Documentation Index
Fetch the complete documentation index at: https://docs.51ultron.com/llms.txt
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Ultron executes up to 75 tasks at the same time. This is not a queue where tasks wait their turn. It is genuine parallel execution across agents and workspaces.
How the math works
Ultron — up to 75 parallel executions
├── Workspace A
│ ├── Cortex → deep-diving Series A SaaS companies (3 searches in parallel)
│ ├── Specter → enriching 10 leads (Apollo + ZeroBounce in parallel)
│ ├── Striker → writing cold emails for 5 qualified leads
│ ├── Pulse → drafting LinkedIn post (trend research + VIRALS scoring)
│ └── Sentinel → monitoring system health
├── Workspace B
│ ├── Cortex → competitive analysis on HubSpot
│ ├── Specter → ICP matching for a new lead list
│ ├── Striker → Day 3 follow-ups for last week's outreach
│ └── ...
└── ... up to 15 workspaces
Within each task
Parallelism doesn’t stop at the task level. Inside each skill run, independent tool calls fire simultaneously:
// Specter enriching one lead — all three calls fire at once
const [company, contacts, emailCheck] = await Promise.all([
search_companies({ name: "Acme Corp" }),
search_people({ company: "Acme Corp", title: "CTO" }),
verify_email({ email: "john@acmecorp.com" })
]);
Concurrency controls
Parallelism is managed at two levels to protect against rate limit cascades:
| Level | Limit | Reason |
|---|
| Skills per session | Max 2 concurrent | Prevents token-per-minute overflow |
| Tool calls per skill turn | Unlimited parallel | Independent ops always concurrent |
retry-after header, falls back to exponential backoff (1s → 2s → 4s), and retries up to 3 times before surfacing an error.
Why it matters
A complete outbound cycle — ICP research, lead discovery, enrichment, scoring, cold email draft, quality check — that takes a human 4 hours runs in under 15 minutes when Cortex and Specter work in parallel and hand off to Striker automatically.