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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How long can I walk away?
claudestimate gives Claude Code an honest, self-correcting ETA — "away until 16:45" — by splitting the plan from the clock, so you can spend the wait on the work that actually needs you.
agentic ai -
How to make an AI agent finish the whole job
Hand an agent a big, messy pile of work and get all of it back: a plan, a task table it can't lose, and a clean-context worker per task — plus the three prompts to steal.
agentic ai -
AI writes the code. Who steers the system?
When implementation is automated, an engineer's value moves from memorizing syntax to defining, guiding and judging the system. An essay on the compiler mindset, cybernetics and output-first learning.
agentic ai -
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.
tutorials -
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.
agentic ai -
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.
talks -
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.
talks -
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.
misc
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