F*** You, Show Me The Prompt

Intercept API calls to understand complex LLM frameworks quickly.

EmergingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Unverified

Overview

What is F*** You, Show Me The Prompt?

A tool that helps developers and engineers intercept and analyze API calls from large language model (LLM) frameworks, making it easier to debug and understand inscrutable codebases.

Key differentiator

F*** You, Show Me The Prompt stands out as a unique tool for developers who need to quickly understand complex LLM frameworks by providing detailed insights into intercepted API calls and prompt structures.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Intercepts API calls to LLM frameworks for debugging and analysis.medium

Provides detailed insights into the structure of prompts used in LLMs.medium

Helpful for developers working with complex or unfamiliar LLM frameworks.medium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond Pythonhigh

Primary development focus is on Python, with minimal official support for other languages

Performance overhead when intercepting API callsmedium

Interception process can introduce latency in large-scale applications

Small community and limited third-party integrationshigh

Few contributors and plugins, limiting the ecosystem's growth and support

Fit analysis

Who is it for?

✓ Best for

Developers working with unfamiliar or complex LLM frameworks who need quick insights into how these systems operate.

Data scientists looking to understand the inner workings of prompts in their models for optimization purposes.

✕ Not a fit for

Projects that require real-time analysis and cannot afford the overhead of intercepting API calls.

Teams working with proprietary or closed-source LLM frameworks where access to API call details is restricted.

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with F*** You, Show Me The Prompt

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →