Product
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July 2026
I Put a Graph Engineering Layer on AutoMaintainer — With GLM-5.2 as the Architect
AutoMaintainer ships PRs autonomously. But when a PR needs a human decision, the fleet used to stall for hours. So I built a graph engineering layer on top — mago for HITL, a deterministic merger, live dashboards — and the whole thing was crafted with GLM-5.2 as the architect. It works. Honestly.
#automaintainer
#glm-5.2
#ai-agents
#graph-engineering
#devtools
#human-in-the-loop
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