Developer terminal
Inspect a project, validate definitions, build firmware, and operate devices with discoverable commands and explicit feedback.
SenCLI · Developer and agent interface
One structured interface for people, pipelines, and agents.
SenCLI exposes the same platform and device semantics to an interactive terminal, automation, CI/CD, and MCP-capable agents—without giving automation a hidden side door.
sen · project workflow
$ sen project info greenhouse-edge
project greenhouse-edge
status linked
$ sen project app validate
✓ application source is valid
$ sen project build trigger --wait
QUEUED → RUNNING → SUCCEEDEDSame contract, different operators
Automation should inherit the guardrails—not bypass them.
SenCLI keeps validation, identity, permissions, and failure semantics aligned across every operator.
CI/CD pipeline
Use deterministic exit status and structured output while preserving the same policy and release identities.
AI agent via MCP
Give an agent constrained tools with typed inputs and observable results instead of unrestricted shell or private API access.
Predictable automation
The same checks, whether a person or an agent runs the command.
SenCLI keeps project context, permissions, validation, and results consistent. Teams can automate routine device work without creating a separate, harder-to-audit path.
REQUESTCommand with explicit parameters
↓ verifyGUARDRAILSProject context · permission · validation
↓ runRESULTReadable feedback + automation-ready output
Build an automation surface you can reason about.
Use the same capability and operation model in a terminal, pipeline, or agent workflow.