Engineering @ Scale — 2026-04-15#

Signal of the Day#

The traditional AI agent workflow—sequential LLM tool-calling in tight loops—is being abandoned due to massive context bloat and high network latency. Organizations like Cloudflare and OpenAI are shifting toward “Codemode” and native sandboxes, allowing agents to generate and execute dynamic V8 scripts that complete complex workflows in a single pass, reducing token consumption by up to 99.9%.