Agno CEO on self-improving agent infrastructure: agents trained on their own traces

pritisinghhhh · x · 2026-10-26

Agno founder & CEO Ashpreet Bedi outlines how companies can build shared agent platforms that improve themselves. Every team will run agents needing the same foundation—runtime, knowledge access, persistent state, sandboxes, permissions, and audit trails. Consolidating traces of what users asked, what context agents used, and which tools they called turns observability into an improvement engine: hand the trace and source code to a coding agent to generate better instructions, fix tools, or update knowledge, then track long-term that changes actually help—closing a run→learn→improve loop.

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