Multi-agent delegation and human approval workflows
Safely automate high-stakes workflows. Splyntra lets autonomous agents delegate tasks across sub-agents while pausing execution to request human sign-off before executing irreversible actions like money transfers or data deletions.
from splyntra.governance import request_approval, Priority
# Automatically pauses agent execution until approved via UI or Slack
@request_approval(
action="prod_deploy",
approver_role="platform_lead",
timeout_minutes=30,
priority=Priority.HIGH
)
def deploy_infrastructure(spec):
return terraform_client.apply(spec)Engineered for high-throughput autonomous agents
Every capability is built into the OpenTelemetry streaming pipeline with sub-millisecond ingestion overhead.
Interactive Human Approval Queues
Route high-risk tool calls to human reviewers via Slack notifications, email, webhooks, or the Splyntra review portal.
- ✓Reviewers see the full conversation history, prompt, and proposed action arguments
- ✓One-click approve, modify arguments, or reject directly in Slack or Teams
- ✓Cryptographic signature of the approver stored in the immutable Audit Ledger
Multi-Agent Delegation & Hand-Off Tracing
Trace and manage hierarchical agent structures where supervisor agents spawn, delegate tasks to, and review worker agents.
- ✓Visual hierarchy of planner -> specialist -> critic agent handoffs
- ✓Scoped permission inheritance: worker agents inherit a strict subset of supervisor rights
- ✓Deadlock and delegation cycle detection
Asynchronous Resumption & Webhook Callbacks
Agent execution state is safely checkpointed and persisted while waiting for human intervention, freeing compute resources.
- ✓Zero compute cost while waiting hours or days for human approval
- ✓Automatic resumption of agent runtime upon approval
- ✓Custom fallback actions if approval times out
Frequently Asked Questions
How does the agent pause and resume without crashing?▼
Can approvals be integrated into Slack?▼
Related Platform Features & Guides
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