Frank Müller

Compared a few options

Evaluated this against two competitors. Where it wins: universal graph data ingestion and handles multiple graph formats in one tool. Where it lags: requires familiarity with graph data concepts. On balance the feature set — especially automated graph reconstruction — justifies the 5 stars for our use case.

Years in this space

I've evaluated a lot of these over the years. What stands out here is the automation — handled better than most — and the value for money is strong. Worth the time if this is your use case.

Use it every day

Honestly didn't expect to like it this much. Goal-based task execution is exactly what I needed, and handles multi-step tasks autonomously. I do wish limited transparency into agent decisions, but I reach for it almost every day now and it just clicks.

Does the job

Pretty happy overall. Team collaboration with human-in-the-loop oversight just works and handles multi-step coding tasks autonomously. but no dealbreakers — I'd recommend it to a friend without hesitating.

Use it every day

Honestly didn't expect to like it this much. Multi-channel deployment is exactly what I needed, and scales without proportional headcount growth. I do wish requires setup and training time, but I reach for it almost every day now and it just clicks.