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# softwareengineering

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How I Went from Fresher to Engineer at an AI Startup — My Honest 2-Year Journey

How I Went from Fresher to Engineer at an AI Startup — My Honest 2-Year Journey

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8 min read
EventStream Build Log #1: Static Benchmarking as a Gate for Architecture Decisions
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EventStream Build Log #1: Static Benchmarking as a Gate for Architecture Decisions

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3 min read
Less Code, Lost Meaning: Why Boilerplate Reduction Misses the Point

Less Code, Lost Meaning: Why Boilerplate Reduction Misses the Point

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5 min read
Acceptance Testing Strategies (Part 2): Feature Tests, Pyramid, and Best Practices
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Acceptance Testing Strategies (Part 2): Feature Tests, Pyramid, and Best Practices

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5 min read
Why your payment integration is leaking revenue (and how the architecture is to blame)
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Why your payment integration is leaking revenue (and how the architecture is to blame)

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4 min read
Beyond the Hype: A Developer's Guide to Engineering AI-Generated Code

Beyond the Hype: A Developer's Guide to Engineering AI-Generated Code

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4 min read
What is Ethical Hacking? A Roadmap to Cybersecurity

What is Ethical Hacking? A Roadmap to Cybersecurity

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4 min read
What MCP Servers Are and Why They Matter for Developer Tools

What MCP Servers Are and Why They Matter for Developer Tools

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7 min read
AI Is Making Your Team Slower — The Math Your CEO Won't Show You
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AI Is Making Your Team Slower — The Math Your CEO Won't Show You

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5 min read
How to Use Multiple AI Models in One Chat Without Paying for Any of Them
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How to Use Multiple AI Models in One Chat Without Paying for Any of Them

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5 min read
The GitHub Slopocalypse and the Coming Trust Tax
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The GitHub Slopocalypse and the Coming Trust Tax

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4 min read
How to write a good spec for AI agents

How to write a good spec for AI agents

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29 min read
I asked an LLM to add one button. It rewrote half my repo.
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I asked an LLM to add one button. It rewrote half my repo.

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3 min read
Your IDE Is Now the AI Command Center
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Your IDE Is Now the AI Command Center

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1 min read
Can type bounds/constraints be stored in global variables and later used in generic function definitions with Python 3.14+?

Can type bounds/constraints be stored in global variables and later used in generic function definitions with Python 3.14+?

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2 min read
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