Budget slicing
Lead's $500/day ceiling slices down to each sub-agent. Per-agent circuit breakers prevent fleet-wide impact. One agent's runaway doesn't drain the pool.
Delegated provisioning
Delegated hiring at machine speed.
Provisioning
12s
from 4 hours
Budget overruns
0
hard caps enforced
Reporting throughput
3×
quarterly cycle
Problem
Four hours of humans per agent. Every agent.
A fintech scaled from 5 to 50 agents quarterly. Each new agent needed DevOps (30m) + security review (45m) + finance (60m) + compute provisioning (90m) — 4 hours per agent, 2 weeks of backlog. All agents got identical permissions; a single runaway could drain the quarterly budget.
Solution
Lead agents spawn sub-agents.
The Agent Bootstrap Protocol: a Lead Agent spawns sub-agents in under 12 seconds with scoped permissions, sliced budgets, and graduated trust. M2M delegation replaces the human bottleneck.
Permission inheritance
Sub-agents get a strict subset of Lead's tools (e.g., market_data.read only, never portfolio DB). Privilege escalation is impossible.
Graduated trust
New hires start WATCHED (rate-limited, price-optimized models). Auto-promote to ACTIVE after 3 clean verdicts.
“Q1 2026 incident: a runaway data-fetcher detected at 8× budget velocity, quarantined in <200ms. It wasted $20.14 at the per-agent circuit — not $500 at the fleet ceiling. Lead spawned a replacement, reporting finished on time.”