Book → capstone → solution → repository

Solutions

Practical applications, tools and experiments built from the ideas developed in the books.

Books explain the system. These entry points help you use it.

01Book

Understand the current technique, mechanism, evidence and failure modes.

02Capstone

Turn the argument into a complete implementation that can be tested.

03Solution

Package the result around a real problem and a concrete outcome.

04Repository

Keep the implementation, experiments and evidence inspectable.

5Total solutions
2Live
1Building
0Reference
2Planned
Solution library

Browse by domain

Browse the solution library by domain. Each solution page connects a real problem to its mechanism, implementation and supporting evidence.

Browser Ai

1 solution
Building Experiment

Browser AI

Experiments and practical patterns for local models, browser-native tools and user-controlled AI.

Problem Browser-native AI needs patterns for capability, safety and user control that don't exist yet.
Outcome Tested patterns for local models, observability, tooling, security and personal policy.
Book: Browser AI From First Principles

Embedding Infrastructure

1 solution
Planned Application

RELATE

An embedding runtime that knows its own limits: representation, similarity, retrieval, calibration and alignment with measured trust conditions.

Problem Similarity scores are treated as answers while the conditions that make embedding geometry trustworthy stay unmeasured.
Outcome A retrieval runtime that states when its geometry can be trusted, and refuses to pretend when it cannot.
Book: Embeddings From First Principles

Language Model Programming

1 solution
Planned Application

Self-Improving Engineering Program

Turn language-model behavior into an experimental variable: compiled programs, independent metrics and promotion rules that justify replacing what already works.

Problem Prompt wording is craft; there is no disciplined way to say what may change, what evidence guides the change, or what justifies a replacement.
Outcome A program whose behavior can be varied, measured and compared — with optimization kept separate from claims of improvement.
Book: DSPy From First Principles

Prompts

1 solution
Live Application

Prompt Systems

Move beyond isolated prompts into reusable techniques, composed workflows and working sessions.

Problem Isolated prompts are hard to reuse, compare and improve.
Outcome A library of reusable prompt techniques, workflows and recorded sessions.
Book: Freestyle Cognition

Toolkit

1 solution
Live Toolkit

AI Toolkit

Small, focused applications that wrap useful AI workflows in an accessible interface.

Problem Ideas from the books need a concrete place to be tried on real tasks.
Outcome A toolkit that turns book ideas into research, planning, writing and building workflows.
Book: Applied AI