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  • Categories
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  • Revenue
  • Beyond the launch
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  • Content Desk
  • Editorial QA
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17,045 products · 82,562 snapshots
FireWatch AI

FireWatch AI

Quiet signal

Open-source wildfire history and spread exploration

Launched 1mo ago
Signal
20
Velocity
0

What this means

+300%Launching in a 300% WoW growing category.
Climate Tech had 4 launches this week vs 1 last.
15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
9%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.

About

Explore historical wildfire progression, inspect environmental data, and experiment with spread scenarios in an open-source research prototype. Built with React, Leaflet, TypeScript and Python. MIT-licensed code, documented data gaps and scoped contributor tasks. Research use only; not validated for emergency decisions.

AI Summary

FireWatch AI is an open-source research prototype that allows users to explore historical wildfire progression and environmental data while experimenting with spread scenarios. The project is built with React, Leaflet, TypeScript, and Python, and is MIT-licensed, though it is intended for research purposes only and not validated for emergency decision-making.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking5 readings since we picked it up
  • AI analysisOther
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Tigran Makichyan
Tigran Makichyan
@tigran_makichyan
rep 14
Ruben Sargsyan
@ruben_sar · hunter

Topics

GitHubClimate TechOpen Source