About

I build tools that make AI agents smarter.

I'm Renata Kunnela, an AI engineer focused on agent memory, multi-agent orchestration, and agentic workflows. This blog is where I share what I learn — architectures, experiments, failures, and wins.

Projects

ALMA Memory

Agent Learning Memory Architecture. Give any AI agent permanent memory that learns and improves over time. 7 storage backends, 22 MCP tools, R@5 = 0.964 on LongMemEval.

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