Insights, updates, and practical thinking on building modern workflows, automating execution, and using AI to reduce operational friction.
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.
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.
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.
JetBrains Air runs Codex, Claude, Gemini and Junie concurrently in one IDE. We tested it against Cursor and GitHub Copilot on real projects. Benchmarks, pricing and our honest verdict.
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.
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