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Expert insights, best practices, and guidance for modern technology

From Pull Request Diff to AI-Assisted Code Review

A closer look at Code Review Agent, an open foundation agent project for reviewing code and CI/CD changes across GitHub, GitLab, Jenkins, and local development workflows.

AI & Automation May 27, 2026 • 13 min read

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Practical guidance from our team of technology experts

AI & Automation

May 20, 2026 • 10 min read

From Terraform Diff to Infrastructure Risk Review

A closer look at Terraform Review Agent, an open GitHub Actions workflow that combines Terraform scanners, Infracost, LangGraph, and LLM-generated explanations into one pull request review comment.

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AI & Automation

May 12, 2026 • 7 min read

Inside Our New LangGraph-Based Repository Auditor

We built an open LangGraph-based agent workflow that reviews GitHub repositories for CI/CD drift, security hygiene, engineering standards gaps, and practical improvement opportunities. Here's why we built it and what it shows about agentic automation for businesses.

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Marketing

March 23, 2026 • 14 min read

SEO Is Not Enough: How Small Businesses Get Customers in 2026

You built a website and did SEO. The leads never came. Here's what actually works for small businesses in 2026 — and why visibility beats optimization every time.

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Makers

March 13, 2026 • 18 min read

Etsy Fees Are Eating Your Profit: Why Every Maker Needs Their Own Website

Etsy takes 10-25% of every sale you make. You don't own your customer list, your SEO benefits someone else's domain, and one algorithm change can tank your shop overnight. Here's the math on why your own site pays for itself — and how to set one up without being a developer.

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Strategy

March 13, 2026 • 21 min read

Your IT Guy Is Costing You More Than You Think: Why Small Businesses Need a Tech Director, Not Just Tech Support

Small businesses waste 25-30% of their tech budget on unused software, redundant tools, and MSP contracts that prioritize billing over outcomes. You don't need more tech support — you need someone who actually understands your business making the technology decisions. Here's why a fractional tech director pays for itself.

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Software Engineering

March 12, 2026 • 14 min read

Stop Paying to Access Your Own Code: A Local Dev Guide for Vibe Coders

Platforms like Rork and Replit make building apps easy — but they also make leaving expensive. Here's how to set up local development on your own machine, keep full ownership of your code, and never get locked into a walled garden again.

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Security

March 9, 2026 • 8 min read

The 5 Biggest Cybersecurity Threats Facing Small Businesses in 2026

Phishing, weak credentials, unpatched software, ransomware, and social engineering are putting small businesses at serious risk. Here's what each threat looks like — and what protection actually involves.

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Strategy

March 9, 2026 • 7 min read

How to Know If Your Small Business Tech Stack Is Holding You Back

Slow workflows, duplicate tools, and manual workarounds are symptoms of a tech stack that's grown without a plan. Here's how to spot the warning signs — and what to do about them.

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AI & Automation

March 19, 2025 • 10 min read

The Infrastructure Every AI Startup Needs

GPU hosting, API design, autoscaling, and monitoring — the core infrastructure decisions that determine whether your AI startup scales or stalls. A practical guide for founders and technical leads.

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AI & Automation

March 12, 2025 • 10 min read

From Replit to Production: A Deployment Guide

Replit is great for building apps fast — but production requires real infrastructure. This guide covers how to take your Replit app to production with proper hosting, databases, CI/CD, and security.

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AI & Automation

March 5, 2025 • 7 min read

How to Deploy an AI App to Production: A Practical Guide

You built an app with Cursor, Replit, or Lovable — now what? This guide covers hosting, security, CI/CD, and monitoring so you can deploy your AI app to production with confidence.

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Strategy

February 5, 2025 • 4 min read

Digital Transformation Starts with Technical Debt: A Pragmatic Approach

Most digital transformation initiatives stall because they ignore the foundation. Here's a pragmatic framework for tackling technical debt first — using the strangler fig pattern, a prioritization matrix, and quick wins that build organizational momentum.

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AI & Automation

February 1, 2025 • 4 min read

Agentic AI in Practice: Automating Business Workflows Beyond Chatbots

Chatbots answer questions. Agentic AI completes tasks. Here's how organizations are using autonomous AI agents to handle real business workflows — and the guardrails that make it work safely.

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Security

January 29, 2025 • 4 min read

Shift Left Without Slowing Down: A Practical Guide to DevSecOps

Security doesn't have to be a bottleneck. This guide covers the four layers of a practical DevSecOps pipeline, recommended tools for each stage, and metrics that prove your program is working.

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Web Engineering

January 22, 2025 • 4 min read

Headless CMS and Modern E-Commerce: Choosing the Right Architecture

Monolithic, headless, or composable? The architecture you choose for your content and commerce stack determines your speed, flexibility, and long-term costs. Here's how to evaluate your options.

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Software Engineering

January 15, 2025 • 3 min read

From Manual Deploys to Automated Pipelines: A DevOps Maturity Roadmap

Most teams know they need better CI/CD, but few have a clear path to get there. This four-stage maturity model helps you identify where you are today and what to tackle next — from manual deployments to full GitOps.

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