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2025

EverCurrent

AI workflows for hardware teams

Agentic AI workflow management for hardware manufacturing. Part of a16z Speedrun.

Why I built this

Hardware teams drown in context switching between Slack, Jira, Confluence, and CAD tools. I wanted to build something that could actually understand the full picture and help teams move faster without losing information.

What I learned

Building for enterprise is different. You need to think about integrations, permissions, and audit trails from day one. Also learned a lot about vector search and semantic memory pipelines.

Built with

FastAPIGraphQLPostgreSQLTypeScriptOpenAIFAISSWeaviate