python
- Inside 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.
- 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.
- Graceful retries in Python with backoff
A small, production-ready retry helper using exponential backoff and logging.