If you work in cloud or DevOps, you've probably seen "MCP" show up everywhere this year and quietly...
MCP for Cloud & DevOps Engineers: What Model Context Protocol Actually Does
If you work in cloud or DevOps, you've probably seen "MCP" show up everywhere this year and quietly...
Turn a coding-benchmark audit into a reproducible task-state model, sensitivity analysis, and acceptance rule.
Test full-duplex AI voice across calls, route changes, backgrounding, permissions, and weak networks with a reproducible device matrix.
Use the new OpenAI Agents SDK and FastAPI template as a trigger to test UI, API, authorization, persistence, and cancellation together.