Momenta, the Chinese autonomous vehicle developer backed by GM and Tencent Holdings, has filed confidentially for an initial public offering in Hong Kong, Bloomberg reported. The company may seek to raise at least $1 billion in its IPO.
But a simple thought exercise of how teams can move engineering orgs from vibe-coding towards agentic engineering would land one pretty squarely on the design and mission of the Model Context Protocol. In any scenario beyond a solo vibe-coder, MCP’s telemetry, simplified considerations for managing security, automatic content synchronization, schema + standards based approach, and ease of observability (how can you tell which tools are effective otherwise?) mean that teams that buy into the current zeitgeist will make a mistake when selecting an approach for delivering the scaffolding that enables agentic engineering.
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Photograph: Pete Cottell
Skipping all this work is fine for one reason only: generating the HTML for an article is a pure function with immutable arguments. If it mutated a variable (for example a search index), I could not easily skip this work.