AI WITHOUT PROMPTS

AI is easy to distrust when it is obviously wrong.
The real trouble begins when it is wrong beautifully.

A polished answer. Impeccable reasoning. Absolute confidence.

And somewhere inside it-a hole.

AI WITHOUT PROMPTS: THE ANATOMY OF KROKOZYABLA is not another collection of "magic prompts." It is a story, an experiment, and a practical working system for people who want to do more with AI than repeatedly rewrite instructions.

The book grew out of the three-stage journey first developed across Taras Bondar's Krokozyabla, Who Are You? trilogy:

CONTROL → COLLABORATION → SELECTION

But ANATOMY is not simply three books collected under one cover.

The ideas, experiments, failures, working mechanisms, and tools developed across the trilogy have been rebuilt and systematized into one coherent architecture-with the story on one side and an engineering reference system on the other.

The first circuit is the live Human × AI experiment.

Born in the cab of a city taxi and developed through research problems, long conversations, mistakes, arguments, kitchen experiments, and occasional computational disasters, it follows a human and AI learning how to work together without pretending that either should become the other.

CONTROL asks how to preserve context, separate established knowledge from plausible invention, verify results, and keep the biological hand on the steering wheel.

COLLABORATION moves beyond the search for a perfect prompt into the Space of Two Voices (2VS) and Humanistic Programming: deliberately shaping the conditions in which Human × AI thinking takes place.

SELECTION asks the next question: when AI can produce another method in seconds, how do you choose the tool that actually belongs in your hand?

Along the way, strange names become practical mechanisms: DUMP, CODE, CANON, the Virtual Department, Fixer, Sledgehammer, Macrophage, Sterile Room, Context Smuggling, Autopilot-and, eventually, the Swiss Army Wardrobe.

Then the second circuit opens:

KROKOZYABLA'S ANATOMICAL ATLAS.

This is where the accumulated experience is taken apart, classified, and rebuilt as a working reference system.

Inside:

14 ARCHITECTURE PASSPORTS
A technical map of the Human × AI working architecture.

20 PATCHES
Rules developed from recurring failures-not merely to correct the latest bad answer, but to change the conditions that allowed the problem to happen.

120 PRACTICAL AI METHODS
A structured tool stack organized across five shelves. Each method includes its purpose, operating steps, a short 2VS command, and constraints for verifying the result.

No coding required.
No giant prompt library.
No perfect-prompt mythology.
No promise that AI will stop making mistakes.

The goal is different:

to turn AI from a machine you keep prompting into a working partner you know how to control, collaborate with, and choose tools for-while keeping human judgment firmly at the wheel.

If the AI FIXER mini-guides are individual tools for individual problems, and the Krokozyabla trilogy is the road on which the system was discovered, ANATOMY is the assembled workshop.

SCIENCE. PRACTICE. IRONY.

STORY + MANUAL.