Side-channel attacks can turn timing, power draw, and electromagnetic signals into a path around encryption, showing why defenders must secure implementation behavior as well as the algorithm itself.
A passing CI result can still miss attack chains in GitHub Actions, which is why workflow governance matters as much as scanner output.
The supply-chain risk is no longer only about third-party libraries. If AI is part of the build path, it becomes another upstream source that security teams must be able to inspect, constrain, and prove.
SindriKit 1.3.0 puts call-stack provenance in the crosshairs, showing how EDR trust can be strained without breaking Windows itself.
A new SindriKit release shows how offensive tooling keeps shifting from blunt payload delivery to the quieter problem of making malicious activity harder for EDR to interpret.
A large scan of MCP servers suggests that familiar flaws like file abuse, command injection, SSRF, and SQL injection are now surfacing inside the software layer that connects LLMs to real systems.