Category 03

Process

Castro implementation, Vegas Process, validation cycle, task dependency patterns — Four practical frameworks for converting theory into execution.

4

Frameworks

5

Validation Steps

18x

Proven ROI

-40%

Cycle Time

Core Documents

YAML templates, weekly iterations, validation loops, concurrency patterns — Concrete process definitions ready for practical use.

03-01 code

Castro Implementation

Complete YAML templates for all 4 layers and layer transformation protocol via AI prompts.

data_object Complete YAML templates for L1 through L4

view_timeline Lo-fi (1 day) to Hi-fi (few days) to MVP (2 weeks)

call_split Design, Technology, Business — 3 parallel tracks

YAML FastAPI Prototype

code

03-02 casino

Vegas Process

Weekly hypothesis-driven iteration. Complete cycle from Friday retrospective to next week's execution.

Fri

Retrospective

Input for weekend hypothesis generation

Sat

Hypothesis Generation

3-directional delegation: vertical, horizontal, diagonal

Mon

Weekday Execution

Notion → Goblin → Asana → Notion

Fri

Learning Extraction

Feedback into next cycle

Weekly 3-Directional Notion

03-03 labs

Validation Cycle

5-step validation loop. Lean Startup staging and product improvement examples.

5 Steps

Hypothesis building → Validation design → Execute & measure → Analyze & learn → Next hypothesis

summarize

CER Report: Claim, Evidence, Reasoning

Proven Results

Onboarding completion rate +26.4%

ROI 18x

Lean Startup CER 18x ROI

03-04 device_hub

Task Dependency Patterns

Classification of dependent/independent tasks and 4 implementation patterns. Includes git commands and CI/CD configuration.

fork_right

4 Patterns: Implementation via git commands + CI/CD configuration

KPI Targets

Concurrent tasks Team x 0.8

Merge frequency >3x/day

PR cycle <24h

trending_up Cycle time -40%, throughput +50%

CI/CD git -40% Cycle

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