UseJunction field notes

Observe the system. Respect the developer.

Essays on AI coding observability, infrastructure, cost, privacy, and the case for visibility before control.

Cross-tool AI coding visibility for seat utilization, cost, and plan usage across Cursor, Claude Code, and Copilot

AI infrastructure

Cursor Seat Waste & AI Coding Observability: UseJunction vs Jellyfish, DX, and LinearB

See Cursor, Claude, and Copilot plan usage across your team. Learn which tool answers your search — seat waste, delivery bottlenecks, DevEx, or eng-finance reporting.

Dinuda Yaggahavita

22 July 2026 · 12 min read

UseJunction overview of AI coding observability across tools, models, cost, and reliability

AI infrastructure

What Is AI Coding Observability? Visibility Before Control

AI coding observability measures adoption, cost, model usage, reliability, and plan utilization across the tools engineering teams already use—without developer surveillance.

Dinuda Yaggahavita

22 July 2026 · 8 min read

UseJunction field notes

Observe the system. Respect the developer.

Essays on AI coding observability, infrastructure, cost, privacy, and the case for visibility before control.

AI infrastructure

Cursor Seat Waste & AI Coding Observability: UseJunction vs Jellyfish, DX, and LinearB

See Cursor, Claude, and Copilot plan usage across your team. Learn which tool answers your search — seat waste, delivery bottlenecks, DevEx, or eng-finance reporting.

Dinuda Yaggahavita

22 July 2026 · 12 min read

AI infrastructure

What Is AI Coding Observability? Visibility Before Control

AI coding observability measures adoption, cost, model usage, reliability, and plan utilization across the tools engineering teams already use—without developer surveillance.

Dinuda Yaggahavita

22 July 2026 · 8 min read