Software Development
Dev tools, coding assistants, GitHub, APIs and open source
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The Hardest Part of Software May No Longer Be Writing Code
Software development is entering a moment where writing code may no longer carry the same cost it once did. Laurie…
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Why AI-Native Software Development Needs More Than One Workflow
AI is changing software development, but not by creating one fixed way to build everything. The AI-native software development life…
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Wrapture Turns Python Monkey Patching Into a Testing Powerhouse
A new Python package is turning a familiar development technique into something much bigger. Graham Dumpleton’s wrapture is gaining attention…
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Python’s Next Concurrency Leap Is Ready for Real Work
Making Python code run concurrently is a solved problem. The real challenge is controlling that concurrency when an internal dashboard…
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Cheaper AI Software Is Creating a Bigger Design Problem
AI is making software cheaper to build. That sounds like an uncomplicated win until the features start going rogue, which…
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Code Review Faces an AI Replacement Dispute
Code review now faces a replacement disagreement. Experts disagree about what should take the place of traditional code review as…
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Vibe Coding’s Big Promise Meets Software’s Growing Debt
Software development has entered a strange new phase: people are writing code without always writing the code themselves. Vibe coding…
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Polars 2.0 Trades Predictable Rows for Serious Speed
Polars 2.0 pre-release puts speed ahead of certainty. The software version comes with a 5x speed boost, but it may…
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Polars 2.0 Pushes Speed Ahead of Row Order
Polars 2.0 is faster. The pre-release brings a 5x speed boost, but that gain comes with a change that may…
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Polars 2.0’s Speed Boost Comes With a Row-Order Catch
Polars 2.0 pre-release brings a 5x speed boost. The tradeoff is row order: the software could alter it. That makes…
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