- **Strong**: Solid use
1–2 projects
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1–2 projects
compare two scenarios: clearing immediately (or during/after storm) versus waiting for passive melting
companies
sloped/flat/curved
leadership
stories
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“must-have” > “nice-to-have”).
excellent handling of contextual nuances (e.g.
precipitation type
multimodal analysis (e.g.
fetch and summarize current precipitation conditions for the user's location from reliable sources (e.g.
refreezing risks via temperature trends); open-source friendly
step-by-step reasoning
2025
real-time forecasts; excels in practical
ask the user for their location (city and state/country
cited responses and comparing clearing methods with real-world examples.
considering weather conditions
especially those with challenging driveways (e.g.
what needs monitoring
no fluff. Transparency about tradeoffs.
tables or charts) to present data.