

AI-generated reports improve quality but increase workload for maintainers, necessitating more reviewers in open-source projects.
Information security
fromZDNET
2 weeks 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.
#claude-code
fromMedium
3 days ago
Software development

10 Claude Code Tips & Tricks from Boris Cherny for Product Teams

JavaScript
fromMedium
3 weeks ago

7 Essential Claude Code Slash Commands

Claude Code offers various slash commands to enhance user interaction and control over AI outputs.
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.
fromMedium
3 days ago
Software development

10 Claude Code Tips & Tricks from Boris Cherny for Product Teams

JavaScript
fromMedium
3 weeks ago

7 Essential Claude Code Slash Commands

Claude Code offers various slash commands to enhance user interaction and control over AI outputs.
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.
fromInfoQ
3 days ago

Latency: The Race to Zero...Are We There Yet?

In the fintech industry we can link latency directly to profit and money. If I have lower latency than the competition, I can get to the better deals, I can make the better deals.
Venture
Scala
fromMedium
3 days 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.
fromInfoWorld
2 days ago

Swift for Visual Studio Code comes to Open VSX Registry

The Swift for Visual Studio Code extension adds first-class language support for projects built with Swift Package Manager, enabling seamless cross-platform development on macOS, Linux, and Windows.
Web frameworks
fromTheregister
6 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
Artificial intelligence
fromInfoQ
4 days ago

Choosing Your AI Copilot: Maximizing Developer Productivity

Most developers are at an intermediate level of AI-assisted coding, with around 50% generating little to no code using AI.
Python
fromMathspp
4 days ago

uv skills for coding agents

Utilizing uv workflows enhances Python code execution and script management for coding agents, ensuring proper handling of dependencies and sandboxing.
Python
fromRealpython
6 days ago

Using Loguru to Simplify Python Logging - Real Python

Logging is essential for tracking and debugging applications, and Loguru simplifies this process in Python.
#ai-in-software-development
fromInfoQ
2 weeks ago
Agile

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

Software development
fromMedium
5 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.
Software development
fromMedium
5 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.
#ai-coding
fromInfoQ
1 week ago
Software development

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

Software development
fromInfoQ
5 days ago

State of Play: AI Coding Assistants

Context engineering has evolved significantly in AI coding, focusing on curating information for better results with coding agents.
Software development
fromInfoQ
1 week 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.
fromRubyflow
3 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.
Python
fromThe JetBrains Blog
6 days ago

How to Train Your First TensorFlow Model in PyCharm | The PyCharm Blog

TensorFlow is an open-source framework for building and deploying machine learning models using tensors and high-level libraries like Keras.
#ai-coding-agents
Software development
fromDevOps.com
5 days ago

Google's Next Coding Agent Could Change How Developers Think About Their Work - DevOps.com

Google's Jitro project aims to revolutionize coding agents from task execution to outcome-driven development.
Software development
fromDevOps.com
5 days ago

Google's Next Coding Agent Could Change How Developers Think About Their Work - DevOps.com

Google's Jitro project aims to revolutionize coding agents from task execution to outcome-driven development.
Software development
fromInfoWorld
5 days ago

GitHub Copilot CLI adds Rubber Duck review agent

Rubber Duck enhances problem-solving in coding, particularly for complex issues, achieving notable performance improvements with Claude Sonnet 4.6 and GPT-5.4.
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.
fromInfoWorld
1 month ago

Microsoft's .NET 11 Preview 2 offers cleaner stack traces

New overloads on TarFile.CreateFromDirectory accept a TarEntryFormat parameter, giving direct control over the archive format. Previously, CreateFromDirectory produced Pax archives. The new overloads support all four tar formats—Pax, Ustar, GNU, and V7—for compatibility with specific tools and environments.
Web frameworks
Software development
fromMedium
6 days ago

The Best Way To Plan Work With Claude Code

Ultraplan enhances Claude Code's planning capabilities by enabling multi-agent task planning without blocking the current session.
fromInfoWorld
5 days ago

The winners and losers of AI coding

Legacy software, often described as 'big balls of mud,' has accumulated over decades, becoming difficult to maintain and understand. These systems rely on extensive teams to function, despite their outdated technology.
Software development
Software development
fromMedium
1 week 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.
Software development
fromDevOps.com
1 week ago

AI Won't Replace Developers-But it is Changing How They Work - DevOps.com

AI-assisted tools enhance software development by improving productivity, code quality, and collaboration without replacing engineers.
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
fromInfoWorld
6 days ago

Enterprise developers question Claude Code's reliability for complex engineering

Developers report declining effectiveness in debugging and complex tasks with coding assistants, citing issues with reasoning and quality regression after updates.
Software development
fromMedium
1 week ago

Zero-Effort Production Debugging: How I Automated Bug Fixes for My Side Project

Automating bug fixes with an AI agent streamlines maintenance for full-stack applications, enabling zero-effort management of errors.
Software development
fromDevOps.com
1 week ago

