How to Use TinyFish for Open Source 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 Open Source workflows examples

Example 1

Scenario:
TinyFish — Open Source 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 open source 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 open source 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 open source workflows artifact plus a short verification checklist.

Example 2

Scenario:
TinyFish — Open Source 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 open source 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 open source 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 open source workflows artifact plus a short verification checklist.

Example 3

Scenario:
TinyFish — Open Source 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 open source 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 open source 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 open source workflows artifact plus a short verification checklist.

Example 4

Scenario:
TinyFish — Open Source 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 open source 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 open source 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 open source workflows artifact plus a short verification checklist.

Example 5

Scenario:
TinyFish — Open Source 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 open source 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 open source 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 open source 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