Build Your First AI Agent: From Static AI to Autonomous Systems
Create autonomous AI agents using CrewAI. Simple guide with multi-agent systems and API integrations.
Just Start Building Matters More Than Ever. – Hart Rossman
Hi! I’m Bartosz
I am a Cloud Security Engineer and AI Enthusiast. I create practical, hands-on AI projects to enhance cloud security.
I looked for real-world AI projects designed for security engineers—fun, deployable, and engaging—but came up empty. So, I started creating my own.
Explore step-by-step tutorials you can follow, fork, or adapt to your stack. Have ideas, tweaks, or want to collab? Reach out to me 🤝
Cloud Security | Automation | AI
The Journal
How to Talk to AI: Human–Computer Communication in the LLM Era
A practical field guide to prompting: leverage structure, context, and examples to turn AI conversations into consistent, high-quality results.
Understanding RAG: Build a Security Assistant with Cloud Run, Firestore, and Vertex AI
Discover how to use embeddings and Retrieval-Augmented Generation (RAG) to create a robust threat intelligence system with Google Cloud, Firestore, and Vertex AI. Enhance your security with custom, context-aware responses
Reduce MTTD/MTTR with Amazon Bedrock - From Telemetry to Action
Transform observability data into actionable defense by combining AWS WAF, Amazon CloudWatch, and Amazon Bedrock Agents for anomaly detection, diagnosis, and automated mitigation.