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CAChris Adkinagentops.hashnode.dev1d ago · 13 min read

Combatting Slop with Quality Gates

Solving the Hardest Problems Before Writing Code Three weeks ago, I installed Claude Code on my new MacBook and configured a custom toolset tailored for spec-based development on my side projects. Ins

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BCBrock Claussenfoxhole.hashnode.dev3d ago · 5 min read

I asked another tool to check my numbers. It found my bugs, not its own.

Tezcatl went public last week. It's a command-line tool that reads a C or C++ project's own build configuration and writes a code metrics baseline: lines of code, cyclomatic complexity, documentation

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SSarahsarah-dyne.hashnode.dev6d ago · 9 min read

AI-Generated Code Quality: What Breaks, Why, and How to Ship It Safely

AI coding assistants can produce a working screen, an API handler, or a test suite in seconds. That speed is real, and it's changing how teams build. But anyone who has merged a few hundred lines of g

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Ppraveenthecoderegistry.hashnode.devSep 22 · 11 min read

Top 20 Tools for Enterprises to Assess Overall Software Risk

A codebase with zero open CVEs can still sink a release or stall an M&A deal. If your application has pristine vulnerability scan reports but runs on an unmaintained framework, relies on a single engi

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Ppraveenthecoderegistry.hashnode.devSep 19 · 36 min read

Top 20 Software Due Diligence Tools Compared (2026)

Executive Summary Software due diligence is frequently reduced to a single question: “did the scanner find any vulnerabilities?” That question is necessary but not sufficient. A vulnerability count sa

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Ppraveenthecoderegistry.hashnode.devSep 15 · 33 min read

Can AI Code Analysis Replace Static Analysis?

Modern enterprise software assurance has reached an inflection point driven by generative models, autonomous coding agents, and algorithmic code synthesis. As machine learning models demonstrate the a

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Ppraveenthecoderegistry.hashnode.devSep 11 · 24 min read

Static Analysis vs Dynamic Analysis vs AI Code Analysis

Software analysis used to be relatively straightforward. Developers wrote code, static analysis scanned it, security teams tested the running application, and code reviewers evaluated important change

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KRKashif Rezaarchitecture-in-practice.hashnode.devSep 9 · 5 min read

The Code Coverage Illusion: When Unit Tests Create False Confidence

High code coverage may look impressive, but it does not necessarily mean that an application has been tested well. Over the years, I have repeatedly seen teams invest significant developer time in wr

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Sspongeb0bbobtaylor.hashnode.devSep 9 · 11 min read

How to Add Python Duplicate-Code Detection to GitHub Actions

Duplicate code is easiest to deal with before it becomes part of the codebase. That makes duplicate-code detection a natural CI check: run the same rules on every pull request, give developers a way t

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Ppraveenthecoderegistry.hashnode.devSep 4 · 33 min read

A Practical Framework for Software Due Diligence

Every production codebase is an iceberg. What ships to production is rarely just the clean, modular code written by your core team over the last few sprints. In reality, modern enterprise software is

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#code-quality

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#code-quality

Explore Hashnode

Trending tags this week

Combatting Slop with Quality Gates

I asked another tool to check my numbers. It found my bugs, not its own.

AI-Generated Code Quality: What Breaks, Why, and How to Ship It Safely

Top 20 Tools for Enterprises to Assess Overall Software Risk

Top 20 Software Due Diligence Tools Compared (2026)

Can AI Code Analysis Replace Static Analysis?

Static Analysis vs Dynamic Analysis vs AI Code Analysis

The Code Coverage Illusion: When Unit Tests Create False Confidence

How to Add Python Duplicate-Code Detection to GitHub Actions

A Practical Framework for Software Due Diligence