SELECTED SYSTEMS / 01 | 03
Agentic systems, data investigation and cloud operations, presented with their architecture, evidence and honest boundaries.
Investigate the cloud. Keep the evidence.
A read-only AWS resource and cost investigation workspace. A Next.js galaxy view, FastAPI routes, an OpenAI Agents SDK investigator and token-gated MCP tools all draw from the same service layer.
Next.js · FastAPI · boto3 · OpenAI Agents SDK · DynamoDB · MCP
VIEW CASE STUDYA question. A query. A trace you can follow.
A Next.js data agent explores a synthetic retail warehouse in BigQuery. A hand-written loop chooses tools, guards read-only SQL, retries bounded failures and streams its investigation trace to the interface.
Next.js · TypeScript · BigQuery · Gemini · Groq
VIEW CASE STUDYOperations knowledge. With an evidence trail.
An in-development RAG system for on-call cloud and DevOps questions. Its repository contains ingestion, hybrid retrieval, search-time role filters, grounded-answer checks, a FastAPI service and a Review Bench interface. Live provider evaluation and the AWS demo remain pending.
FastAPI · OpenSearch · Amazon Bedrock · Next.js · Terraform
VIEW CASE STUDY