---
title: "BFL API Integration Guide - Air Market"
description: "You are adding FLUX image generation to your code and need to know how the API actually works. This is a guide to the endpoints, waiting for a job to finish, what to do when you hit a limit or an err…"
canonical: "https://airmarket.ai/app/bfl-api"
---

[Air Market](/) / [Developer Tools](/category/devtools) / BFL API Integration Guide

Skill by [Calesthio](/@calesthio)

# BFL API Integration Guide

Wire up FLUX image generation without guessing at the endpoints

## What this does

You are adding FLUX image generation to your code and need to know how the API actually works. This is a guide to the endpoints, waiting for a job to finish, what to do when you hit a limit or an error, and using webhooks instead. It has code examples in Python and TypeScript, and covers the regional endpoints.

### Top 3 things it does for you

- Call the FLUX endpoints from Python or TypeScript
- Poll for a result that is not ready yet
- Handle errors and rate limits

## Information

**BFL API Integration Guide at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Calesthio](/@calesthio) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.0.0 |
| Size | 79 KB |
| Licence | AGPL-3.0 |
| Repository | [calesthio/OpenMontage](https://github.com/calesthio/OpenMontage/tree/fdd6457fed4d00aef47e40cc0a7635e6d37d5729/.agents/skills/bfl-api) |
| GitHub stars | 49,990 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of BFL API Integration Guide and flagged nothing. AIR's verdict: **safe**.

**What BFL API Integration Guide's check was run against**

|  |  |
| --- | --- |
| Commit | fdd6457fed4d00aef47e40cc0a7635e6d37d5729 |
| Content hash | bd7edf069f1c73d153bcc9ac6311df1b204c39369126e7779b10b81f932da411 |
| Files read | [Browse the files at this exact commit](https://github.com/calesthio/OpenMontage/blob/fdd6457fed4d00aef47e40cc0a7635e6d37d5729/.agents/skills/bfl-api/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for BFL API Integration Guide](/security/bfl-api)

## About BFL API Integration Guide

An integration guide for the BFL FLUX API. It covers the endpoints, async polling patterns, rate limiting, error handling, webhooks, and regional endpoints.

Examples are given in both Python and TypeScript.

## What's inside

- SKILL.md - instructions
- references/api-key-setup.md - reference
- references/code-examples/curl-examples.sh - script
- references/code-examples/python-client.py - script
- references/code-examples/typescript-client.ts - script
- references/endpoints.md - reference
- references/error-handling.md - reference
- references/polling-patterns.md - reference
- references/rate-limiting.md - reference
- references/webhook-integration.md - reference

## Questions

### Is BFL API Integration Guide safe to install?

AIR scanned this exact version of BFL API Integration Guide and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit fdd6457fed4d, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/bfl-api.

### How do I install BFL API Integration Guide?

Open https://airmarket.ai/app/bfl-api on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/calesthio/OpenMontage/tree/fdd6457fed4d00aef47e40cc0a7635e6d37d5729/.agents/skills/bfl-api. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Calesthio](/@calesthio)

---

Canonical URL: <https://airmarket.ai/app/bfl-api>