CTL AI Watchdog Agent
Multi-service control and observability platform with AI-assisted diagnostics, service restart, log inspection, volume management, and live topology views.
Role
Architect & Lead Engineer
Timeline
2025
Type
DevOps
Summary
A control service that monitors service health, draws the dependency topology, reads logs, and supports supervised restart and volume operations.
Engineering challenge
Keeping automated diagnostics and restart actions bounded by fresh state, explicit permissions, and human review.
Screenshots
Protected enterprise system. Screenshots and architecture are sanitized. Sensitive implementation details, credentials, and internal endpoints are omitted for security.
Topology Overview
Full cluster topology visualized as a live graph — services, dependencies, and health status at a glance.
Circle Layout — AI Mode
Circular topology layout with AI-highlighted degraded services and suggested remediation paths.
Force Graph — AI Mode
Force-directed graph layout showing service cluster groupings and inter-service dependencies.
Tree View — AI Mode
Hierarchical tree view of services with AI annotations on degraded nodes and restart recommendations.
Full case study in progress.
Interested?
Let's talk about what I can build for you.
Available immediately for senior full-stack and product engineering roles, onsite or hybrid across Morocco, plus international remote contracts.