REMEDI:Agentic AWS Security & Remediation Platform
A full-stack agentic security platform that scans an AWS account across 8 services, generates a findings report, waits for human approval, auto-remediates every vulnerability, then runs a verification pass — all orchestrated by a 5-stage LangGraph pipeline with 8 parallel specialist sub-agents.
Core Impact
“Audits 8 AWS services in parallel in under 5 minutes with zero unauthorized changes via a LangGraph human-in-the-loop safety gate and deterministic MCP tool dispatch.”
Architecture Breakdown
Built an agentic AI security scanner that audits 8 AWS services in parallel using LangGraph and 8 concurrent specialist sub-agents (ThreadPoolExecutor), completing full infrastructure audits in under 5 minutes.
Designed a 5-stage human-in-the-loop pipeline (Orchestrator → Report Generator → Safety Gate → Remediator → Verifier) with LangGraph interrupt checkpoints, ensuring no AWS change is made without explicit operator approval.
Implemented 21 MCP-compliant AWS security tools (boto3) spanning IAM, S3, EC2, VPC, RDS, Lambda, and CloudTrail, with deterministic regex-based tool dispatch that eliminates LLM hallucination in remediation decisions.
Mapped 8 CIS AWS Foundations Benchmark controls to automated scan checks with real-time compliance scoring stored in PostgreSQL and visualized in a live dashboard.
Systems Analysis Concluded