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SarahOct 16, 2026 • 4 min read
AI-Generated Code Passes the Demo and Fails the Review. Here's the Checklist I Use
The 7 predictable ways AI-written code breaks in production, and concrete checks (with code) to catc...
#ai#programming#codequality#webdev
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Gil Zilberfeld2d ago • 4 min read
Test, Heal Thyself!
I love card tricks. I can watch videos for hours. And then someone comes and spoils the magic by...
#ai#testing#programming#codequality
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Jordan Li5d ago • 5 min read
What to Trust, Revert, and Test in an Agent-Generated Pull Request
Suppose an agent opens a pull request that adds a summarization endpoint. CI is green. The diff also...
#ai#codequality#testing#devtools
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Jordan Li3d ago • 5 min read
A Model Fallback PR: What to Trust, What to Revert, What to Test
A fallback PR lands at 09:12 on a Monday. CI is green and the description reads "adds model fallback...
#ai#testing#codequality#opensource
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IdleCultivation5d ago • 3 min read
Four rounds of review on my own work, and what each caught
Solo, nobody reviews your change. Running several rounds with a deliberately different reader found ...
#codequality#gamedev#indiedev#devlog
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Denis Zontak2d ago • 3 min read
Guardrails so AI-written code doesn't turn into spaghetti
I like open source. I've been using open source projects for many years, and there are some very,...
#ai#claude#opensource#codequality
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Steve Wong1d ago • 3 min read
What Software Teams Can Learn from ISO 13485 (the QMS Behind Medical Devices)
Software ships bugs and patches them. A catheter that ships a defect can ship an injury. That...
#engineering#codequality#manufacturing#career
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sunah kim5d ago • 3 min read
Permissions Hadn't Changed, but QA Said 'I Can't Create' — Answering with a Table Uncovered an Unreachable Branch
The question QA for our internal business system sent me this: I can't create a project....
#java#backend#debugging#codequality
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Casey Chen3d ago • 8 min read
Review the Contract, Not the Diff: Auditing Agent-Generated PRs Hunk by Hunk
Most agent-authored PRs are not hard to read. They are hard to bound. The code is usually fine line....
#ai#codequality#devtools#opensource
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toolswithalex3d ago • 2 min read
The 10-Second Habit That Made My Code Reviews Noticeably Faster
Here's a small habit that changed how I do code reviews: I never review unformatted code anymore. I...
#programming#codequality#productivity
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Ilya SelivanovOct 16, 2026 • 25 min read
Enhancing Pull Request Reviews: Balancing Thoroughness and Learning System Design for Efficient Collaboration
Expert Analysis: Refining Pull Request Review Mechanisms for System Stability and Growth ...
#collaboration#codequality#systemdesign#automation
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CodacyOct 16, 2026 • 10 min read
What Is Clean Code? A Guide to Principles and Best Practices
This article discusses what clean code is and why it's essential and provides principles and best pr...
#cleancode#codequality#programming#bestpractices
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Codacy2d ago • 18 min read
Coding Standards: What Are They and Why Are They Important?
The goal of any software engineering team is to create high-quality software through a fast,...
#codequality#programming#bestpractices#softwareengineering
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Jordan HuangOct 16, 2026 • 4 min read
FAQ: An Agent-Summarized PR Is Not a Changelog
A merged PR. A one-line summary. The changelog says "improved error handling." Can anyone verify...
#git#ai#devtools#codequality
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8D Gate3d ago • 4 min read
Your 8D was rejected: how to revise and resubmit without starting a second argument
Get the free 8D/D4 checklist:...
#manufacturing#codequality#productivity#management
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8D Gate1d ago • 4 min read
Corrective action in aerospace (AS9100) and medical (ISO 13485): what changes vs. automotive 8D
Free 21-item 8D checklist (PDF):...
#manufacturing#codequality#aerospace#management
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Sarah Anderson1d ago • 1 min read
AI-Assisted Projects: Efficiency Gain or Long-term Technical Debt?
AI-Assisted Projects: Efficiency Gain or Long-term Technical Debt? On October 22, 2026, a heated...
#ai#architecture#codequality#softwareengineering
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Yashvant Yogi3d ago • 2 min read
Understanding Adhesive Tape Coating Machines: Process, Materials, and Quality Control
Adhesive tape manufacturing combines material science, coating technology, and process control. The....
#manufacturing#engineering#technology#codequality
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Dev-Iadicola1d ago • 1 min read
Testare un MVC custom con PHPUnit
Quick note su come sono organizzati i test nel framework: unit, integration e coverage.
#php#testing#codequality
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Codacy1d ago • 17 min read
The 8 Best SonarQube Alternatives in 2026
We explored eight SonarQube alternatives and compared each tool to help development teams choose the...
#codequality#security#devops#tooling
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Javier Leandro Arancibia4d ago • 1 min read
dupl: A SuperCLI Plugin Guide
dupl Tool for finding code clones in Go projects ...
#supercli#cli#dupl#codequality
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Mehdi Mohseni3d ago • 13 min read
Are Coding Agents Getting Worse, or Have They Lost Their Teachers?
When coding agents like Claude Code, Codex and Copilot's agent mode became part of the daily work of...
#claudecode#ai#codequality#technicaldebt
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Codacy4d ago • 6 min read
Automation Bias in AI-Generated Code Review: Why Clean Code Still Ships Broken
Explore the pitfalls of automation bias in AI-generated code reviews and learn how to enforce qualit...
#ai#codereview#codequality#softwareengineering
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Codacy1d ago • 6 min read
CSS Linting Tools Review
CSS linting tools will save you precious time in the code review process, and so will the formatters...
#css#webdev#codequality#tooling
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