FIELD NOTES

Software delivery thinking, tested against the work.

Long-form notes on estimation, product judgment, delivery systems, and the responsible use of AI in software engineering. The standard is practical evidence—not content volume.

FIRST ARTICLE

In editorial review.

The first essay is being prepared now. It will be authored by Oleksii, dated, reviewed for factual claims, and updated transparently when the evidence changes.

01

Software delivery

How scope, architecture, feedback, acceptance, and commercial commitments interact in real projects.

02

Estimation

Ranges, assumptions, reference classes, uncertainty, and the line between a useful estimate and false precision.

03

AI-assisted engineering

Where AI genuinely changes delivery economics—and where accountability must remain human.

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