MCP tool descriptions are re-fetched on every connection and nothing pins them. A server can behave correctly during review and change afterwards.
The MCP server that changes its mind after you approve it
MCP tool descriptions are re-fetched on every connection and nothing pins them. A server can behave correctly during review and change afterwards.
PHP2Shell, Node2Shell, LiteLLM, and Shai-Hulud expose gaps in software trust. Apply five SIP controls to reduce exposure and contain damage.
Your agent system does not learn. It just runs. Most multi-agent systems I see have the...
Six months of daily use, packaged: a shared second brain, agents in sync, search three ways, no fake done, custom skills, your vault on your phone, and two agents on one task.