J. Mohoney

Chronos: Efficient Bolt-on Branching Across Data Stores for Stateful Agentic Applications

Data-centric applications increasingly use speculative execution to explore multiple candidate paths where each path modifies state distributed across heterogeneous data stores. This trend is intensified by the rise of tool-calling agents. Hence, applications need data systems that can create branches quickly, isolate...

Guarded Commits: Transactional Human Approvals for LLM Workflows

LLM workflows often require human approval before an irreversible external action. Most systems keep that approval outside the workflow, as an interface click or an audit entry. The workflow therefore lacks a commit-time check that every risky path reached an approval gate. Its logs may not preserve the reviewed eviden...

An Analysis Graph for Statistical Genetics Agents