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AI Development
Building practical AI applications, AI agents, automation workflows, and intelligent systems that solve real business problems. Sharing lessons, experiments, successes, and failures from working with modern AI technologies.
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Showing 10 of 11 articles
AI Development · 10 min read
1 weeks ago
Screen Job Applications Faster With AI Shortlisting
A single open role can draw hundreds of applications. This guide shows how AI resume screening ranks candidates on job-relevant criteria, with the fairness safeguards and human oversight that responsible hiring demands, so your team spends its time on the strongest few.
ai resume screeningai hiringcandidate screening+5 more
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AI Development · 9 min read
2 weeks ago
Predict Customer Churn and Win Them Back With AI
Most customers leave quietly, without a complaint. This guide shows how AI predicts customer churn from the small signals that come before someone cancels, then drafts a personal win-back message, so your team can act while there is still time.
customer churnchurn predictioncustomer retention+5 more
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AI Development · 12 min read
3 weeks ago
Automate Your Product Photography With AI Editing
Good product photography sells, but shooting and editing it eats time and money. This guide shows how AI turns one raw photo into clean, on-brand product photos for every channel, and how to build the pipeline so your whole catalog updates itself.
product photographyai image editingecommerce+5 more
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AI Development · 10 min read
1 months ago
Qualify and Follow Up on Sales Leads With AI
Most sales leads go cold because the reply comes too late. This guide shows how AI lead qualification scores each lead the moment it arrives, drafts a personalized follow up for your team to review, and makes sure the best leads get answered first.
crmllmai lead qualification+5 more
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AI Development · 10 min read
1 months ago
How Simple Demand Forecasting Cuts Food Waste and Costs
Every night, cafes and grocers throw away food they made too much of, while also running out of best sellers. This guide shows how simple demand forecasting uses your own sales history to stock closer to real demand, with step by step code.
demand forecastingreduce food wasterestaurant analytics+5 more
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AI Development · 9 min read
1 months ago
An AI voice agent that answers your calls so you never miss a customer
Every missed call can be a lost customer, and voicemail rarely gets returned. This guide explains how an AI voice agent answers every call, books appointments, and hands urgent calls to a human, plus how your developers can build one step by step.
customer servicespeech to textconversational ai+5 more
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AI Development · 10 min read
1 months ago
How I Built an AI Document Assistant for a Client
A client's property team spent hours every day hunting through leases and policies to answer simple questions. Here is the real story, with full code, of how I built an AI document assistant that answers from their own files in seconds, with sources.
private aiai document assistantllm for business+5 more
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AI Development · 7 min read
1 months ago
How I Shipped Production-Ready AI Agents for a Client
A client's support agent worked perfectly in the demo, then refunded three customers twice in its first week. Here is how I turned that flaky prototype into production-ready AI agents using idempotency, validation, guardrails, and full observability.
production engineeringai agentsagentic workflows+5 more
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AI Development · 9 min read
4 months ago
Why Most AI Automation Pipelines Break in Production - The AI Workflows with n8n and OpenAI Architecture That Actually Works
Many AI automations work in demos but collapse in real systems. This article explains why most pipelines fail and how AI workflows with n8n and OpenAI create a reliable automation architecture.
openai architectureai automation pipelinesai orchestration+5 more
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AI Development · 9 min read
4 months ago
AI Agents vs AI Workflows Architecture Step by Step Guide
Many AI products fail not because of poor models, but because of poor architecture decisions. This guide explains the real difference between AI agents vs AI workflows, and how to design scalable AI systems that work reliably in production.
ai orchestrationai architectureai agents+5 more
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