📊 Code Metrics

Complexity Analysis, Technical Debt, Maintainability, Software Quality

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What I’ve learned over 3 years of writing code
blog.scottlogic.com·1d
📚Self-Documenting Code
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How Clean Is Famous Open Source Code? I Measured Flask and FastAPI.
dev.to·12h·
Discuss: DEV
🌳Tree Shaking
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Beyond Accuracy: Characterizing Code Comprehension Capabilities in (Large) Language Models
arxiv.org·19h
🪜Recursive Descent
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A nine-point framework for rapidly assessing software-engineering organizations
dev.jimgrey.net·12h
📦Dependency Analysis
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Without benchmarking LLMs, you're likely overpaying 5-10x
karllorey.com·1d·
Discuss: Hacker News
💓Live Variable Analysis
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Show HN: BackBuild – A framework for sequencing complex software delivery
arcaned.co·13h·
Discuss: Hacker News
🔄Incremental Compilation
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Evolution of LLMs use by a programmer
asfaload.com·7h·
Discuss: Hacker News
🎮Language Ergonomics
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Python Code Optimization Tips
denvaar.dev·21h
⚡Interpreter Optimization
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Measuring Data Maturity
prepend.com·22h
🎮Language Ergonomics
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#1 - Spot Problems Before Reading Any Code
dev.to·4h·
Discuss: DEV
💬Error Messages
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Vibe engineering
simonwillison.net·1d
🎮Language Ergonomics
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The many layers of dependencies in design systems (PJ Onori)
pjonori.blog·4h
🥾Bootstrapping Strategies
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The Revenge of QA: How AI Code Generation Is Exposing Decades of Process Debt
itrevolution.com·2d
🎭Program Synthesis
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Vulnerability prioritization beyond the CVSS number
csoonline.com·14h
🛡️Error Boundaries
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Code review your plans and your implementation
news.ycombinator.com·11h·
Discuss: Hacker News
🚀Code Motion
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Building a Multi-Tenant Metrics Pipeline for Thousands of Clients (with Thanos)
jamesrobb.ca·1d·
Discuss: Hacker News, r/programming
📮Persistent Queues
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High-Availability Feature Flagging at Databricks
databricks.com·4h·
Discuss: Hacker News
🏰Capability Machines
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SpecMap: Hierarchical LLM Agent for Datasheet-to-Code Traceability Link Recovery in Systems Engineering
arxiv.org·19h
📦Dependency Analysis
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LLMs Under Siege: The Red Team Reality Check of 2026
eddieoz.com·4h·
Discuss: Hacker News
📏Linear Memory
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Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors
towardsdatascience.com·11h
🔧Error Recovery
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