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Insights On Workflows,
Automation, And Execution

Insights, updates, and practical thinking on building modern workflows, automating execution, and using AI to reduce operational friction.

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GPT-5.4 Nano and Mini: What OpenAI's Cheapest Models Mean for Developers
AI & automation

GPT-5.4 Nano and Mini: What OpenAI's Cheapest Models Mean for Developers

OpenAI released GPT-5.4 nano and mini, smaller, faster, and up to 98% cheaper than the flagship. We break down the specs, run real-world tests, and explain when to use which model in your projects.

Jordan Munk
Jordan Munk18 Mar 2026 · 8 min read
OpenAI Codex Security: AI-Powered Vulnerability Scanning That Found 11,000 Critical Bugs in Beta
Engineering

OpenAI Codex Security: AI-Powered Vulnerability Scanning That Found 11,000 Critical Bugs in Beta

OpenAI launched Codex Security, an AI tool that scans codebases for vulnerabilities and suggests fixes. We analyze what it means for development teams, how it compares to Snyk and SonarQube, and when to use it.

Sidney
Sidney12 Mar 2026 · 7 min read
JetBrains Air: The Agentic IDE That Orchestrates Multiple AI Models at Once
Engineering

JetBrains Air: The Agentic IDE That Orchestrates Multiple AI Models at Once

JetBrains launched Air, a new agentic development environment that runs Codex, Claude, Gemini, and Junie concurrently. We analyze what it does differently, how it compares to Cursor and Copilot, and whether it delivers.

Jordan Munk
Jordan Munk11 Mar 2026 · 8 min read
Anthropic's Code Review Tool: Why AI-Generated Code Needs AI Review
AI & automation

Anthropic's Code Review Tool: Why AI-Generated Code Needs AI Review

Anthropic launched a dedicated code review tool to handle the flood of AI-generated pull requests. We analyze what it does, why it matters, and how it fits into modern development workflows.

Sidney
Sidney10 Mar 2026 · 7 min read
GitHub Agentic Workflows: AI Agents That Review Your Pull Requests, Fix CI, and Triage Issues
AI & automation

GitHub Agentic Workflows: AI Agents That Review Your Pull Requests, Fix CI, and Triage Issues

GitHub's new Agentic Workflows let AI agents automatically review PRs, investigate CI failures, and triage issues. We break down how it works, the security architecture, and what this means for development teams.

Jordan Munk
Jordan Munk22 Feb 2026 · 8 min read
TypeScript Overtakes Python as the Most-Used Language  on GitHub: Here's Why It Matters
Engineering

TypeScript Overtakes Python as the Most-Used Language on GitHub: Here's Why It Matters

For the first time ever, TypeScript surpassed Python and JavaScript to become GitHub's #1 language. We analyze the data behind this historic shift, how AI drove it, and what it means for businesses choosing their tech stack.

Sidney
Sidney20 Feb 2026 · 8 min read
The AI Coding Paradox: Why Developers Are 19% Slower With AI (And Think They're Faster)
AI & automation

The AI Coding Paradox: Why Developers Are 19% Slower With AI (And Think They're Faster)

A landmark METR study found experienced developers are 19% slower with AI tools, while believing they're 20% faster. We break down why, what it means for your team, and how to actually benefit from AI-assisted development.

Jordan Munk
Jordan Munk18 Feb 2026 · 9 min read
OpenClaw: The Open-Source AI Assistant That Took Over GitHub in Weeks
AI & automation

OpenClaw: The Open-Source AI Assistant That Took Over GitHub in Weeks

170K+ GitHub stars in under 2 months. We break down OpenClaw's AI agent capabilities, the security risks nobody talks about, and what it means for businesses considering AI assistants in 2026.

Sidney
Sidney13 Feb 2026 · 8 min read
Introducing Refront: AI-Powered Workflow Automation from Ticket to Invoice
Product updates

Introducing Refront: AI-Powered Workflow Automation from Ticket to Invoice

We built Refront, a platform that automates the entire workflow from client conversation to payment. Tickets, time tracking, invoicing, and AI that actually resolves tasks.

Sidney
Sidney5 Feb 2026 · 9 min read
Why We Started MG Software
Product updates

Why We Started MG Software

From developers who saw businesses struggle with bad software to a development agency that builds what you actually need. Our story.

Jordan Munk
Jordan Munk3 Feb 2026 · 5 min read
How We Build System Integrations for Our Clients
Engineering

How We Build System Integrations for Our Clients

A behind-the-scenes look at how MG Software connects business systems like Slack, Azure DevOps, and CRMs into seamless workflows for our clients.

Jordan
Jordan22 Jan 2026 · 8 min read
How AI Accelerates Custom Software Development
AI & automation

How AI Accelerates Custom Software Development

How MG Software uses AI tools to deliver projects faster and at higher quality, and what this means for businesses investing in custom software.

