Insights, guides, and updates about AI tools and technology
A senior engineer shares what actually breaks when migrating to the GPT-5 API, which changes matter most, and a step-by-step playbook for a safe transition.
We ran both models through 12 real-world coding benchmarks. The results are more nuanced than you'd expect — and the winner depends entirely on what kind of code you write.
A technical deep-dive into Operator-style agent architecture — from browser control APIs to reliability patterns, error recovery, and production deployment strategies.
A technical deep-dive into production-ready MCP integration patterns — from transport selection and authentication to error handling, observability, and multi-server orchestration architectures.
A senior engineer's deep-dive into using Gemini 2.5 Pro's multimodal capabilities across the full development lifecycle — from design review to automated testing, with real benchmarks and honest trade-offs.