RigorVC

People management is one of the most underserved areas in AI tooling. Everyone builds for the IC workflow but the manager's decision-making process is where companies actually break down. The fact that you have paying customers already says the pain is real. The HR-safe guidance angle is especially interesting because most managers are terrified of saying the wrong thing in sensitive...

Building on a vectorized database from scratch instead of bolting AI onto Bullhorn was the right hard decision. Most recruiting AI startups try to add a layer on top of legacy data models and it never really works. The semantic matching for non-linear career paths alone is a huge unlock for recruiters. Congrats on the YC batch and the Base10 raise.

Encoded Memory is the differentiator worth watching here. Most agent tools treat every session as day one. If this actually compounds task-level knowledge into reusable programs, you solve the biggest drop-off problem in automation: users building workflows that break the moment something changes. The cloud sandbox is a smart trust architecture choice too.

Smart positioning. The multi-agent IDE is becoming the real battleground in dev tools, and JetBrains has the code intelligence layer that most competitors lack. The worktree sandboxing solves a pain point every team running parallel agents hits eventually. Biggest question is whether Air can stay model-agnostic as each provider pushes deeper IDE integration.

The dedicated cloud VM approach is the right call here. Most AI assistants reset context every session, which kills the compounding value. The real moat for personal AI won't be the model itself but the accumulated behavioral graph. Curious how you're thinking about data portability when users outgrow any single platform.

The open-source angle matters more than people realize for calendar agents. When you give an AI write access to your schedule, being able to audit exactly what it does is a real trust unlock. For founders juggling multiple investor meetings per week, the text-based booking removes genuine friction — the back-and-forth that kills deal momentum is one of those invisible time sinks nobody talks...