How to Use TinyFish for API workflows

TinyFish provides enterprise infrastructure for AI web agents. Run hundreds of websites simultaneously to navigate, authenticate, extract data, and automate web workflows with a fully serverless architecture. Confirm live details on tinyfish.ai before production use.

Practical API workflows examples

Example 1

Scenario:
TinyFish — API workflows (pass 1). Context: TinyFish provides enterprise infrastructure for AI web agents. Run hundreds of websites simultaneously to navigate, authenticate, extract da

Objective:
Deliver a reviewable api workflows result using TinyFish.

Inputs:
- Verified facts from tinyfish.ai
- Audience, channel, or technical constraints
- Success criteria and forbidden claims
- Relevant product surfaces: API, Open Source, Automation, Agents

Workflow:
Open TinyFish → Configure for api workflows → Pilot with sample inputs → Review against success criteria → Iterate one axis → Finalize

Requirements:
- Use only verified TinyFish capabilities; do not invent features.
- Confirm live details on tinyfish.ai before promising volume or pricing.
- Human-review before external publish, send, billing, or compliance use.

Expected output:
A concrete api workflows artifact plus a short verification checklist.

Example 2

Scenario:
TinyFish — API workflows (pass 2). Context: TinyFish provides enterprise infrastructure for AI web agents. Run hundreds of websites simultaneously to navigate, authenticate, extract da

Objective:
Deliver a reviewable api workflows result using TinyFish.

Inputs:
- Verified facts from tinyfish.ai
- Audience, channel, or technical constraints
- Success criteria and forbidden claims
- Relevant product surfaces: API, Open Source, Automation, Agents

Workflow:
Open TinyFish → Configure for api workflows → Pilot with sample inputs → Review against success criteria → Iterate one axis → Finalize

Requirements:
- Use only verified TinyFish capabilities; do not invent features.
- Confirm live details on tinyfish.ai before promising volume or pricing.
- Human-review before external publish, send, billing, or compliance use.

Expected output:
A concrete api workflows artifact plus a short verification checklist.

Example 3

Scenario:
TinyFish — API workflows (pass 3). Context: TinyFish provides enterprise infrastructure for AI web agents. Run hundreds of websites simultaneously to navigate, authenticate, extract da

Objective:
Deliver a reviewable api workflows result using TinyFish.

Inputs:
- Verified facts from tinyfish.ai
- Audience, channel, or technical constraints
- Success criteria and forbidden claims
- Relevant product surfaces: API, Open Source, Automation, Agents

Workflow:
Open TinyFish → Configure for api workflows → Pilot with sample inputs → Review against success criteria → Iterate one axis → Finalize

Requirements:
- Use only verified TinyFish capabilities; do not invent features.
- Confirm live details on tinyfish.ai before promising volume or pricing.
- Human-review before external publish, send, billing, or compliance use.

Expected output:
A concrete api workflows artifact plus a short verification checklist.

Example 4

Scenario:
TinyFish — API workflows (pass 4). Context: TinyFish provides enterprise infrastructure for AI web agents. Run hundreds of websites simultaneously to navigate, authenticate, extract da

Objective:
Deliver a reviewable api workflows result using TinyFish.

Inputs:
- Verified facts from tinyfish.ai
- Audience, channel, or technical constraints
- Success criteria and forbidden claims
- Relevant product surfaces: API, Open Source, Automation, Agents

Workflow:
Open TinyFish → Configure for api workflows → Pilot with sample inputs → Review against success criteria → Iterate one axis → Finalize

Requirements:
- Use only verified TinyFish capabilities; do not invent features.
- Confirm live details on tinyfish.ai before promising volume or pricing.
- Human-review before external publish, send, billing, or compliance use.

Expected output:
A concrete api workflows artifact plus a short verification checklist.

Example 5

Scenario:
TinyFish — API workflows (pass 5). Context: TinyFish provides enterprise infrastructure for AI web agents. Run hundreds of websites simultaneously to navigate, authenticate, extract da

Objective:
Deliver a reviewable api workflows result using TinyFish.

Inputs:
- Verified facts from tinyfish.ai
- Audience, channel, or technical constraints
- Success criteria and forbidden claims
- Relevant product surfaces: API, Open Source, Automation, Agents

Workflow:
Open TinyFish → Configure for api workflows → Pilot with sample inputs → Review against success criteria → Iterate one axis → Finalize

Requirements:
- Use only verified TinyFish capabilities; do not invent features.
- Confirm live details on tinyfish.ai before promising volume or pricing.
- Human-review before external publish, send, billing, or compliance use.

Expected output:
A concrete api workflows artifact plus a short verification checklist.

Checklist before you ship

• Confirm the workflow stays inside verified TinyFish capabilities
• Review outputs against tinyfish.ai when accuracy or pricing claims matter
• Keep a short verification list for any claim you would publish externally