Sidney
Sidney12 Jan 2026 · 7 min read
5 Signs Your Business Needs Custom Software
Product updates

5 Signs Your Business Needs Custom Software

Are you outgrowing Excel, Zapier, or off-the-shelf tools? Here are five signs it is time to invest in custom software.

Jordan
Jordan5 Jan 2026 · 6 min read
Year in Review: Lessons from Our Projects
Product updates

Year in Review: Lessons from Our Projects

A candid reflection on what we learned building custom software in 2025, from project management insights to technology choices that paid off.

Jordan
Jordan23 Dec 2025 · 7 min read
Sustainability in Software: Green Coding
Engineering

Sustainability in Software: Green Coding

How sustainable software practices reduce energy consumption and costs, and why green coding is becoming a business priority.

Jordan
Jordan15 Dec 2025 · 6 min read
Software Trends: What 2026 Will Bring
Engineering

Software Trends: What 2026 Will Bring

Our predictions for the software industry in 2026, from AI-native development to edge computing and the evolving role of custom software agencies.

Sidney
Sidney4 Dec 2025 · 8 min read
Open Source vs Proprietary: Making the Right Choice
Engineering

Open Source vs Proprietary: Making the Right Choice

A practical guide to choosing between open source and proprietary software for your business, covering cost, flexibility, security, and long-term viability.

Jordan
Jordan27 Nov 2025 · 7 min read
Client Portals: Giving Your Clients Self-Service
Product updates

Client Portals: Giving Your Clients Self-Service

How custom client portals reduce support volume, improve client satisfaction, and free your team to focus on high-value work.

Sidney
Sidney17 Nov 2025 · 7 min read
Automation: Which Processes to Tackle First
Workflows

Automation: Which Processes to Tackle First

Not every process should be automated at once. Learn a practical framework for prioritizing automation efforts to get the fastest return on investment.

Jordan
Jordan5 Nov 2025 · 7 min read
The Cost of Not Digitizing Your Business
Workflows

The Cost of Not Digitizing Your Business

Manual processes cost more than you think. Explore the hidden expenses of not digitizing and how custom software pays for itself.

Sidney
Sidney27 Oct 2025 · 6 min read
SEO for Web Applications: Technical Optimization
Engineering

SEO for Web Applications: Technical Optimization

Learn the technical SEO strategies that make web applications discoverable, from server-side rendering to structured data and Core Web Vitals.

Jordan
Jordan16 Oct 2025 · 8 min read
Progressive Web Apps: The Best of Web and Mobile
Engineering

Progressive Web Apps: The Best of Web and Mobile

Discover how Progressive Web Apps combine the reach of the web with the performance of native mobile apps, and why they are a smart choice for businesses.

Sidney
Sidney6 Oct 2025 · 7 min read
From Legacy to Modern: Modernizing Your Software
Engineering

From Legacy to Modern: Modernizing Your Software

Is your business running on outdated software that slows you down? Discover how to modernize legacy systems step by step without stopping operations.

Jordan
Jordan26 Sept 2025 · 8 min read
Chatbots: Hype or Real Value
AI & automation

Chatbots: Hype or Real Value

Chatbots are everywhere, but do they actually deliver value? We analyze when a chatbot makes sense, when it does not, and how to get it right.

Sidney
Sidney16 Sept 2025 · 7 min read
Leveraging AI for Your Business Processes
AI & automation

Leveraging AI for Your Business Processes

Artificial intelligence is not just for tech companies. Discover how AI can optimize your business processes and where the real opportunities lie.

Jordan
Jordan4 Sept 2025 · 8 min read
DevOps for Businesses: What You Need to Know
Workflows

DevOps for Businesses: What You Need to Know

DevOps sounds technical, but it impacts your entire business. Discover what DevOps is, why it matters, and how it makes your software more reliable.

Sidney
Sidney26 Aug 2025 · 7 min read
Headless CMS vs Traditional: Which Fits You
Product updates

Headless CMS vs Traditional: Which Fits You

WordPress or a headless CMS? Discover the pros and cons of both approaches and which one best fits your website or application.

Jordan
Jordan15 Aug 2025 · 7 min read
Choosing the Right Database for Your Project
Engineering

Choosing the Right Database for Your Project

SQL or NoSQL? PostgreSQL or MongoDB? We help you understand which database best fits your specific project and business needs.

Sidney
Sidney5 Aug 2025 · 7 min read
Version Control Explained: How Developers Collaborate
Engineering

Version Control Explained: How Developers Collaborate

What is version control and why is it crucial for software projects? We explain Git and branching strategies in plain language.

Jordan
Jordan25 Jul 2025 · 6 min read
Why Testing Is Essential for Your Software
Engineering

Why Testing Is Essential for Your Software

Software testing saves you money, time, and reputation damage. Discover which testing methods exist and why they are indispensable for every project.

Sidney
Sidney15 Jul 2025 · 6 min read
Web Accessibility: Legally Required and Smart Business
Engineering

Web Accessibility: Legally Required and Smart Business

From 2025, digital accessibility is legally required in the EU. Learn what this means for your website and why it makes business sense too.

