sentinel-safety

Open-source behavioral child safety platform. Detecting grooming through conversation patterns, not keyword filters.

Joined on Apr 24, 2026 https://github.com/sentinel-safety/SENTINEL

Work

Sentinel Foundation — Open-Source Child Safety

sentinel-safety

Apr 26

False Positives in Child Safety AI: Architecture Tradeoffs and Why They Matter

#security #webdev #ai #opensource

6 min read

sentinel-safety

Apr 26

COPPA Compliance for Platform Developers: What the Law Actually Requires and How to Build It

#security #webdev #tutorial #opensource

7 min read

sentinel-safety

Apr 26

Add Child Safety to Your Platform in 30 Minutes: A SENTINEL Integration Guide

#tutorial #security #opensource #docker

5 min read

sentinel-safety

Apr 26

NCMEC Mandatory Reporting for Online Platforms: What Developers Need to Know

#security #webdev #compliance #opensource

6 min read

sentinel-safety

Apr 25

Inside SENTINEL: How 13 Microservices Detect Child Grooming by Behavior, Not Keywords

#architecture #python

5 min read

sentinel-safety

Apr 25

Fairness in Child Safety AI: Why Demographic Parity Audits Are Not Optional

#security #ai

5 min read

sentinel-safety

Apr 25

What EU DSA and UK Online Safety Act require from your platform's child safety infrastructure

#security #opensource #privacy #webdev

4 min read

sentinel-safety

Apr 25

Grooming operates over time. Here's how behavioral detection tracks it.

#security #opensource #machinelearning

6 min read

sentinel-safety

Apr 25

Inside SENTINEL: How 13 Microservices Detect Child Grooming by Behavior, Not Keywords

#opensource #architecture #python #security

6 min read

sentinel-safety

Apr 25

Fairness in Child Safety AI: Why Demographic Parity Audits Are Not Optional

#ai

8 min read

sentinel-safety

Apr 25

Privacy-Preserving Threat Federation: How Platforms Can Share Intelligence Without Sharing Data

#security #privacy #opensource #architecture

7 min read

sentinel-safety

Apr 25

Building Compliance-Native Child Safety: What DSA and UKOSA Actually Require

#security #privacy #opensource #devops

7 min read

sentinel-safety

Apr 24

Why Keyword Filters Fail for Child Safety — and What Behavioral Detection Actually Looks Like

#opensource #security #python #machinelearning

5 min read

DEV Community

sentinel-safety

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Available for

False Positives in Child Safety AI: Architecture Tradeoffs and Why They Matter

COPPA Compliance for Platform Developers: What the Law Actually Requires and How to Build It

Add Child Safety to Your Platform in 30 Minutes: A SENTINEL Integration Guide

NCMEC Mandatory Reporting for Online Platforms: What Developers Need to Know

Inside SENTINEL: How 13 Microservices Detect Child Grooming by Behavior, Not Keywords

Fairness in Child Safety AI: Why Demographic Parity Audits Are Not Optional

What EU DSA and UK Online Safety Act require from your platform's child safety infrastructure

Grooming operates over time. Here's how behavioral detection tracks it.

Inside SENTINEL: How 13 Microservices Detect Child Grooming by Behavior, Not Keywords

Fairness in Child Safety AI: Why Demographic Parity Audits Are Not Optional

Privacy-Preserving Threat Federation: How Platforms Can Share Intelligence Without Sharing Data

Building Compliance-Native Child Safety: What DSA and UKOSA Actually Require

Why Keyword Filters Fail for Child Safety — and What Behavioral Detection Actually Looks Like