Notes from the path
Short, irregular entries. Search, filter by topic, or reorder by date — agentic AI and tutorials, security research, tools I ship, talks I give, and the odd thing that fits nowhere else.
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Talk to your agents from Telegram
A tiny skill that lets a coding agent message you while it works — progress, blocking questions, and a remote control from your phone. Idle is free, and several agents share one chat.
agentic ai -
How to deploy a HuggingFace model with Ollama
An end-to-end guide: GGUF and quantization, the Modelfile, prompt templates per model family, the local API, and the errors that bite — from a HuggingFace repo to a running endpoint.
tutorial -
The task file is the prompt
How a CLAUDE.md and a folder of markdown tasks let a team share context and hand work to AI agents — no prompts, no third party.
workflow -
You don't need to "stop prompting"
When a task stops being a request and becomes a process, the prompt grows a loop. The full guide — goal, verification, guardrails, memory — and when not to bother.
agentic ai -
C1b3rwall: LLMs as a new criminal surface
Notes from presenting "Security in LLMs: the new criminal surface" — what the audience already feared, and what surprised them.
talk -
Two small tools: RenderMD and Share
Software that needs no account and barely a server — a Markdown report generator and a zero-knowledge sharing service, and the moment they clicked together.
tools -
47CON: reversing a WiFi drone
Capturing the traffic, deciphering the protocol, and writing our own control app — until a cheap WiFi drone flew itself with YOLO.
talk -
The bicycle as the ultimate machine
A manifesto on efficiency, minimalism and freedom — and why the cleanest vehicle ever built is also the best design lesson I know.
bicycles
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