v0.3 — Relentless Autonomous Execution

A digital human
that never quits

Give it 7 days and a mission. It researches, builds, designs, markets, and iterates autonomously — relentlessly problem-solving through every obstacle. Only limited by compute and API availability.

5
Max Retries
24/7
Autonomous
0
Human Required
30
Steps/Task
Relentless Engine
Plan → Act → Verify → Diagnose → Retry. Never gives up until the task is done.
Swarm Intelligence
Autonomous multi-agent decomposition — one objective becomes dozens of parallel micro-tasks.
DeepSeek v4 Flash
Cloud orchestrator that breaks massive objectives into executable plans in seconds.
Self-Improving
Every failure teaches. The engine diagnoses, adapts strategy, and retries with a new approach.
System surfaces

Inside the swarm console

Explore the pieces that power mission → tree → workers → steer. Select a module for a quick dry-run.

Core Engine Subsystems
Time-budget swarmsLive Mock Engine Hooked

Core Concept

Give a mission and a wall-clock budget. swarmagents.codes decomposes it into a hierarchical task tree, auto-deepens until every leaf fits a small LLM worker, then executes in parallel.

Why it’s different:Trees are sized to your time budget — a 1-hour run becomes dozens to hundreds of atomic micro-tasks, not a shallow checklist.
LLM RouterDeepSeek v4 Routing LayerProvably Optimal Target
DS
Input Goal
H(x)
Hamiltonian
Success
Click aspects on the left to simulate operational characteristics.

Why it ships

Built for budgeted swarms

The product is a time-aware decomposition engine with live control — not a chat wrapper.

Time-budget fit

Decomposition scales to your wall-clock. A 1-hour mission becomes a dense tree of 1–3 minute leaves — not a shallow checklist.

Auto-deepen for small models

Oversized nodes split until every leaf fits a local / small LLM worker. More micro-tasks, less hallucination.

Live steering

Pause, prefer, avoid, re-decompose, or inject leaves while the swarm runs — with applied vs queued honesty.

Role → model & quota

Route architect, coding, research, validation, and browser work to different providers with RPM and daily $ caps.

Sandbox visibility

Watch agents in shell or browser tiles under the neon DAG — tool calls and viewports as they work.

Rich executable leaves

Acceptance criteria, tools, dependencies, and deliverable paths on every leaf — not vague labels.

Try Zero →
Enter to send·Shift+Enter for newline