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AI-native software engineering may be closer than developers think

CIO

Developers unimpressed by the early returns of generative AI for coding take note: Software development is headed toward a new era, when most code will be written by AI agents and reviewed by experienced developers, Gartner predicts. That’s what we call an AI software engineering agent.

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Code analysis tool AppMap wants to become Google Maps for developers

TechCrunch

The 10/10-rated Log4Shell flaw in Log4j, an open source logging software that’s found practically everywhere, from online games to enterprise software and cloud data centers, claimed numerous victims from Adobe and Cloudflare to Twitter and Minecraft due to its ubiquitous presence. Image Credits: AppMap.

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The Best Product Engineering Org in the World

James Shore

Software engineering productivity cant be measured. Kent Beck concluded , Measure developer productivity? He says a measurement based approach generates relatively weak improvements and significant distortion of incentives. Our software would be easy to modify and maintain. They tend to be passionate, senior developers.

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AoAD2 Practice: Test-Driven Development

James Shore

This is a pre-release excerpt of The Art of Agile Development, Second Edition , to be published by O’Reilly in 2021. Visit the Second Edition home page for information about the open development process, additional excerpts, and more. To share your thoughts, join the AoAD2 open review mailing list. Test-Driven Development.

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Don't Measure Unit Test Code Coverage

James Shore

If you're using test-driven development, don't measure unit test code coverage. To improve code and test practices. If waiting for defects to escape is too risky for you, have experienced QA testers conduct exploratory testing and conduct root-cause analysis on the results. James Shore/Blog.

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LLMs Demand Observability-Driven Development

Honeycomb

Our industry is in the early days of an explosion in software using LLMs, as well as (separately, but relatedly) a revolution in how engineers write and run code, thanks to generative AI. In theory , all software is debuggable. There is a much longer list of things that make software less than 100% debuggable in practice.

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How to build a successful agile development culture – and why your business needs one

CIO

To keep pace with the growing complexity of software development, organizations have spent years working to implement agile practices into their developer experience. It enables teams to deliver value faster, with greater quality and predictability, and greater aptitude to respond to change.

Agile 148