Claude Opus 4.1 in Production: The Good, Bad, and Expensive Reality
6 months of building production systems with Claude Opus 4.1 - real performance data, cost analysis, and when the 'world's best coding model' actually lives up to the hype
Thoughts on software engineering, SaaS architecture, security, and technical leadership.
6 months of building production systems with Claude Opus 4.1 - real performance data, cost analysis, and when the 'world's best coding model' actually lives up to the hype
Honest assessment of Claude Code after 4 months of daily use - the productivity wins, workflow friction, and why terminal AI isn't for everyone
Honest review after 8 months with Cursor IDE - what convinced a VS Code veteran to switch, the migration challenges, and measurable productivity gains
Real engineering insights from deploying OpenAI's latest models in production systems - what works, what doesn't, and the hidden costs nobody talks about
How we built a robust, automated monitoring and diagnostics solution for Android tablets using Frigate, ADB, and Python.