Knowledge Vault Timeline

Chronological record of significant vault milestones and events.

2026-04

  • Apr 25 — Recovery: main was restored to the Phase-2 tip (fc030e4, 2026-03-21) after an unattended automated session force-pushed a single-commit rebuild (“Phase 3 Supernova”, 4bd0727) that orphaned the entire vault history. The bad commit was an unrelated root with no parents; full Phase-2 history was preserved on feat/testing-and-error-handling and used to reset main via --force-with-lease. Bad SHA archived locally as tag archive/phase-3-supernova-bad. Verification post-revert: 134 tests pass, 750 files, 2,842 links, 0 broken, 2 orphans (daily notes). GitHub Pages 403 expected to clear on next deploy run.

2026-03

  • Mar 13 — Milestone 4 closed. Wikilink compliance 57% to 100% (Wave 7). Deploy workflow switched to GitHub-hosted runners.
  • Mar 12 — Project status updated: 20 tracked projects, 5 shipped.
  • Mar 11 — Wave 7: bulk wikilink compliance remediation across 377 files.
  • Mar 10 — Audit Cycle 11: overall Yellow, 5 HIGH issues identified and remediated.
  • Mar 1 — Wave 1 research integration: 188/198 files (95%). 23 new vault pages from external resources.

2026-02

  • Feb 16 — Audit Cycle 9: Stale documentation remediation. Fixed 9 orphans from ops-core sync, corrected metrics across 6 management files.
  • Feb 15 — Ops-core learning data sync: 7 pattern files + 2 project stubs added.
  • Feb 14 — Deployment fix: GitHub Pages environment branch policy updated from master to main. CI Security Check remediated (TruffleHog exclude-paths for research-lab-materials).
  • Feb 14 — Research wave 2: 133 new files integrated (129 notebook outputs + 4 CCC). 29 canonical vault documents created. Orphan regression 3 to 133, then remediated back to 3.
  • Feb 7 — Comprehensive staleness audit: 125 files brought to wikilink compliance, 6 org files updated, noqa cleanup across 109 files. Vault: 377 files.
  • Feb 7 — Milestone 1 progress: Orphans reduced 98 to 3 via 7 index page edits. Phase 6 P3 integration (21 vault files). Research intake protocol created.
  • Feb 7 — GAS documentation remediation: removed fabricated AI-generated names from 7 files.
  • Feb 5 — Comprehensive audit: removed 1,492 duplicate files (46MB), rewrote stale-check.yml, added npm to Dependabot, created CLAUDE.md and LICENSE.
  • Feb 1 — Fixed 20 broken wikilinks, rewrote stale-check.yml workflow, integrated 18 P1-Critical research documents.

2026-01

  • Jan 24 — Audit Cycle 2: Prettier formatting across 287 files, link validation script created, CI caching added.
  • Jan 18 — Audit Cycle 1: Comprehensive data integrity audit (81 files at the time).
  • Jan 15 — Initial content taxonomy established: patterns/, projects/, references/, research/, organization/.
  • Jan 14 — Vault created. Pivoted from WordPress to Quartz + GitHub Pages. Obsidian vault structure reorganized.
  • Jan 13 — TestKitchen best practices documentation added.

764 entries in chronological order

2026

January

Architecture Patterns: Testkitchen Projects

The Planning System Behind 1.6-Hour Deliveries: How GAS Changed How I Build

Building Apps in Public: 10,000 Lines of Code Across 8 Projects

Swift/SwiftUI Patterns That Actually Scale: Lessons from 7,800 Lines of iOS Code

TDD That Actually Speeds You Up: Testing Patterns from 10K Lines of Code

TypeScript Patterns for Real Projects: Factory Functions, Discriminated Unions, and Security

GAS Framework Guide: Testkitchen Projects

Swift/SwiftUI Conventions: Testkitchen Projects

Testing Practices: Testkitchen Projects

TypeScript/React Conventions: Testkitchen Projects

Knowledge Vault

Timeline

Organization Overview

Pattern Library

Navigation Patterns

Observable State Patterns

Persistence Patterns

Context + Reducer Pattern

Factory Pattern with DI

Web Audio Patterns

Project Knowledge

Quest-Forge

CI/CD Patterns

GAS Framework Deep Dive

Infrastructure Patterns

Ops-Core Patterns

Granular Planning

Development Methodology

Systematic Debugging

TDD Workflow

Coding Standards

Monorepo Conventions

Research & POCs

2026-01-16

Correspondence Chess Pro

AloysiusProductions Ops Core

Aloysius Dashboard

Knowledge Vault Data Integrity Audit

Proposer-Solver-Evaluator Pattern

Memory Management Best Practices

Coupling and Cohesion

Dependency Injection

Architecture

Separation of Concerns

SOLID Principles

Boy Scout Rule

Don't Repeat Yourself (DRY)

