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and hard lessons.

Writing on AI engineering, software craft, and building technology companies in emerging markets. No fluff.

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RAG
Engineering
Jan 20, 2025 · 7 min
Building RAG Pipelines That Actually Work in Production

Retrieval-Augmented Generation looks simple in demos. In production, it breaks in a dozen ways. Here's how we harden our pipelines.

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Chat
AI
Jan 12, 2025 · 6 min
Why Most Chatbots Fail (And How to Build One That Doesn't)

The graveyard of failed chatbot projects is enormous. After shipping 20+ conversational AI products, here's our diagnostic.

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Data
Business
Dec 30, 2024 · 5 min
The True Cost of Manual Workflows: A Data-Driven Analysis

We analyzed 14 client workflows before and after automation. The average team was losing 22 hours per week to tasks a $50/month tool could handle.

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LG
Engineering
Dec 18, 2024 · 8 min
LangGraph vs LangChain: Choosing the Right Framework for Your AI Agent

Both frameworks have a place. The mistake is choosing based on hype rather than the specific control-flow requirements of your use case.

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Case
Case Study
Nov 25, 2024 · 10 min
How We Shipped a Healthcare AI Platform in 8 Weeks

A behind-the-scenes look at shipping MediSync — from discovery sprint to 50-clinic rollout — without cutting corners on compliance.

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