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Frameworks and SDKs
HAS-Core and its safety modules.
Frameworks and SDKs →Harmondeg Lightweight Upstream AI Safety Ltd.
Lightweight AI Safety. Early Risk Detection. Privacy-First Protection.
Modular safety technology for AI and digital systems.
Who we are
A System Safety Company, Focused on AI and AGI Safety
HARMONDEG is a system safety company based in Calgary, Canada. We focus on the safety of AI and AGI systems, and apply the same systems approach to other digital and organizational systems: identifying risks at their source, understanding how components interact and change, and building proportionate, customer-controlled protection. We turn safety research into practical engineering: the HAS-Core modular safety framework, standalone applications such as HEMIG Mini Guard, and technical evaluation and systems consulting.
More about us →What we build
What We Build
02
Applications
Standalone security software, including HEMIG Mini Guard.
Applications →03
Insights
Technical notes, research, and validation cases.
Insights →How we engineer
Engineering Priorities
Lightweight by design
Upstream-oriented
Privacy-first
Modular integration
Controlled response
Evidence-led development
End of HomeNext pageAbout →
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Frameworks and SDKs
HAS-Core
Modular AI Safety Architecture
Specialized components for detection, monitoring, protection, and controlled response. Use one module or combine several.
Status labels:
Research Concept
Prototype
Internal Validation
Preview
Released
Technology Areas
Data integrity and anomalous input
Privacy and information exposure
Runtime behavior and system boundaries
Safety orchestration and response
Module Directory
This directory introduces research modules and technical components. A listing does not imply that every module is currently released as a public SDK or licensed product.
SDIR
Synthetic-data integrity.
SOD
Anomaly detection.
PAC
Poisoning signals.
CPC
Adversarial-input signals.
PID
Privacy protection.
DAEF
Data-exfiltration signals.
Drift
Drift monitoring.
DRD
Duplication detection.
Subject Guard
Runtime boundaries.
Ctrl
Authorization and response.
Deployment
- Modular evaluation
- Supplementary protection
- Customer-defined policies
- Technical assessment first
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Applications
Standalone applications
Standalone Security Applications
Development and validation
HEMIG Mini Guard
Lightweight Endpoint Safety Application
Lightweight endpoint safety: observes selected signals, detects anomalies, and responds within its supported scope.
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Insights
Research and cases
Research, Perspectives and Cases
Technical Insights
Perspectives on upstream risk detection, lightweight monitoring, privacy-first security, dynamic system behavior, runtime protection, and modular safety engineering.
Research and Analysis
Selected notes on AI risk mechanisms, systems-level safety questions, operational anomalies, technical trade-offs, and emerging directions in security architecture.
Cases and Validation
Technical demonstrations, internal test summaries, and experimental scenarios. Each case identifies its context, test conditions, scope of observation, and applicable limitations.
Selected Topics
- Why early detection matters.
- Protection without unnecessary content inspection.
- Abnormal behavior in changing runtime conditions.
- Modular safety in existing environments.
- Evidence standards for testing.
Research background: harmondeg.org
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About
Company
About HARMONDEG
Harmondeg Lightweight Upstream AI Safety Ltd. is a Calgary-based AI safety venture. We build lightweight, privacy-first, modular safety technology, including the HAS-Core architecture and standalone applications.
Design Principles
- Find the source of risk.
- See systems as interacting and changing.
- Act proportionately, with reversible controls.
- Respect privacy and customer control.
- Validate claims in documented tests.
At a Glance
- Location
- Calgary, Alberta, Canada
- Website
- harmondegtech.com
- contact@harmondegtech.com
- Research background
- harmondeg.org
- Founder
- Hu Yang Qingyun (Qingyun Hu-Yang)
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Partnerships
Work with us
Partnerships
Choose a type below, then contact us.
1
Technical Evaluation and Pilots
Defined test scope and environment.
2
Licensing and Integration
Component access and integration.
3
Joint Development
Collaboration on a specified need.
4
Product and Distribution
Delivery to end users.
5
Investment and Strategic Partnerships
Technology direction and growth.
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Contact
Get in touch
Contact HARMONDEG
Email us, or use the form.
Contact details
- Company
- Harmondeg Lightweight Upstream AI Safety Ltd.
- Location
- Calgary, Alberta, Canada
- Website
- harmondegtech.com
- contact@harmondegtech.com