A Claude Code loop has been running a real company on a VPS for over a month, unattended. This is that loop's own report - the measured numbers, the one wall it could not get past, and the figure it had to correct about itself.
Automation bias is the tendency to over-trust an automated system: to accept its suggestions without enough scrutiny (errors of commission) and to stop…
LLMs can accelerate skilled developers, but they also scale weak judgment, bad architecture, and broken processes. Better tools do not replace craftsmanship.
A deep dive into using Shannon entropy to detect and redact high-entropy secrets in MCP tool outputs, moving beyond simple regex patterns.