#bench-contribution

#bench-contribution

We will be retiring the beta shortly and will be removing the button to get to it and ceasing support for it. The beta garnered negative feedback from the Stack Overflow community, including observations that it looked more like a general discussion site such as Reddit and was losing the essence of what made it successful: precise questions and community-validated answers.

The last week of the release continued the same 'lots of small fixes' trend, but it all really does seem pretty benign, so I've tagged the final 7.0 and pushed it out.

Akismet launched in 2005 as a web service to classify user-generated content as spam or not, quickly gaining popularity among bloggers facing spam issues.

Running multiple Claude Code sessions in parallel allows for independent contexts and memory, enabling users to work on different projects without interference. Boris Cherny typically runs five sessions at once, using numbered tabs and system notifications to stay organized.

Microsoft did not send me any emails or prior warnings. I have received no explanation for the termination and their message indicates that no appeal is possible. I have tried to contact Microsoft through various channels but I have only received automated replies and bots. I was unable to reach a human.

Free open source software is fundamentally broken. In 2023, Denis Pushkarev, maintainer of the widely used core-js library, vented his frustration with the fact that users of his software seldom offer financial support, highlighting the disconnect between widespread dependency on open source and inadequate financial compensation for developers maintaining critical infrastructure.

Dependabot sounded the alarm on a large scale. Thousands of repositories automatically received pull requests and warnings, including a high vulnerability score and signals about possible compatibility issues. According to Valsorda, this shows that the tool mainly checks whether a dependency is present, without analyzing whether the vulnerable code is actually accessible within a project.

Gentoo's official migration from Microsoft-owned GitHub to Codeberg is underway, as the Linux distribution fulfills a pledge to ditch the code shack due to "continuous attempts to force Copilot usage for our repositories." The decision was made public last month, when Gentoo confirmed it intended to migrate repository mirrors and pull request contributions to the new home. On February 16, the organization revealed it now had a presence on Codeberg, where contributions could be submitted.

AI coding tools have caused as many problems as they have solved, according to industry experts. The easy-to-use and accessible nature of AI coding tools has enabled a flood of bad code that threatens to overwhelm projects. Building new features is easier than ever, but maintaining them is just as hard and threatens to further fragment software ecosystems. The result is a more complicated story than simple software abundance.

On December 19, 2025, Cursor acquired Graphite for more than $290 million. CEO Michael Truell framed the move simply: code review is taking up a growing share of developer time as the time spent writing code keeps shrinking. The message is clear. AI coding tools have largely solved the generation speed. Now the industry is betting that review is the next constraint to break.