Make Your AI Coding Agent Transparent - See What It Actually Sends to the Model

Dev.to / 6/10/2026

💬 OpinionDeveloper Stack & InfrastructureTools & Practical Usage

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Key Points

The article introduces ccglass, a lightweight local reverse proxy that sits between AI coding agents (like Claude Code or Codex) and the model API to intercept and log all requests and responses.
By using ccglass with simple installation and command-line options, users can launch an agent and view a web dashboard without complex setup (e.g., no CA certificate installation).
The dashboard makes agent behavior transparent by showing the full system prompt, complete per-turn message history (including what context is kept or dropped), and the tool schemas and resulting tool calls.
ccglass also provides token- and cost-related breakdowns, including cached token usage and cost estimates per request and per session, along with a turn-by-turn diff view for debugging.
It supports a wide range of coding agents and routing backends, enabling users to inspect how different systems frame instructions and evolve context over time.

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