NEWSCloudsineAI’s TraceCtrl LLM Guards has been approved for the IMDA Spark programme
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ENVIRONMENTS · DESKTOP AGENTS

An agent with your engineer’s
keys to production.

Coding agents run on developer machines with the developer’s full privileges — repos, credentials, cloud CLIs. TraceCtrl sees which agents and MCP servers are running, what they can reach, and stops the tool call that shouldn’t happen.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Codex
  • Windsurf
  • MCP servers

The endpoint is the new agent perimeter.

.env in repo + agent reads project root + web tool

Credentials walk out in context

Cloud keys ingested into agent context are one poisoned instruction away from leaving the machine.

unapproved MCP server + broad tool grants + no allowlist

Supply chain, but for tools

A developer adds an MCP server from a gist; it now sits inside every session, shadowing legitimate tools.

agent = user identity + prod CLI access + yolo mode

Machine-speed actions, human blame

Every destructive action logs as the engineer. Without agent-level tracing you can't tell who — or what — did it.

HOW TRACECTRL COVERS DESKTOP AGENTS

Know what’s running on every dev machine.

Book a demo and we’ll surface the coding agents and MCP servers already in your fleet.