Spawning parallel AI agents with git subtrees and meta prompts

Calvin Hendryx-Parker, CTO at Six Feet Up and AWS Hero, shares a workflow for spawning parallel AI agents using git subtrees and meta prompts. The approach forks subtrees per GitHub ticket, lays down meta prompts in each, and spawns sub-agent processes to handle PRs and tests simultaneously — useful for compliance YAML and legacy upgrades. He also advocates for day-one cloud deployments to immediately tackle secrets, configuration, and logging, and highlights Goose as an AI agent effective beyond code for business tasks like user stories and requirements. Senior developers are noted as best positioned to leverage AI tools due to their edge-case knowledge and SDLC discipline.