Jordan
Jordan3 Jul 2025 · 7 min read
Microservices Explained: When and Why
Engineering

Microservices Explained: When and Why

Microservices are not always the right choice. Learn what microservices actually are, when they make sense, and when a simpler architecture is the better option for your business.

Jordan
Jordan25 Jun 2025 · 7 min read
Data-Driven Decisions for Non-Technical Leaders
Workflows

Data-Driven Decisions for Non-Technical Leaders

You do not need to be a data scientist to make data-driven decisions. Learn how custom dashboards and reporting tools can give business leaders the insights they need.

Sidney
Sidney15 Jun 2025 · 6 min read
Custom E-Commerce: When Shopify Is No Longer Enough
Product updates

Custom E-Commerce: When Shopify Is No Longer Enough

When off-the-shelf platforms like Shopify start limiting your growth, it is time to consider custom e-commerce. Learn the signs and what a tailored solution looks like.

Jordan
Jordan5 Jun 2025 · 7 min read
Performance Optimization as a Competitive Advantage
Engineering

Performance Optimization as a Competitive Advantage

Fast software wins customers. Learn how performance optimization directly impacts user satisfaction, conversion rates, and your competitive position in the market.

Sidney
Sidney26 May 2025 · 6 min read
When Is It Time to Scale Your Application
Engineering

When Is It Time to Scale Your Application

How to recognize the signs that your application needs to scale, and the practical steps to take before performance becomes a customer-facing problem.

Jordan
Jordan16 May 2025 · 7 min read
Technical Debt: The Hidden Cost in Your Software
Engineering

Technical Debt: The Hidden Cost in Your Software

Technical debt silently slows down your development and increases costs. Learn how to identify it, measure its impact, and create a realistic plan to pay it down.

Sidney
Sidney6 May 2025 · 7 min read
Why Responsive Design Is No Longer a Luxury
Product updates

Why Responsive Design Is No Longer a Luxury

Responsive design has become a business requirement. Learn why mobile-first design matters for user retention, SEO, and revenue, and what to look for in your current applications.

Jordan
Jordan24 Apr 2025 · 6 min read
Securing Your Business Software: The Essentials
Engineering

Securing Your Business Software: The Essentials

The essential security practices every business application needs, from authentication and encryption to regular audits and secure development workflows.

Sidney
Sidney14 Apr 2025 · 8 min read
Migrating Your Business to the Cloud
Engineering

Migrating Your Business to the Cloud

A practical guide to moving your business applications and data to the cloud, covering strategy, common pitfalls, and how to plan a migration that minimizes risk.

Jordan
Jordan4 Apr 2025 · 7 min read
What Your Business Gains from Agile Development
Workflows

What Your Business Gains from Agile Development

Agile sounds like a development thing, but it has direct consequences for your project, budget, and results. Here is what you will notice.

Jordan
Jordan27 Mar 2025 · 6 min read
Mobile App vs Web App: Which Fits Your Business
Product updates

Mobile App vs Web App: Which Fits Your Business

An honest comparison between native mobile apps and web apps so you can make the right choice for your business.

Sidney
Sidney17 Mar 2025 · 7 min read
API-First Development Explained
Engineering

API-First Development Explained

What is API-first development and why does it matter for businesses that want to build future-proof software?

Jordan
Jordan7 Mar 2025 · 7 min read
From Spreadsheet to Software: A Step-by-Step Guide
Workflows

From Spreadsheet to Software: A Step-by-Step Guide

Sound familiar: your business runs on Excel files? Learn how to make the switch to custom software without disrupting your workflows.

Sidney
Sidney25 Feb 2025 · 8 min read
MVP: Why Starting Small Is the Smartest Strategy
Workflows

MVP: Why Starting Small Is the Smartest Strategy

Learn why a Minimum Viable Product is the smartest approach for your software project and how it reduces risk and costs.

Jordan
Jordan15 Feb 2025 · 7 min read
Why UX Design Matters for Business Software
Product updates

Why UX Design Matters for Business Software

Why UX design is the difference between software that collects dust and software your team actually enjoys using every day.

Sidney
Sidney5 Feb 2025 · 6 min read
How to Choose the Right Development Partner
Workflows

How to Choose the Right Development Partner

Practical tips for finding the right software development partner for your project, from portfolio checks to communication style.

Jordan
Jordan28 Jan 2025 · 7 min read
7 Web Trends Every Business Should Know
Engineering

7 Web Trends Every Business Should Know

From performance-first design to AI integrations: the seven web trends your business cannot afford to miss in 2025.

Sidney
Sidney18 Jan 2025 · 8 min read
Why Invest in Custom Software in 2025
Product updates

Why Invest in Custom Software in 2025

Discover why more businesses are choosing custom software in 2025 and how it delivers a strategic advantage over off-the-shelf solutions.

Jordan
Jordan8 Jan 2025 · 7 min read
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