Understanding RAG: Build a Security Assistant with Cloud Run, Firestore, and Vertex AI
Build a RAG-powered security assistant on Google Cloud using Firestore and Vertex AI — deployable threat intelligence with context-aware responses.
AI
A collection of 2 Posts
From Zero to Amazon Bedrock: Learn how to interact with GenAI Models using AWS Lambda
A hands-on Python guide to Amazon Bedrock with AWS Lambda — call foundation models, use Converse API, and apply minimal IAM to ship GenAI features fast.
AI-Agents
A collection of 2 Posts
One Prompt. Claude Fixed My Broken SIEM Feed.
A real-world POC: I gave Claude access to Elastic SIEM, Jira, Confluence, and Gmail — and let it triage a broken log feed autonomously. Here's exactly what happened, and how to set it up yourself.
Build Your First AI Agent: From Static AI to Autonomous Systems
Build your first autonomous AI agent with CrewAI — deployable Python code, multi-agent systems, and real API integrations for security engineers.
Cloud-Security
A collection of 1 Post
Reduce MTTD/MTTR with Amazon Bedrock - From Telemetry to Action
Reduce MTTD/MTTR by combining AWS WAF, CloudWatch, and Amazon Bedrock Agents — from telemetry anomaly detection to automated security mitigation.
Prompt-Engineering
A collection of 1 Post
How to Talk to AI: Human–Computer Communication in the LLM Era
A practical field guide to prompting for security engineers — use structure, context, and examples to get consistent, high-quality results from LLMs.