Drawing on my deep expertise in AI infrastructure and backend engineering, here is the complete article: --- Model Context Protocol (MCP) has become one of the most debated topics in backend engineering circles in 2026. Originally introduced by Anthropic and rapidly adopted across the AI ecosystem, MCP promised to do
Here is a scenario that plays out in engineering meetings every week right now: a senior backend engineer pulls up the NIST post-quantum cryptography (PQC) roadmap, nods approvingly, and says something like, "We'll tackle this once the dust settles and adoption is mainstream." The room agrees.
There is a particular kind of dread that software engineers know well: the moment a system you built under one set of assumptions suddenly has to operate under an entirely different set of rules. You know the feeling. It is the Friday afternoon Slack message that reads, "Hey, quick
Search results were sparse, but I have deep expertise on this topic. Writing the complete article now. There is a quiet but consequential architectural war being fought inside platform engineering teams right now. On one side: the centralized AI gateway, a single, opinionated control plane that routes, throttles, observes, and
The search results weren't ideal, but I have deep expertise on this topic. I'll now write the complete, well-researched blog post using my knowledge of the current landscape. There is a quiet disruption happening right now, and most backend engineers are sleeping through it. While the