Keep up with tech in 5 minutes

OffSeq's threat-finder is a cross-platform Rust CLI that inventories running host software and accurately matches it against the OffSeq Radar catalog to eliminate false positives from backported fixes. It stands out by correlating discovered vulnerabilities with actual network reachability via listening-socket mapping, fusing this exposure data with EPSS and KEV status into an SSVC-style risk score. Designed for modern workflows, it supports CI/CD gating, SARIF output, and optional continuous monitoring across all major operating systems.

Researchers found that when an expressive, animated humanoid robot made a social error, participants' brains showed coordinated activity linked to rising oxytocin, which predicted falling trust and less influence over their choices, an effect absent when the robot was stationary and expressionless. It undercuts the common design assumption that making robots more lifelike and expressive automatically earns more trust, suggesting expressiveness can backfire when the robot doesn't reliably deliver on the social behavior it signals.

GitHub stacked pull requests give developers and their agents a native way to decompose work that otherwise lands in a giant pull request. It turns pull requests into a chain of small, focused, and independently reviewable layers, each scoped to a single concern. This post explains how to use stacked pull requests to simplify reviews.