Insights, updates, and practical thinking on building modern workflows, automating execution, and using AI to reduce operational friction.
Old systems do not break loudly. They bleed slowly through outages, manual workarounds, and lost deals. Here are seven signals that your legacy software is costing more than replacement, and what to do about each one.
Most agencies look identical in the sales pitch. These 12 questions separate the agencies that ship working software from the ones that burn your budget. Use this checklist before signing any contract.
Off-the-shelf SaaS gets you running in days but limits your competitive edge. Custom software fits perfectly but takes time and budget. Here is the decision framework we use with every client.
Vercel was breached through a compromised AI tool. Claude Code had RCE vulnerabilities. AI agents can steal GitHub credentials via prompt injection. Here is what changed in 2026 and how to protect your team.
Vibe coding tools like Cursor, Bolt.new, and Lovable let anyone build software with AI. But 45% of AI-generated code has security flaws and founders burn thousands rebuilding what AI built wrong. Here is where the line is.
AI agents are no longer experimental. Here are five concrete business workflows that you can automate with AI agents today, with implementation details and expected results from our client projects.
Businesses want AI in their software but have no idea what it costs. We break down real API costs, development hours, and model choices from recent client projects at MG Software.
Google DeepMind released Gemma 4 on April 2, four open-source models under Apache 2.0 that range from Raspberry Pi to datacenter scale. The 2.3B model beats its 27B predecessor. Here is what matters for developers and businesses.
Microsoft launched three in-house AI models on April 2, built by teams of fewer than 10 engineers each. After investing $13 billion in OpenAI, Microsoft is now building competing products. Here is what that shift means for businesses on Azure.
A full guide to app development costs: MVPs versus enterprise apps, pricing drivers, freelancer versus agency trade-offs, hidden ongoing costs, and how to brief vendors for comparable quotes.
On March 31, Anthropic accidentally published the complete Claude Code source code via npm. From self-healing memory to undercover mode, here is what 1,906 leaked files reveal about how modern AI coding agents work under the hood.
JetBrains launched Central, ARM shipped its first chip ever, and Google cut AI memory usage by 6x. Three events in four days that reveal where software development is heading.
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