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Cloud, Data & AI Straight Talk

Real-world lessons from senior engineers working with AWS, Azure, GCP, and AI tools across hundreds of SMB projects. No fluff — just what actually works.

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Cloud

Why Small Businesses Are Overpaying for Cloud — and How to Fix It

The average SMB wastes 35% of their cloud spend on idle resources. Here's how to reclaim it with proven FinOps tactics.

Mar 1, 2026 8 min read
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Data Engineering

The Modern Data Stack for Businesses That Aren't Netflix

dbt, Airbyte, and a cloud warehouse aren't just for tech giants. Here's how we build affordable, reliable data pipelines for small teams.

Feb 15, 2026 7 min read
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AI & Automation

Agentic AI for SMBs: What It Is, What It Isn't, and Where to Start

Agentic AI is the next evolution beyond chatbots — autonomous systems that plan, execute, and adapt. Here's what's real and where SMBs should start.

Mar 20, 2026 8 min read
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AI & Automation

GenAI for Small Business: What's Proven, What's Hype

After a year of implementing AI for SMB clients, here's an honest breakdown of what delivers real ROI — and what's still not ready for production.

Mar 10, 2026 6 min read
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Security

Zero Trust Isn't Just for Enterprises: A Practical SMB Guide

Zero Trust architecture doesn't require a million-dollar budget. Here's a phased approach any small business can follow to dramatically reduce their cloud attack surface.

Jan 28, 2026 9 min read
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Cloud

AWS vs Azure vs GCP in 2026: The Unbiased SMB Comparison

We work across all three. Here's our honest, workload-specific comparison for small businesses — including where each platform wins and where to avoid it.

Feb 3, 2026 11 min read
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Data Engineering

From Excel Chaos to a Real Data Pipeline: A Case Study

A mid-size retailer was running their entire analytics in a shared Excel workbook. We replaced it in six weeks. Here's exactly what we built, and why.

Jan 10, 2026 5 min read
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