FamousSparrow deployed two enhanced SparrowDoor variants and ShadowPad in July 2024 attacks, signaling active tool development.
There is a point where science and spirituality converge.
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To prevent similar incidents from reoccurring in the future, Cloudflare has improved credential logging and verification and now mandates the use of automated deployment tooling to avoid human errors.
The company is also updating standard operating procedures (SOPs) to require dual validation for high-impact actions like credential rotation and plans to enhance health checks for faster root cause detection.
Cloudflare’s R2 service suffered another 1-hour long outage in February, which was also caused by a human error.
A couple weeks ago, I participated in the Mercor x Etched x Cognition Hackathon. The theme of the hackathon was “inference-time compute”— and this is what I worked on for 24 hours, with some added rigor, visualizations, and analysis.
You can view the original work here and the code here — my contribution is the hallucinations section for both.
Thanks to Allison Lim and Vijay Kumaravelrajan (alphabetical order) for helping me edit this!