ValGuard.ai

@valguard_ai

Deterministic validation and orchestration for AI agents. Schema and policy checks on every step, budgets and cost control. Shadow mode first. valguard.ai

valguard.ai

Joined September 2026

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3 Followers

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ValGuard.ai
@valguard_ai
Sep 17
99.7% accuracy sounds great… until you run 10,000 requests a day. That’s still ~30 silent failures. Every single day. Most of them return 200 OK. This is why we built ValGuard. valguard.ai/blog/why-we-bu… #AI #LLM #AIAgents #LLMOps #ProductionAI
Why We Built ValGuard | Deterministic AI Validation
From valguard.ai
ValGuard.ai
@valguard_ai
Nov 13
A request to "remove test orders" became DELETE ... WHERE customer_email LIKE '%test%'. It matched real customers too. The SQL was valid. The effect was not. Check generated SQL before it runs.
Text-to-SQL Without DROP TABLE Surprises | ValGuard
From valguard.ai
ValGuard.ai
@valguard_ai
Nov 10
Reviewing 5% of comments tells you about drift. It does not tell you if this comment, going live now, is safe. Our new post: blocklists first, classifiers second, humans for the gray zone.
Social Media Moderation That Keeps Pace | ValGuard
From valguard.ai
ValGuard.ai
@valguard_ai
Nov 9
An LLM-as-judge is good at tone. It is a weak gate before money moves. Keep the judge for taste. Put schema, math and policy checks in code before any side effect.
LLM-as-Judge With Deterministic Validation | ValGuard
From valguard.ai
ValGuard.ai
@valguard_ai
Nov 5
Your LLM tags a review as color_palette. That label is not in your enum. The row parses, the ETL job passes, and the dashboard fills with fiction. Prompts reduce invented tags. They don't stop them. Check each row against the closed list.
Review Taxonomy Fails When Models Invent Tags | ValGuard
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ValGuard.ai

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