Arjun Mehta
Software Development, Developer Tools, Cross-Platform Apps, Desktop Utilities
Senior software engineer with 12 years of experience building cross-platform desktop and mobile apps. Arjun writes about developer tooling, app architecture, and practical coding workflows that ship software faster.
Articles by Arjun Mehta
How to Measure Real AI Coding Assistant ROI Beyond Speed
Shipping code faster is only part of the story. Learn how to measure the true ROI of AI coding assistants like GitHub Copilot with metrics that satisfy finance and prove real business value.
Jul 22, 2026
How to Estimate AI Coding Assistant Costs Before They Blow Your Budget
AI coding agents can burn through hundreds in API credits before lunch. Learn how AI coding assistant costs accumulate and how to estimate them before your budget blows up.
Jul 20, 2026
Setting Coding Rules for AI Assistants in Your Dev Workflow
AI coding assistants can wreck a codebase without guardrails. Learn how to set clear coding rules that keep AI-generated code safe, consistent, and production-ready in your dev workflow.
Jul 19, 2026
How to Run Ollama Locally to Keep Your AI Data Private
Cloud AI services log every prompt you send, turning sensitive data into training material. Learn how to run Ollama locally to keep your AI conversations completely private.
Jul 18, 2026
How to Pair AI Assistants With Spreadsheets to Replace Productivity Apps
Cut down on app overload by pairing AI assistants with spreadsheets. Learn how to consolidate task, habit, budget, and CRM tools into one flexible workflow.
Jul 17, 2026
How to Verify Open-Source Software Before Adding It to Your Stack
Malicious open-source packages have doubled yearly since 2019. Learn a practical, step-by-step process to verify libraries before adding them to your software stack.
Jul 16, 2026
How to Run Local AI Models Offline for Private Data Workflows
Handling sensitive data? Learn how to run local AI models offline to keep contracts, records, and customer data private—using hardware you likely already own.
Jul 14, 2026
Why AI Coding Tools Ship Code Faster But Not Software Faster
AI coding assistants make writing code up to 55% faster, yet deployment frequency and lead times stay flat. Here's why shipping code isn't the same as shipping software.
Jul 12, 2026
Why AI-Generated Code Has 70% More Bugs and How to Fix It
AI coding assistants like Copilot, ChatGPT, and Claude ship more bugs and less secure code than you think. Learn why AI-generated code fails and how to fix it.
Jul 11, 2026
How to Run a Local LLM with Ollama for Private, Offline AI
Cloud AI logs and stores every prompt you send. Learn how to run a local LLM with Ollama for private, offline AI that keeps your sensitive data on your own machine.
Jul 10, 2026
How to Vet AI Coding Assistants for Security Flaws Before You Trust Them
AI coding assistants can save time but silently introduce security flaws like hardcoded credentials and missing rate limiting. Learn how to vet them before you trust their output.
Jul 10, 2026
How to Review AI-Generated Code Before You Trust It in Production
AI can write code in seconds, but blindly trusting it risks costly production disasters. Learn a practical review process to catch dangerous AI-generated code before it ships.
Jul 6, 2026