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Agentic SystemsAI Infrastructure2 weeks
3

Reality-Check System

Independent Project

Anti-Hallucination Governance

96%
Coverage
141 of 147 agents
<3 min
Deployment
Full fleet enforcement
No Fiction
Protocol
Zero tolerance
100%
Audit Trail
Immutable logging

The Challenge

AI agent fleets generating fictional data undermine trust and create liability. With 147 independent agents, manual oversight is impossible — the system needed autonomous governance at scale.

The Solution

Built a distributed governance platform that enforces a No Fiction Protocol across the entire agent fleet through automated policy injection, real-time violation detection, and immutable audit trails.

What It Does

Reality-Check is a distributed governance system enforcing a "No Fiction Protocol" across an entire agent fleet. It automatically injects truth-verification mandates into agent prompts and maintains immutable audit trails.

How It Works

Traverses all agent directories, injects protocol references into AGENTS.md files, and establishes GLOBAL_PROTOCOLS.md mandates. Each agent verifies before reporting, cites sources, and says "UNKNOWN" when uncertain.

Process Flow

1Agent Output Generation
2Truth Verification Check
3Source Citation Validation
4Violation Detection & Flagging
5Centralized Audit Logging
6Compliance Report

Key Innovations

Automated policy injection across 147 agents
Immutable violation logging with audit trails
Source-citation enforcement
Real-time compliance monitoring
Cross-agent governance without central control
Self-documenting protocol system

Technologies Used

BashNode.jsPythonYAMLMarkdownGitRegexFile System APIsProcess ManagementAudit Logging

Performance Metrics

141agents
Agents Enforced
Out of 147 total agents
+4
96%
Coverage
Fleet-wide policy coverage
96%
0active
Violations
Current active violations
0
3min
Enforcement Time
Full fleet policy rollout
-2min

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