Evaluation & Testing

F*** You, Show Me The Prompt

Intercept API calls to understand complex LLM frameworks quickly.

Status
Not yet determined
Last checked
Checked · Oct 12, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

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.

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.

When it fits — and when it doesn’t

A good fit 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.

Look elsewhere if

  • 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.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Performance overhead when intercepting API calls

    Interception process can introduce latency in large-scale applications

  2. 02

    Small community and limited third-party integrations

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

What it does well

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

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

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

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

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