Alexy Khrabrov

Agent memory is being sold as infrastructure now: OpenAI, Databricks, WSO2, NVIDIA, Cloudflare, LanceDB, and the research bench are all pushing the boundary from prompt design into databases, control planes, and local runtimes.

Agent infrastructure is hardening around databases, typed tool calls, governance planes, and deployment economics.

Databricks put the agent-database fight into buyer criteria as OpenAI, WSO2, Grab, LanceDB, and infrastructure investors crowd the control plane.

The UN-Google data push turns agent readiness into a database problem, while Databricks, OpenAI, NVIDIA, Cloudflare, LanceDB, Hugging Face, and agent-safety researchers put typed boundaries under pressure.

Agent platforms are hardening around managed orchestration, local execution, and stricter data contracts.

OpenAI, NVIDIA, Perplexity, Cloudflare, and new agent-security research all point to the same fight: who controls the execution boundary.