08:12
2026-09-16
dev.to
ai-agents
I traced the agentic calls. Here's where the token consumption comes from
A developer traced the network calls of an agentic coding assistant and found that a simple two-file PyQt edit consumed 3 LLM calls and roughly 760 KB of exchanged JSON, versus a single call and about…