# code documentation

Published articles for code documentation.

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## OpenCL 3.1.2 Released With cl\_khr\_command\_buffer Promoted

DevFeed: [OpenCL 3.1.2 Released With cl\_khr\_command\_buffer Promoted](<https://devfeed.tech/articles/opencl-3-1-2-released-with-cl-khr-command-buffer-promoted-42695.md>)

Original publisher: [Read original article](<https://www.phoronix.com/news/OpenCL-3.1.2-Released>)

Author: Michael Larabel

Published: 2026-09-18T00:33:22Z

Content type: release

Language: en

Sources: [Phoronix](<https://devfeed.tech/sources/phoronix.md>)

Topics: [OpenCL](<https://devfeed.tech/topics/opencl.md>), [Extension](<https://devfeed.tech/topics/extension.md>), [Documentation](<https://devfeed.tech/topics/documentation.md>)

Tags: [code-documentation](<https://devfeed.tech/tags/code-documentation.md>), [consistency](<https://devfeed.tech/tags/consistency.md>), [desktop-linux](<https://devfeed.tech/tags/desktop-linux.md>), [extension](<https://devfeed.tech/tags/extension.md>), [github](<https://devfeed.tech/tags/github.md>), [google](<https://devfeed.tech/tags/google.md>), [intel](<https://devfeed.tech/tags/intel.md>), [linux-benchmarking](<https://devfeed.tech/tags/linux-benchmarking.md>), [linux-hardware-benchmarks](<https://devfeed.tech/tags/linux-hardware-benchmarks.md>), [linux-hardware-reviews](<https://devfeed.tech/tags/linux-hardware-reviews.md>), [linux-how-to](<https://devfeed.tech/tags/linux-how-to.md>), [linux-performance](<https://devfeed.tech/tags/linux-performance.md>), [linux-server-benchmarks](<https://devfeed.tech/tags/linux-server-benchmarks.md>), [open-source-graphics](<https://devfeed.tech/tags/open-source-graphics.md>), [opencl](<https://devfeed.tech/tags/opencl.md>), [overhead](<https://devfeed.tech/tags/overhead.md>), [phoronix](<https://devfeed.tech/tags/phoronix.md>), [phoronix-test-suite](<https://devfeed.tech/tags/phoronix-test-suite.md>), [qualcomm](<https://devfeed.tech/tags/qualcomm.md>), [record-and-replay](<https://devfeed.tech/tags/record-and-replay.md>), [release](<https://devfeed.tech/tags/release.md>), [ubuntu-benchmarks](<https://devfeed.tech/tags/ubuntu-benchmarks.md>), [ubuntu-hardware](<https://devfeed.tech/tags/ubuntu-hardware.md>)

### AI overview

OpenCL 3.1.2 finalizes the cl_khr_command_buffer extension, promoting it beyond experimental status. The extension enables recording and replaying OpenCL command buffers to reduce the overhead of repeatedly enqueuing the same workload. The update also clarifies memory object API error-code documentation.

### Source excerpt

The Khronos Group today released the newest revision of the OpenCL specification with a handful of changes...

## Using LLMs to Evaluate Code Interpretability Instead of Maintaining Comments

DevFeed: [Using LLMs to Evaluate Code Interpretability Instead of Maintaining Comments](<https://devfeed.tech/articles/comments-considered-harmful-in-the-age-of-llms-35601.md>)

Original publisher: [Read original article](<https://www.yegor256.com/2026/01/11/no-documentation-comments.html>)

Author: Yegor Bugayenko (yegor256@gmail.com)

Published: 2026-01-10T21:00:00Z

Content type: opinion

Language: en

Sources: [Yegor Bugayenko](<https://devfeed.tech/sources/yegor-bugayenko.md>)

Topics: [Large Language Model](<https://devfeed.tech/topics/llm.md>), [code comments](<https://devfeed.tech/topics/code-comments.md>), [Documentation](<https://devfeed.tech/topics/documentation.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [trust](<https://devfeed.tech/topics/trust.md>)

Tags: [code-comments](<https://devfeed.tech/tags/code-comments.md>), [code-documentation](<https://devfeed.tech/tags/code-documentation.md>), [code-interpretability](<https://devfeed.tech/tags/code-interpretability.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [llm-code-analysis](<https://devfeed.tech/tags/llm-code-analysis.md>), [llms](<https://devfeed.tech/tags/llms.md>), [quality](<https://devfeed.tech/tags/quality.md>), [self-documenting-code](<https://devfeed.tech/tags/self-documenting-code.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>)

### AI overview

The article argues that manually maintained code comments can become unclear or outdated. It proposes using LLMs to explain code on demand and introducing a Code Interpretability Score that can fail the build when code is too difficult for the model to explain.

### Source excerpt

Instead of writing code comments that decay and mislead, let LLMs generate documentation on-demand and fail the build when code is too obscure for them to explain.

## My next book will be "Practical Math for Programmers"

DevFeed: [My next book will be "Practical Math for Programmers"](<https://devfeed.tech/articles/my-next-book-will-be-practical-math-for-programmers-40451.md>)

Original publisher: [Read original article](<https://www.jeremykun.com/2022/03/16/my-next-book-will-be-practical-math-for-programmers/>)

Published: 2022-03-16T07:00:00Z

Content type: release

Language: en

Sources: [Jeremy Kun](<https://devfeed.tech/sources/jeremy-kun.md>)

Topics: [Software](<https://devfeed.tech/topics/software.md>), [coding](<https://devfeed.tech/topics/coding.md>), [Python](<https://devfeed.tech/topics/python.md>), [math](<https://devfeed.tech/topics/math.md>), [GitHub](<https://devfeed.tech/topics/github.md>)

Tags: [announcements](<https://devfeed.tech/tags/announcements.md>), [blog-posts](<https://devfeed.tech/tags/blog-posts.md>), [book](<https://devfeed.tech/tags/book.md>), [code](<https://devfeed.tech/tags/code.md>), [code-documentation](<https://devfeed.tech/tags/code-documentation.md>), [github](<https://devfeed.tech/tags/github.md>), [math](<https://devfeed.tech/tags/math.md>), [practical](<https://devfeed.tech/tags/practical.md>), [python](<https://devfeed.tech/tags/python.md>), [repo](<https://devfeed.tech/tags/repo.md>), [software](<https://devfeed.tech/tags/software.md>), [test](<https://devfeed.tech/tags/test.md>)

### AI overview

Jeremy Kun announces a forthcoming book, Practical Math for Programmers, about mathematics used in production software. The book is planned as an accessible survey with working Python 3 demonstrations, a GitHub repository, tests, documentation, and practitioner interviews.

### Source excerpt

tl;dr: I'm writing a new book, sign up for the announcements mailing list. I've written exactly zero new technical blog posts this year because I've been spending all my writing efforts on my next book, Practical Math for Programmers (PMFP, subtitle: A Tour of Mathematics in Production Software). I've written a little bit about it in my newsletter, Halfspace. There I rant, critique, brainstorm, and wax poetic about math and software.