Three levels of indirection, all with seemingly innocuous steps, will catch a bot off-guard.

An agentic coding tool tasked with cloning and setting up a seemingly benign GitHub repository could execute a malicious ...

GitHub confirmed on May 20 that a poisoned VS Code extension installed on an employee’s device gave attackers access to roughly 3,800 internal repositories at the Microsoft-owned code storage and ...

Production-style architecture for low-latency event processing, applied to pump.fun memecoin trading. Built to demonstrate systems engineering — async pipelines, fan-out from a single WebSocket, crash ...

And yet, within the same weeks that developers were racing to deploy OpenClaw, security researchers at Cisco, Palo Alto Networks, and Oasis Security were publishing some of the most alarming AI ...

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project ...

Researchers in biomedicine and public health often spend weeks locating, cleansing, and integrating data from disparate sources before analysis can begin. This redundancy slows discovery and leads to ...

This toolkit contains observations and theoretical speculation, NOT formal research. Please see DISCLAIMER.md for important information about the academic integrity of this content.

MCP (Model Context Protocol) can be called as a buzzword of 2025, except it's not just that. It's a communication protocol launched by Anthropic — the company behind the family of Claude AI models.

HANDS ON Getting large language models to actually do something useful usually means wiring them up to external data, tools, or APIs. The trouble is, there's no standard way to do that - yet.