George HuRULES & BEYOND
02

BUILD WITH AI

EXPLORE / CATEGORY

Building with AI

From method to software, a record of AI entering real product work.

NEW 10

PUBLISHED TODAY / NEW WORK

Enter from this direction and find all related work.

Turn AI from an idea into usable products, so new technology can answer concrete, long-term problems.

01NOTE / Practice essay
A controlled AI knowledge pipeline from gathering and structuring through validation and iteration

How to Build a Handbook That Keeps Growing with AI

A seven-step process for sorting, cutting, generating, and validating—not a one-shot AI rewrite.

02NOTE / Team practice
A talent-growth flywheel connecting candidate signals, real tasks, feedback, and reliable output

Recruiting Is Not Resume Filtering. It Is Designing a Growth System.

A law-firm hiring note on task-based screening, salary boundaries, and training AI-native junior teammates.

03SOFTWARE / Product

4G Dongle Manager

An independently developed macOS 4G dongle utility, update center, and account-service roadmap.

04GUIDE / AI practice
A field guide that turns saved ideas into scoped tasks, checks, records, reuse, and iteration

Turn your AI bookmarks into workflows you can actually run

Six reusable structures and six practical routes for turning public AI ideas into bounded, verifiable work.

05GUIDE / AI practice
An AI research loop from a precise question through source checking, filing, and reuse

Save one deep-research run as knowledge you can find again

A practical loop from a precise research question through source checking, Obsidian properties, internal links, and a reuse test.

06GUIDE / AI practice
A knowledge system that turns source material into structured, approved, source-linked answers

Build a team “digital twin” on verified knowledge, not an imitation of the boss

A practical model for turning documents, cases, decisions, and approval rules into a governed knowledge base that AI may query.

07GUIDE / AI practice
A fifteen-minute voice-practice loop: warm up, converse, correct, retry, and track

Make AI voice practice produce measurable language learning

A fifteen-minute speaking loop with a narrow topic, selective correction, immediate retry, and a short review note.

08GUIDE / AI practice
An asynchronous visual pipeline where writing continues while image batches run, then converge at a human gate

Build an AI visual pipeline that does not block the work

A reproducible workflow for parallel image batches, a clear brief, human selection, provenance, and release checks.

09GUIDE / AI practice
An intelligence funnel that turns bounded evidence into three queues: verify, act, and watch

Turn a daily feed into an intelligence brief you can act on

A read-only, bounded workflow for collecting, deduplicating, ranking, and reporting daily signals without pretending the scan was complete.

010GUIDE / AI practice
A consultant-skill system that turns authorised sources into traceable advice through indexing, retrieval, citation, and evaluation

Turn an authorised archive into a traceable consultant skill

A lawful, reproducible method for turning owned, licensed, or public archives into scenario-specific AI skills with citations and evaluation.

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