Qdrant, Future AGI and AWS set a talk on self-improving agent retrieval loops

qdrant_engine · x · 2026-07-29

Qdrant is hosting a builder event on engineering self-improving AI systems, with talks from Qdrant, Future AGI, and AWS.

The key technical theme is retrieval reliability: many agents trust the first search result even when retrieval is weak. The talk focuses on building loops that detect bad results, change strategy, and know when to retry, escalate, or stop before the agent hallucinates. The event also includes demos from teams shipping real agent infrastructure.

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