InspirThe Problem Solved:
Modern software development moves at a high velocity, often leaving security as an afterthought. Manual code reviews create bottlenecks, and traditional CI/CD pipelines only detect vulnerabilities after the code has been committed. The "Shadow Architect" solves the friction between speed and security. It addresses the lack of real-time, proactive oversight by implementing an autonomous AI agent that monitors, alerts, and remediates security flaws before they can reach production environmentsation
Key Features Used: The system is built upon a Triad of specialized agents (Sentinel, Auditor, and Executor) orchestrated through the GitLab Duo platform and powered by Anthropic Claude 3.5 Sonnet. It utilizes a layered architecture (Repository & Factory patterns) for scalable task management. Key integrations include a Hono/Bun-based middleware that connects the agent’s internal logic with an omnichannel notification system via the Telegram Bot API, ensuring the lead architect is never out of the loop.
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for Otto-Task: Shadow Architect AI
Built With
- gitlab
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