Drop one API call into any automation. A real human verifies the output in under 60 seconds — with a confidence score.
HaaA inserts a human checkpoint without touching your existing stack. One HTTP call is all it takes.
When your automation hits a high-stakes output — a client email, a report, a decision — it POSTs the task to /verify.
Within 20 seconds, a pre-vetted validator claims the task. They approve or reject. The whole thing takes under 60 seconds.
HaaA returns verdict, confidence score, consensus, and time elapsed. Your automation continues. Your client never knows it paused.
One bad output at volume can cost you a client. HaaA is the catch before it ships.
You're sending emails, proposals, or messages on behalf of clients at volume. One off-tone output can cost a retainer. HaaA catches it before it sends.
Your AI agent produces summaries, reports, or decisions. You're reviewing them manually before they go live. HaaA replaces that review loop — without you in it.
You're building a product that makes consequential calls — classifications, content decisions, data transformations. Add a human checkpoint at the edges where accuracy matters most.
Scraped data, LLM-extracted fields, form inputs that feed downstream systems. HaaA validates before it propagates.
Works with n8n, Zapier, LangChain, or any code that can fire an HTTP request.
curl -X POST https://api.haaa.dev/verify \ -H "Authorization: Bearer YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{ "task": "Safe to send to this client?", "content": "Hi John, following up..." }'
import requests result = requests.post( "https://api.haaa.dev/verify", headers={"Authorization": "Bearer YOUR_KEY"}, json={ "task": "Safe to send to this client?", "content": agent_output } ).json() if result["verdict"] == "reject": handle_rejection(result["rejection_reason"]) elif result["confidence"] < 0.85: escalate(result)
const result = await fetch("https://api.haaa.dev/verify", { method: "POST", headers: { "Authorization": "Bearer YOUR_KEY", "Content-Type": "application/json", }, body: JSON.stringify({ task: "Safe to send to this client?", content: agentOutput }), }).then(r => r.json()); if (result.verdict === "reject") handleRejection(result);
// HTTP Request node { "method": "POST", "url": "https://api.haaa.dev/verify", "authentication": "headerAuth", "body": { "task": "{{ $json.task }}", "content": "{{ $json.agent_output }}" } }
Every response tells you exactly what happened.
if confidence < 0.85, escalate — not just approve/reject.
A community for builders who think humans and AI systems work better together. Workflow patterns, edge case discussions, and real talk about where autonomous agents break.
Follow @haaa_dev on XJoin our global network of human validators. Review short AI-generated outputs — approve or reject via Telegram. 20–30 seconds per task. Work when you want, from anywhere.