Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Feedback about Dify’s “weak automation capabilities” is a real problem that cannot be ignored.

Feedback about Dify’s “weak automation capabilities” is a real problem that cannot be ignored. In comparisons by the user community, a recurring theme is Dify's shortcomings in...

July 28, 2025 · 1 min read

Feedback about Dify’s “weak automation capabilities” is a real problem that cannot be ignored.

In comparisons by the user community, a recurring theme is Dify's shortcomings in handling cron jobs and backend batch processing, and users often need to combine it with tools such as n8n to make up for this shortcoming.

This is a critical limitation for any application that is not purely user triggered.

Coze, with its more general concepts of workflows and triggers, may be better suited for these automated, backend-centric tasks, although this has yet to be clearly proven.

This is an important conclusion to draw from the user experience data, and it greatly affects Dify's suitability for a certain class of applications.

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Feedback about Dify’s “weak automation capabilities” is a real problem that cannot be...THESISFeedback about Dify’s“weak automationcapabilities” is areal problem thatSIGNALFeedback about Dify’s“weak automationcapabilities” is areal problem thatOPERATORThis is a criticallimitation for anyapplication that isnot purely userIMPLICATIONThis is an importantconclusion to drawfrom the userexperience data, and
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