A deep dive into using Shannon entropy to detect and redact high-entropy secrets in MCP tool outputs, moving beyond simple regex patterns.
Stop Leaking Secrets into your LLM Context Windows
A deep dive into using Shannon entropy to detect and redact high-entropy secrets in MCP tool outputs, moving beyond simple regex patterns.
Bottom line: rank a text-to-image API by prompt adherence and style control first, output resolution...
Coding agents produce code fast. Without constraints, verification, and accountability, they just manufacture defects at scale.
Automation bias is the tendency to over-trust an automated system: to accept its suggestions without enough scrutiny (errors of commission) and to stop…