TLDR Tech / Data
The Current State of Agentic AI
Production systems now deploy specialized agent teams, such as triage, SQL, and Python agents, with MCP connecting them to systems like GitHub, Slack, and PostgreSQL. Persistent memory graphs extract facts from execution histories so agents accumulate organizational knowledge across calls, and multi-agent handoffs introduce lateral prompt injection risks addressed through cryptographic tool provenance and ephemeral sandboxes.
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