Real software
Systems, boundaries, and decisions that must hold up outside the demo.
ExploreNotes from real software
I analyse architectures, workflows, and tools through daily work: what works, what breaks, and what still needs to be verified.
type Evidence = 'observed' | 'inferred' | 'verify';
const decision = {
context: 'production constraints',
signal: measure(realUsage),
tradeoff: document(alternatives),
status: 'observed'
};
// Evidence first. Opinion second.
Focus
Production
Approach
Evidence-led
Scope
Software + AI
Audience
Developers
01 / Introduction
Here you will find content, tools, and deep dives into the technologies shaping web development.
Whether you are getting started or staying current, the goal is to help you grow with practical technical material.
02 / Topics
Content for people who have to make technical decisions, not simply learn new tools.
Systems, boundaries, and decisions that must hold up outside the demo.
ExploreWhere artificial intelligence creates leverage and where human judgment is still needed.
ExploreVerifiable practices for building, observing, and improving technical work.
Explore03 / From the notebook
Software systems
Small modules, readable contracts, and declared responsibilities: architecture becomes useful when it makes decisions reversible.
Continue in the NotebookAI workflow
Technical judgment
04 / Latest release

05 / Method
The notebook uses three evidence states to make the degree of certainty behind every technical decision readable.
01
I start with what I can point to: system behaviour, code, logs, tests, measurements, and stated constraints. Observation must remain distinguishable from interpretation.
02
I connect the signals and propose an explanation. An inference can be useful and still provisional: making it explicit lets others challenge, improve, or replace it.
03
I mark what is missing: an edge case, a production measurement, a primary source, or an experiment. An open question is not a weakness; it is the next verifiable step.
06 / From the field
The most useful analyses do not give a ready-made answer. They help you ask a better technical question.
A working principle
08 / FAQ
Mid-senior developers, tech leads, and people working on real systems who want to sharpen their technical judgment.
No. It is a personal editorial project made of videos, technical notes, experiments, and analysis.
With practical tests, explicit limits, and attention to impact on the process, not the novelty of the tool.