mapldx

18 ms·

1. 1.▲
   by mapldx 6mo ago

   Thanks for calling that out. Bulk could be the better fit as this scales.
2. 2.▲
   by mapldx 6mo ago

   That's extremely helpful framing. Appreciate you coming back with the detail.
3. 3.▲
   by mapldx 6mo ago

   Not all 23 get invoked in one pass. The system runs 4 different types of cycles, each with its own Gemini call, and within a cycle the model picks a subset of tools based on the context rather than fanning out to everything. Over the last w
4. 4.▲
   by mapldx 6mo ago

   Thanks, this is really helpful. That filtering/perimeter pipeline is exactly the kind of deterministic path I'm interested in learning from, especially for pushing more of the false-positive reduction upstream before the model get
5. 5.▲
   by mapldx 6mo ago

   Good call. The system does try to match to official reporting and update when it finds one, but the working names in the meantime could definitely cause confusion. Probably another case where that should be deterministic instead of model-ge
6. 6.▲
   by mapldx 6mo ago

   Not yet.
7. 7.▲
   by mapldx 6mo ago

   Honestly, not robustly enough yet. I've already been hitting timeouts on NWS gridpoint forecasts. Right now some weather failures don't stop the rest of the assessment loop. Successful fetches get persisted so the system builds hi
8. 8.▲
   by mapldx 6mo ago

   Thanks!
9. 9.▲
   by mapldx 6mo ago

   I did lean hard into the presentation, but what I'm actually trying to test here is the monitoring loop and whether it's useful.
10. 10.▲
    by mapldx 6mo ago

    Fair points, I leaned a little hard into the ops aesthetic. Grey text might not be doing anyone any favors. On the Evidence tab, I agree that it should be incident-specific to be useful on its own. Right now the model scopes what evidence g
11. 11.▲
    by mapldx 6mo ago

    Right, that's a clean way to frame the boundary. Appreciate it. On ICS integration, I haven't gotten there yet. The system outputs structured incident records, but I don't have real operational experience on that side. The li
12. 12.▲
    by mapldx 6mo ago

    Thanks, looks like a good model reference. Will give it a read.
13. 13.▲
    Show HN: Signet – Autonomous wildfire tracking from satellite and weather data(signet.watch)

    123 points by mapldx 6mo ago|31 comments