Tags
agents
5 publicationsInside the Fackel harness: parallel agent lanes in a terminal
How Fackel's interactive harness renders parallel pentest agents in separate lanes, handles inline approvals without freezing, and survives Ctrl-C — the design choices behind the terminal.
LangGraph, CrewAI, and Agno: getting started with AI agents in Python
A practical guide to getting started with AI agents. Three frameworks, the same problem, real examples, and an honest comparison.
When AI Stops Being a Tool and Becomes an Attack Surface
When AI becomes an attack surface: prompt injection, end-to-end attack chains, at-risk architectures, and defensive actions.
Fackel: an autonomous pentest framework powered by ReAct agents
Fackel: a multi-agent pentest framework where LLMs decide strategy. Architecture walkthrough, design decisions, and lessons learned.
The State of the Art in AI Agents (2026): What ‘Modern’ Actually Means
A practical overview of modern AI agent systems: tool use, retrieval, memory, verification, multi-agent patterns, evaluation, and security.