DeepSeek Harness + Browser automation
DeepSeek Harness runs the work loop and Browser automation performs the selected operation. The Composer below preselects DeepSeek Harness, DeepSeek V4 Pro, and this tool so you can test one real task with the same billing and recovery path as any AgentSky run.
How the combination works
DeepSeek Harness decides when to call Browser automation.
DeepSeek Harness runs coding work through a persistent shell and repository workspace while the selected model supplies reasoning and generation.
Use TinyFish Agent when the task requires clicks, typing, navigation or structured extraction rather than a read-only fetch or CDP session. This capability is classified as a public action and is never added to a new agent by default.
DeepSeek Harness
Owns the task loop, context, model calls, tool choice, cloud computer, progress and final result.
Browser automation
Performs the operation exposed by the current Browser automation capability. Its input limits and output shape come from the live tool guide and adapter.
AgentSky
Keeps the selected agent, model, capability grant, task state and usage record together. Tool charges and model or runtime charges remain itemized separately.
Setup and first task
Start with one bounded browser automation task.
The Composer carries DeepSeek Harness, DeepSeek V4 Pro, and Browser automation. Begin with the smallest input that lets you inspect the output before expanding the workflow.
Open the DeepSeek Harness Composer
The Composer above preselects DeepSeek Harness, DeepSeek V4 Pro, and Browser automation. Add the target, required inputs and a concrete expected result; the draft stays in place through sign-in.
State the Browser automation boundary
Open the public directory, reveal all visible rows and return names, descriptions and source links. Stop without submitting any form.
Run and verify the returned result
Check the output against the source or brief, confirm that the result has the expected format, and inspect the task usage for model, runtime and tool charges.
Inputs, cost and limits
What DeepSeek Harness + Browser automation establishes
Cost-conscious coding and shell work where DeepSeek-compatible models and explicit verification fit the task.
Configure and verify
- DeepSeek Harness and DeepSeek V4 Pro are preselected for the browser evaluation.
- Browser automation is enabled from the current capability catalog with its live input and output guidance.
- The first task can be checked from the returned artifact, text or provider result before a larger workflow is attempted.
Still depends on the task
- A tool guide does not guarantee a provider result for malformed, blocked or unsupported Browser automation inputs.
- A successful tool call does not establish that the result is correct for your business decision; inspect the output at its source boundary.
- Total task cost can include model tokens, active computer time and the selected tool's billable units.
Current Browser automation rates
tinyfish.agent
$0.032 per step.
Tool-specific details
Use the current Browser automation contract.
Use TinyFish Agent when the task requires clicks, typing, navigation or structured extraction rather than a read-only fetch or CDP session. This capability is classified as a public action and is never added to a new agent by default.
Explicit grant
tinyfish.agent is separate from tinyfish.browser. Existing browser-session grants do not authorize automated clicks, form input or submissions.
Input and result
Provide a public URL and goal. The legacy task field is accepted as an alias. A completed call returns the structured result, run id, terminal status and billable step count.
Bounded execution
The request caps TinyFish Agent at 50 steps. Strict mode, screenshots and snapshots are not requested because those options require separately verified supplier entitlement.
Common questions
Related resources
DeepSeek Harness
Review DeepSeek Harness's supported models, tools, channels and connectors.
Browser automation tool
Review the current operation inputs, outputs, examples and rates.
DeepSeek Harness + DeepSeek V4 Pro
Review the current default agent and model combination.
Pricing
Review model, active-computer and tool charges.