Why Code Validation is the Next Frontier - DevOps.com

Shared staging environments are inadequate for modern development; isolated, on-demand setups are needed for effective validation.
Philosophy
fromMedium
1 month ago

Why code is not the source of truth

Design specifications and blueprints, not implementation code, are the authoritative source of truth; implementation is derived from and judged against originating design authority.
Web development
fromSubstack
2 months ago

9 Useful Chrome DevTools Features You Might Be Missing

Chrome DevTools includes underused accessibility tools—vision impairment simulation, contrast checks (including APCA), and accessibility panel details—to improve real-world UI accessibility testing.
fromDevOps.com
2 months ago

Survey Surfaces Massive Amount of Java Technical Debt

A global survey of 2,039 Java developers published today finds 63% reporting that dead and unused code adversely affects their team's productivity, with 22% describing the impact of that technical debt as being severe. Conducted by Dimensional Research on behalf of Azul, a provider of a distribution of OpenJDK, the survey also finds that more than half (56%) now deal with a Common Vulnerability and Exposure (CVE) involving Java on a daily or weekly basis.
Java
fromDanielwestheide
2 weeks ago
Software development

Pair Programming Considered Unnecessary: The Costs of Productive Solitude

JetBrains is discontinuing Code With Me due to declining demand for remote collaborative coding post-pandemic.
#visual-studio-code
Software development
fromInfoWorld
1 month ago

Microsoft accelerates pace of VS Code development

Microsoft is accelerating Visual Studio Code updates from monthly to weekly releases starting March 9, introducing more frequent changes and new functionality.
Software development
fromInfoWorld
1 month ago

Microsoft accelerates pace of VS Code development

Microsoft is accelerating Visual Studio Code updates from monthly to weekly releases starting March 9, introducing more frequent changes and new functionality.
Software development
fromMedium
3 weeks ago

From Concept to Production: The Complete Guide to XML Prompt Engineering for Software Developers

Treat LLMs as compilers, not chatbots, using Structured XML Prompting to generate professional-grade code through a five-stage AI-assisted development cycle with rigid constraints.
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.
fromNedbatchelder
2 months ago

Testing: exceptions and caches

Kacper Borucki blogged about parameterizing exception testing, and linked to pytest docs and a StackOverflow answer with similar approaches. The common way to test exceptions is to use pytest.raises as a context manager, and have separate tests for the cases that succeed and those that fail. Instead, this approach lets you unify them. I tweaked it to this, which I think reads nicely: One parameterized test that covers both good and bad outcomes. Nice.
Python
fromInfoWorld
2 months ago

Visual Studio Code previews incoming/outgoing changes graph

Visual Studio Code 1.91 adds an experimental incoming/outgoing changes graph and a Rust-based python-environment-tools for faster Python environment discovery.
Software development
fromInfoWorld
1 month 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.
fromInfoWorld
2 months ago

AI will not save developer productivity

The software industry is collectively hallucinating a familiar fantasy. We visited versions of it in the 2000s with offshoring and again in the 2010s with microservices. Each time, the dream was identical: a silver bullet for developer productivity, a lever managers can pull to make delivery faster, cheaper, and better. Today, that lever is generative AI, and the pitch is seductively simple: If shipping is bottlenecked by writing code, and large language models can write code instantly, then using an LLM means velocity should explode.
Artificial intelligence
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.
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.
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
fromZDNET
2 months ago

I used GPT-5.2-Codex to find a mystery bug and hosting nightmare - it was beyond fast

A $20 ChatGPT Plus plan with Codex can diagnose and fix real-world WordPress plugin bugs and hosting issues, saving developer time.
fromTheregister
2 months ago

VS Code for Linux may be secretly hoarding trashed files

The reason for this is Snap - a Linux application packaging format - creates a local Trash folder for each VS Code version, one that's separate from the system-managed Trash, according to a VS Code bug report dating back to November 11, 2024. Not only that, but Snap keeps older versions of VS Code after updates, potentially multiplying the number of local Trash folders and the trashed-but-not-deleted files therein. Emptying the system Trash folder doesn't affect the local instances.
Software development
fromLogRocket Blog
2 months ago

Why AI coding tools shift the real bottleneck to review - LogRocket Blog

On December 19, 2025, Cursor acquired Graphite for more than $290 million. CEO Michael Truell framed the move simply: code review is taking up a growing share of developer time as the time spent writing code keeps shrinking. The message is clear. AI coding tools have largely solved the generation speed. Now the industry is betting that review is the next constraint to break.
Software development
Software development
fromInfoWorld
2 months ago

Visual Studio Code update shines on coding agents

Agent Skills are generally available, enabling reusable domain-specific workflows while VS Code 1.109 adds Copilot Memory preview, Claude Agent support, MCP apps, sandboxing, and auto-approval rules.
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

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 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
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

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
fromInfoWorld
1 month ago

Visual Studio adds GitHub Copilot unit testing for C#

GitHub Copilot testing automatically generates, runs, and iteratively repairs unit tests, provides structured summaries and coverage insights, and supports free-form .NET prompting (paid license required).
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