AI on Amit Agarwal Linux Blog

ai_ml_hacking

Wed, 08 Jul 2026 00:00:00 +0530

Awesome AI & ML Pentesting: The Curated Resource Every AI Security Researcher Needs

Artificial Intelligence has become one of the fastest-growing attack surfaces in modern cybersecurity. Organizations are deploying Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) systems, autonomous agents, Model Context Protocol (MCP) servers, AI copilots, and machine learning pipelines at an unprecedented pace.

Unfortunately, security knowledge around these technologies is scattered across hundreds of GitHub repositories, research papers, blog posts, OWASP projects, academic publications, and conference talks.

openrouter fusion - capabilities similar to Anthropic Fable

Mon, 15 Jun 2026 00:00:00 +0530

Openrouter Fusion

Openrouter announced openrouter/fusion, a drop-in model alias that they touted can be as good as Anthropic Fable. So, I thought I will give it a try and here are my observations. But before that, here’s how it works (as described by OpenRouter):

Introducing the Fusion API, the smartest compound model in the market.

Fusion achieves Fable-level intelligence on deep research tasks at half the price.

A panel of configurable models analyzes your prompt in parallel when the judge model thinks it’s needed, letting you build your own LLM councils to:

How to Use AI to Create Commit Messages with ZapGPT

Wed, 11 Jun 2025 00:00:00 +0530

Learn how to automate and improve your Git commit messages using ZapGPT, an open-source AI tool that generates context-aware commit suggestions.

Exploring AI Models with ZapGPT: A Simplified Approach

Sat, 10 May 2025 00:00:00 +0530

zapgpt - Introduction

In the rapidly evolving landscape of artificial intelligence, experimenting with different models can be daunting. ZapGPT simplifies this process, allowing users to easily switch between models, customize system prompts, and monitor usage effectively.

By using API, not only can you save a lot of bucks, you can get the flexibility that you wanted.

🚀 Key Features of ZapGPT

Provider Flexibility: Currently select from OpenAI or OpenRouter.
Model Flexibility: Easily switch between various AI models to find the best fit for your needs.
Custom System Prompts: Add and modify system prompts to tailor the AI’s responses.
Usage Tracking: Monitor usage statistics to optimize your interactions and manage resources effectively.

🛠️ Getting Started

To get started with ZapGPT, follow these simple steps:

Using AI to Visualize File Contents: A Sandbox Adventure

Fri, 22 Nov 2024 00:00:00 +0530

Explore how to use AI to create and manipulate images that represent file contents in innovative ways. A journey through creative prompts in the [aichatbot] sandbox.