pi + GLM-5.3-Flash
GLM-5.3-Flash is currently selectable with pi on AgentSky. pi controls the work loop and tools; the model supplies reasoning and generation. Start a real task below with both choices already selected.
How the combination works
pi runs the work. GLM-5.3-Flash powers each turn.
Pi runs a compact coding and tool-use loop that can inspect files, execute commands, and iterate on a bounded task.
AgentSky supplies the persistent cloud computer, task state, usage records, and enabled tools or connectors around that combination.
pi
Owns the agent loop, repository or computer operations, tool calls, and how results are returned.
GLM-5.3-Flash
Z.ai's model supplies the reasoning and generated output within pi's supported interface.
AgentSky
Keeps the selected pair, workspace, task state, access configuration, and itemized usage together.
Current GLM-5.3-Flash facts
What the model is
A natively multimodal Flash model for efficient coding and long-horizon agent tasks, taking text, images, and video.
Context window
1M tokens in the current AgentSky catalog.
Accepted input
Text, Image, Video in the current AgentSky catalog.
Model token price
$0.15 / $0.5 per 1M input / output tokens on the displayed AgentSky plan. Runtime and paid tool usage are separate.
Evaluate it on real work
Start with one bounded task and evidence you can inspect.
Give Pi a narrow repository scope, an expected behavior, and a fast command that exposes success or failure.
Open the preselected Composer
The Composer above starts with pi and GLM-5.3-Flash. Add the repository or project and only the tools the task needs.
Adapt this first task
Find the smallest cause of this failure, patch it without broad refactoring, run the focused check, and show the relevant diff and command output.
Verify the outcome
Confirm the fix from the original entry point, then inspect the diff for assumptions that only hold in the provided fixture.
Fit and limits
When to choose pi + GLM-5.3-Flash
Focused engineering tasks where a lightweight agent loop and quick iteration matter more than a large orchestration layer.
This page establishes
- The pair is selectable in the current AgentSky compatibility matrix
- The launch carries both selections into the shared Composer
- Current catalog facts are shown when the gateway publishes them
You still need to measure
- Quality on your own repository or workflow
- End-to-end task time, recovery effort, and human review
- Total task cost, which also depends on runtime, tools, connectors, and token usage
Common questions
Related resources