Worka-Orchestrator is a message-centric DAG workflow engine that orchestrates specialized AI agents. Build complex, idempotent workflows with built-in security, PII redaction, and human-in-the-loop controls.
Idempotent Execution
PII Protection
WASM Ready
{
"id": 1,
"name": "Create Customer Task",
"action": "prompt_llm",
"semantic_key": "customer_id=$tool:vault:conversation:customer_id",
"side_effect": false,
"input": {
"agent_id": 42,
"message": "Analyze customer sentiment and create follow-up tasks",
"context_control": {
"max_token_budget": 2000,
"min_event_weight": 0.7
}
},
"depends_on": []
}
Every feature designed with safety, reliability, and developer experience in mind
Replace monolithic AI systems with specialized agents. Each agent handles specific tasks, reducing hallucinations and improving maintainability.
Built-in nonce system and semantic keys ensure steps never execute twice. Safe retries and recovery from failures without side effects.
Integrated PII redaction with Microsoft Presidio, secure vault for secrets, and comprehensive audit logs for compliance.
Advanced context control with token budgeting, event weighting, and intelligent history assembly for optimal LLM performance.
Entire engine compiles to WASM for client-side execution. Run workflows anywhere - server, browser, or edge.
Confidence monitoring with logprob calibration. Automatic escalation to human review when AI confidence is insufficient.
Every user message spawns a workflow. Agents orchestrate other agents through structured JSON DAGs.
Download Worka-Orchestrator and start building intelligent workflows
Full-featured workflow engine with all enterprise capabilities.
Create a 5-minute YouTube video or blog post about your Worka usage to unlock higher revenue limits.
Open source client libraries and SDKs for integration.
MIT licensed clients work with any compatible server implementation.