Fahimeh Dehghani

This feels practical. Easy to use, no unnecessary complexity, and the output looks good enough for a real launch. Would be nice to see more layout flexibility over time, but overall a useful tool.

Shadow has a nice, straightforward feel to it and gets you productive quickly without much friction. It does a good job covering the core needs and fits naturally into daily workflows. That said, some areas still feel a bit early and could benefit from more depth and flexibility. Promising product overall, especially if it keeps evolving in that direction!

AdeptDev feels like a strong attempt to automate away the usual human messiness in software workflows. The upside is clear: faster iteration and fewer manual bottlenecks. The downside is whether the system can stay reliable when specs shift or edge cases pile up. If it handles that well, it could be a meaningful step forward for teams trying to scale without adding more engineering overhead.

Impressive execution. Series Graph makes trend comparison far more intuitive, and the clean UI lowers the barrier for quick data exploration. I’d like to see stronger collaboration features and more customization for advanced users, but the core experience is already solid and genuinely useful.

Super interesting launch. As someone working across market research and data analysis, the idea of an AI-native data IDE that actually understands the warehouse schema and business context is very appealing. Big plus if it truly reduces the constant context switching between IDE, BI tools, and docs while still keeping strong data quality guardrails in place. I’m curious how it performs on...

Also worth noting — this kind of approach could make a big difference in how early users feel the product’s value. The faster they get that “aha” moment, the faster real traction builds.