Posts tagged “Infrastructure”

Google and Anthropic shipped managed agent compute in the same week - agents are a cloud primitive now.

The real problem with coding agents isn't capability - it's that they rationalize skipping the hard parts.

Four commerce protocols shipped in one week, turning agents into economic actors with real payment rails.

LangChain jumped 25 ranks on TerminalBench by changing only the harness. The model never changed.

MCP hit 97 million monthly downloads and Salesforce just went fully agent-native. The integration layer for agents is decided.

What it takes to run ML in production at scale - monitoring, versioning, deployment, and all the things that aren't training.

Systematic testing infrastructure for perception systems - from unit tests to integration tests to field validation.

Building infrastructure to generate millions of training images - the engineering of a synthetic data factory.

Creating tools and processes for systematic performance measurement on embedded hardware - the foundation of optimization.