# Secure Posture Management — An inventory of every AI agent an enterprise is already running.

> The part of the platform that connects to the places AI actually runs — workflow automation tools, cloud model services, assistant builders — and turns what it finds into an inventory of agents and components, each carrying its own risk and a feed of policy violations.

## Overview

Posture management inside the platform: a set of provider connections that are refreshed on a schedule, the agents and components they discover, and the violations feed that says which of them did something a policy forbids.

## Stack

- .NET 9
- Entity Framework Core
- PostgreSQL
- Azure AI Foundry
- AWS Bedrock
- xUnit

## Highlights

- Discovery across several agent platforms, each behind its own typed connection.
- A scheduled refresh, so the inventory has a known age.
- A repository layer over the database context, keeping query logic out of services.
- Violations traceable to the execution that produced them.

## Role

R&D Engineer — domain model, persistence and a provider · Jul 2025 – Oct 2025. Closed-source professional work — the write-up describes it without the source.

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Source: https://felipealmeida.tech/projects/airia-spm