# AutoGPT — User Demand Report

**Week:** 2026-W15
**Generated:** 2026-04-06
**Issues analyzed:** 11 (9 included)
**Need clusters:** 1

## Top 10 User Needs

| Rank | Need | Issues | Score | Category | Examples |
| --- | --- | --- | --- | --- | --- |
| 1 | Improve Agent Reliability and Error Handling | 9 | 1.9 | Reliability | [#12684](https://github.com/Significant-Gravitas/AutoGPT/issues/12684), [#12683](https://github.com/Significant-Gravitas/AutoGPT/issues/12683), [#12680](https://github.com/Significant-Gravitas/AutoGPT/issues/12680) |

## Rising Needs

| Need | Rising Score | This Week | Category |
| --- | --- | --- | --- |
| Improve Agent Reliability and Error Handling | 4.5x | 9 | Reliability |

## Category Breakdown

- **Reliability**: 1 clusters

## All Need Clusters

### 1. Improve Agent Reliability and Error Handling

Users want the AutoGPT platform to be more reliable and robust through better error handling and graceful degradation when external services fail or unexpected inputs occur. This includes fixing bugs in block execution, JSON parsing, and UI rendering, as well as adding verification layers and cost estimation to make agents more production-ready.

- **Volume:** 9 issues (6 open, 3 closed)
- **Demand Score:** 1.9
- **Avg Reactions:** 0 | **Avg Comments:** 0.2
- **Example issues:** [#12684](https://github.com/Significant-Gravitas/AutoGPT/issues/12684), [#12683](https://github.com/Significant-Gravitas/AutoGPT/issues/12683), [#12680](https://github.com/Significant-Gravitas/AutoGPT/issues/12680), [#12678](https://github.com/Significant-Gravitas/AutoGPT/issues/12678), [#12675](https://github.com/Significant-Gravitas/AutoGPT/issues/12675)

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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)*