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One AI agent, four stores, four different refund policies — the customer found all of them

One AI agent, four stores, four different refund policies — the customer found all of them

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6 min read
Failed User Reminder Retries Using Node.js Message Queues (Choosing the Recovery Boundary)

Failed User Reminder Retries Using Node.js Message Queues (Choosing the Recovery Boundary)

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8 min read
2026 Node.js Summarize Text API Chat Completions Example for Support Answers

2026 Node.js Summarize Text API Chat Completions Example for Support Answers

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4 min read
Customer-Support Knowledge Base Retrieval Architecture: Bounded Crawls, Traceable Answers

Customer-Support Knowledge Base Retrieval Architecture: Bounded Crawls, Traceable Answers

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5 min read
Node.js Semantic Search for Product Support — Stable Chat Contracts for Messy Catalogs

Node.js Semantic Search for Product Support — Stable Chat Contracts for Messy Catalogs

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7 min read
Node.js Model Text Summarization API Cost Comparison: Tenant Routing

Node.js Model Text Summarization API Cost Comparison: Tenant Routing

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6 min read
Your AI agent will lie to your customers. Here's how to catch it.

Your AI agent will lie to your customers. Here's how to catch it.

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5 min read
Node.js Batch Document Summarization for CRM Actions in 5–30 Minutes (and Why I Chose One)

Node.js Batch Document Summarization for CRM Actions in 5–30 Minutes (and Why I Chose One)

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6 min read
Object Storage Service for Receipt Evidence: Pre-Signed URLs and Secure Intake Throughput

Object Storage Service for Receipt Evidence: Pre-Signed URLs and Secure Intake Throughput

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8 min read
From Spreadsheet FAQ to Rule Tables: A Migration Path That Doesn't Break Replies

From Spreadsheet FAQ to Rule Tables: A Migration Path That Doesn't Break Replies

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3 min read
Handling Dialects and Regional Phrases in Chinese E-Commerce Support

Handling Dialects and Regional Phrases in Chinese E-Commerce Support

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3 min read
Node.js Chat Completions API: Summarize Text for Moderation Review Queues

Node.js Chat Completions API: Summarize Text for Moderation Review Queues

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4 min read
Customer Support Evidence: Summarize Large Documents with an LLM API, Batch and Streaming

Customer Support Evidence: Summarize Large Documents with an LLM API, Batch and Streaming

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6 min read
Replayable Customer Support Speech-to-Text API Intake for MP3/WAV CRM Actions

Replayable Customer Support Speech-to-Text API Intake for MP3/WAV CRM Actions

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8 min read
Your AI said 'one moment please' — and the customer heard nothing for 9 minutes

Your AI said 'one moment please' — and the customer heard nothing for 9 minutes

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7 min read
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