# AutoGen — User Demand Report

**Week:** 2026-W15
**Generated:** 2026-04-06
**Issues analyzed:** 34 (27 included)
**Need clusters:** 1

## Top 10 User Needs

| Rank | Need | Issues | Score | Category | Examples |
| --- | --- | --- | --- | --- | --- |
| 1 | Security and Trust Framework for Multi-Agent Systems | 27 | 3.1 | Security | [#7475](https://github.com/microsoft/autogen/issues/7475), [#7473](https://github.com/microsoft/autogen/issues/7473), [#7457](https://github.com/microsoft/autogen/issues/7457) |

## Rising Needs

| Need | Rising Score | This Week | Category |
| --- | --- | --- | --- |
| Security and Trust Framework for Multi-Agent Systems | 1.3x | 27 | Security |

## Category Breakdown

- **Security**: 1 clusters

## All Need Clusters

### 1. Security and Trust Framework for Multi-Agent Systems

Users are requesting comprehensive security features to protect multi-agent systems from various threats including prompt injection attacks, credential leakage, agent spoofing, and malicious MCP servers. These include OS-level sandboxing, cryptographic authentication, identity verification, trust verification for delegation chains, and standardized guardrail protocols for policy enforcement and audit logging.

- **Volume:** 27 issues (26 open, 1 closed)
- **Demand Score:** 3.1
- **Avg Reactions:** 0 | **Avg Comments:** 3.9
- **Example issues:** [#7475](https://github.com/microsoft/autogen/issues/7475), [#7473](https://github.com/microsoft/autogen/issues/7473), [#7457](https://github.com/microsoft/autogen/issues/7457), [#7440](https://github.com/microsoft/autogen/issues/7440), [#7407](https://github.com/microsoft/autogen/issues/7407)

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*This report analyzes public GitHub issues only. It represents a signal from public issue discussions, not the full user base.*

*Generated by [ReadYourUsers](https://github.com/study8677/ReadYourUsers)*