Mukunda Rao Katta

mukunda1729

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Prompt Injection Shield Live Scanner

🛡

Live prompt-injection scanner for retrieved text

Ops Scorecard Lab

🚀

Generate an ops scorecard for your agent workflow

Agent Eval Lab

🧪

Generate an evaluation plan for an AI agent workflow

Why The Agent Stack

🧭

Why these 5 small libraries matter for agent reliability.

Prompt Injection Taxonomy

🛡

10 prompt-injection categories with examples + defenses.

Fit Strategies Explained

🪟

Visual explainer: drop-oldest vs drop-middle vs priority.

Agent Trace Format Reference

📸

The agentsnap trace schema — explained field-by-field.

Install Cheatsheet — Agent Stack

📦

Install the agent-reliability stack — pip, npm, MCP.

Agent Stack Tour

🪡

A guided tour of the 5-library Agent Reliability Stack.

MCP Quickstart — Agent Stack

🧩

Add the agent-stack MCP servers to your client in 60s.

Dataset Index — Agent Stack

📚

Index of 13 datasets for testing AI agents.

Token Counter

🔢

Count tokens across Claude, GPT, Llama tokenizers.

JSON Extractor

🎯

Pull clean JSON out of messy LLM text.

MCP Config Validator

🧩

Sanity-check your MCP client config.

Prompt Injection Detector

🛡

Heuristic detector for common prompt-injection families.

PII Redactor

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Find and redact emails, phones, secrets, and more.

The Agent Reliability Stack

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Live demo of fit, guard, snap, vet, cast — five small libs.