blog1 post3 categories13 active topicsfiltered: orchestration

Notes from the field.

Working notes on the craft: engineering at scale, the AI-era developer experience, frontend that most teams leave on the table, and whatever else has my attention.

Building grant-pilot: a multi-turn agent that orchestrates three sub-agents over real federal data
A multi-turn agent that finds federal grants for small businesses and nonprofits. A planner orchestrates three sub-agents (discovery, eligibility, drafter) over real federal data, with a hard daily budget cap, atomic spend reservation, and a planner that never throws. Here's what I built and what shipping it taught me.
ai
agents
sub-agents
orchestration
open-source
May 10, 202615 min

Building grant-pilot: a multi-turn agent that orchestrates three sub-agents over real federal data