Framework bug reports
Agent framework quality study
Where Agent Frameworks Fall Short: Examining Functional Challenges and Usability Concerns
- Source version
- v4 · 2026-08-06
- Reported scope
- 5,669 bug reports · 809 feature requests · 5 frameworks
- Observed
- 2026-10-21
- Verification
- Paper metadata only; no executable fixture verified.
What the source reports
The study covers AutoGen, CrewAI, LangChain, LangGraph and MetaGPT, emphasizing interface and execution quality.
When to inspect it
Start here to investigate framework-level API and serialization boundaries. Use the original study for methods and sampling details.
What remains unverified
Counts describe the latest abstract’s study scope, not reproduced failures, unique customers or an installed base.
These are study-level records, not incident reproductions. No failure fixtures, performance results or commercial customers are represented by this project.
Original short editorial summary of the linked author abstract; no full abstract or dataset reproduced. Follow the paper’s author list for full attribution. Rights to underlying code, datasets and traces must be checked at their original sources.