Description
🖼️ Tool Name:
Handit.ai
✏️ What does this tool offer?
Self-Improving Feedback Loop: Handit ingest logs of your AI agent’s interactions, evaluates every decision, and automatically suggests better prompts or training data.
Autonomous Error Correction: If an agent fails (e.g., hallucinates or breaks a schema) at 2 AM, Handit detects it, generates a fix, tests it against real historical data, and can even open a Pull Request with the fix.
A/B Testing for Prompts: Instead of guessing which prompt works better, Handit runs experiments on real production traffic and tells you exactly which version performs best.
Schema & Logic Guardrails: Ensures your agents follow specific rules (like outputting clean JSON) and alerts you before a "silent regression" breaks your application.
No-Code Optimization: Even non-engineers can connect Handit to tools like n8n to audit their automated sales or support flows.
⭐️ What does the tool actually offer? (User Experiences)
"Sleep Better" Reliability: Developers report they no longer worry about their agents "going crazy" overnight because Handit acts as a 24/7 auditor.
Dramatic Accuracy Gains: Case studies show accuracy improvements from 40% to 70%+ within 48 hours of connecting the engine.
Operational Visibility: Users appreciate moving from "black-box" failures to having a clear dashboard showing exactly where and why an agent failed.
🤖 Does the tool have automation features?
Yes, it is an Optimization Automation Platform:
Auto-generated Prompts: It uses AI to write better prompts for your AI.
Auto-remediation: Automatically identifies root causes and proposes code/logic changes.
💵 Pricing (2026 Updates)
Handit.ai follows an Open-Core model, making it accessible for startups while offering high-level security for enterprises.
Note: As of 2026, Handit often uses a Usage-based model where you pay based on the number of "logs ingested" or "agent decisions audited."
🎁 Is the free version a trial or completely free?
The Open Source version is completely free for self-hosting. For the cloud version, Handit typically offers a Waitlist / Beta access or a Free Tier that allows you to audit a certain number of calls (e.g., first 1,000 calls) for free.
💳 What does the Paid version offer?
Managed Hosting: No need to maintain your own servers.
Advanced A/B Testing: More sophisticated experimentation tools.
Team Collaboration: Shared dashboards for entire engineering and product teams.
Priority Integration: White-glove setup for complex n8n or custom API flows.
⚙️ Access or Source:
Official Website
Dashboard
GitHub
🔗 Experience Link: