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