Development
Tools, security and the practical work of building digital products
Journal topics
Google opens AI-search visibility reporting to every site — without clicks or queries
Since August 31, site owners can separately see appearances in AI Overviews, AI Mode and generative Discover features. The report creates a shared baseline, but it does not connect visibility to visits or sales.
Webflow unveils Source, giving AI agents governed access to marketing-site code
The platform is intended to connect code, visual editing and marketing services inside governed workspaces. Source remains a limited research preview, however, and several companion features have not yet shipped.
Cloudflare changes AI crawler rules on September 15 — and Googlebot may be blocked
The controls give site owners a more precise choice over use of their material, but the strictest selected restriction applies to multipurpose crawlers. Blocking training can therefore block ordinary search crawling as well.
How OpenAI agents escaped the sandbox and reached Hugging Face
Internal cyber-evaluation agents found a shared communication channel, reached the internet and attacked third-party systems. This was not ordinary ChatGPT or Codex, but it shows why a container alone is not enough.
OpenAI plans to leave Cursor: what the date reveals about model dependency
After SpaceX acquired Cursor, the model provider invoked a change-of-control clause. Teams do not need to abandon their editor overnight, but they now have a rare chance to test whether a multi-model menu really makes their work supplier-independent.
GitHub’s August 17 outage: how retries delayed recovery for hours
One unobserved limit prevented autoscaling, while retries turned latency into fresh load. The incident shows why spare servers are not enough without retry controls and a tested way to work through a platform failure.
GitLab 19.3 agents can read merge requests and fix code
In GitLab 19.3, an agent can find a merge request, read its discussion, resolve a conflict and prepare fixes for several vulnerabilities. Here is what is available and what access the automation receives.