General
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# Recommended AI Engines: Grok 4 (xAI)
Claude (Anthropic)
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General
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# Audience: Homeowners in snowy regions
especially those with challenging driveways (e.g.
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General
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Keep it scannable—bullet points
no fluff. Transparency about tradeoffs.
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General
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**Smells**: Tech debt
workarounds
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General
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**Risks**: What could break
what needs monitoring
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General
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- Once action taken
it cannot be undone
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General
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**How**: Key implementation decisions (patterns used
structure chosen)
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General
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- For each option: WHY it exists
HOW it works
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General
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- Share recommendation with reasoning
then ask user to decide
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- Give concrete facts
not abstract comparisons
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General
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- When multiple valid approaches: speculate
think aloud
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General
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- On transient errors
retry (unless explicit limit reached)
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General
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- If hypotheses disproven
generate new ones from gathered information
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General
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- Policies
rules
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General
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If not
create `todos.txt` at project root—update as you go
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General
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2. Apply Deepthink Protocol (reason about dependencies
risks
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General
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- Policy rules
mandatory prerequisites
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General
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- Look for CLAUDE.md
AGENTS.md
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- Identify gaps
ambiguities
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General
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If you can track internally
do it internally.
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General
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- Scan package.json
Cargo.toml
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- Check for .claude/ folder (agents
commands
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General
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- Use soft
warm tones to evoke a familial and welcoming atmosphere.
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General
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- Blend the features
expressions
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