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Auto Respond

AI answering service for home-service businesses. We reply to your Yelp, Thumbtack, Facebook, Instagram and Google LSA leads in under 2 seconds, 24/7. Founder-run.

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Two clocks in lead response automation: transport latency and safe send timing
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Two clocks in lead response automation: transport latency and safe send timing

#typescript #architecture #observability #testing
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5 min read
Designing an append-only human takeover audit log for AI voice workflows
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Designing an append-only human takeover audit log for AI voice workflows

#typescript #architecture #database #ai
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5 min read
Idempotent lead ingestion: deduplicating webhook retries without losing follow-ups
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Idempotent lead ingestion: deduplicating webhook retries without losing follow-ups

#typescript #architecture #testing #webdev
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6 min read
Table-driven tests for AI quote guardrails
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Table-driven tests for AI quote guardrails

#webdev #typescript #testing #ai
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4 min read
Designing a Stop-on-Reply State Machine for Queued Follow-Ups
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Designing a Stop-on-Reply State Machine for Queued Follow-Ups

#typescript #architecture #testing #webdev
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4 min read
How to Measure First-Response Latency for Marketplace Leads
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How to Measure First-Response Latency for Marketplace Leads

#performance #observability #automation #webdev
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5 min read
Speed-to-lead is an engineering problem: winning the job in under 2 seconds
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Speed-to-lead is an engineering problem: winning the job in under 2 seconds

#automation #ai #startup #saas
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3 min read
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