Craftsmanship

Meaningful Names

Single Responsibility Principle

Small Functions

DevOps

Engineering

Fundamentals

Glossary

Encyclopedia of Code

Machine Learning

Dr. Zero Experiments

JP Academy Experiments

Arrays in Programming

Balanced Binary Search Trees

Code Organization Principles: A Solution for Efficient Record Management

Control Flow Best Practices: A Practical Implementation

Industry-Standard Approaches to Debugging Techniques

Error Handling: Expert-Level Guidance and Performance Optimizations

Functions: Advanced Patterns and Performance Optimizations

Heaps: A Data Structure and Sorting Algorithm

Loops in Software Engineering

Queues in Software Development

Implementing Recursion in Python: A Comprehensive Approach

Scope and Closures in Programming

Refactoring Variables and Types: Best Practices for Clean Code

2026-01-24

TruffleHog on self-hosted runners

Global Type Augmentation

Quartz Type Safety

Angular Development Evaluation

Aloysius Productions Knowledge Vault

ARM64/x64 platform awareness

Docker template field validation

Environment variable hygiene

Hardware capacity documentation

Infrastructure sync discipline

Pre-commit format enforcement

Aloysius Event Horizon

Aloysius Resource Grid

Data Integrity Patterns

Bit Manipulation in Software Development

Graph Traversal: A Comprehensive Guide

Refactoring Graphs for Maintainability

Greedy Algorithms for Egyptian Fractions

Refactoring Strategies for Linked List Implementations

Shortest Path in Software Development

Stacks: A Fundamental Data Structure

Advanced String Algorithms and Performance Optimizations

Tries: A Comprehensive Overview

**Contacts Array Preservation**

Environment-aware scripts with graceful degradation

**External ID Deduplication**

Headless Rendering with Data Injection

**Manual-First Automation Discovery**

Natural Language → Structure Parsing

Rough mode / Polished mode separation

Single-block ALP pseudocode structure

Threshold-based resource alerting

Variables API for data-driven rendering

Multi-Stage NL-to-Code Pipeline

dr-zero-local

JP Code Academy

Organizational Synchronization Frameworks

Scaffolding Tools Evaluation

Transcription Services for Voice Memo→Text

AssemblyAI

AWS Transcribe

Dashboard aggregation debugging

File Sharing Services Evaluation

Google Speech-to-Text

Missing .gitmodules investigation

OpenAI Whisper API

Pseudocode Organizational Adoption

Service

Transcription Services Evaluation

Yellicode Code Generation

2026-01-31

Implementing Classes and Objects with Robustness and Industry Standards

Composition vs Inheritance in Object-Oriented Programming

Encapsulation in Software Development

Refactoring Strategies for Improving Inheritance Implementation

Interfaces and Protocols: A Fundamental Concept in Software Development

Polymorphism Strategies: A Balanced Analysis

Divide and Conquer Algorithms

Refactoring Strategies for Improving Searching Algorithms Implementation

February

Espanso Text Expansion

Procedural Generation Workflows

Synthetic Data Generation

JP Developer IDE

Aloysius Research Lab

DiceRoller

Quartz SPA Navigation Architecture

PARA-Zettelkasten Hybrid Methodology

Zettelkasten Implementation in Obsidian

Clean Code Practices and ALP Framework

Claude and Gemini Integration Protocol

Gemini CLI Optimization

Gemini Loop Prevention

MCP Security for Agentic Workflows

Optimal Small AI Training

Optimizing Gemini for GAS Alignment

Career Path Exploration

CRDT Collaborative Editing

Organizational Dynamic Programming

Blender Headless Automation

Kdenlive-Blender Integrated Pipeline

Kdenlive NLE Workflows

Remotion Video-as-Code Framework

Video Forensics and AI Detection Analysis

Submodule references

Velocity Insights

Research Intake Protocol

Tech Stack

AutoKey Linux Desktop Automation

The Code Supply Chain: Managing Software Dependency Risk

Data Deduplication Architecture Patterns

GIMP Headless Automation for Video Pipeline

Hammerspoon macOS Automation

Homelab File Management Principles

Monorepo Folder Cleanup and Environment Organization

PyAutoGUI Cross-Platform GUI Automation

Sea Captain Port Management

SikuliX Visual GUI Automation

The Architecture of Secure SSH Fleet Management

Terminal Workflow Optimization

Zero Trust Blueprint for Secure External Access

Digital to the Core — Summary

An Elegant Puzzle: Systems of Engineering Management — Summary

High Output Management — Summary

Engineering Management References

The Innovator's Dilemma — Summary

Leading Snowflakes: The Engineering Manager Handbook — Summary

Monetizing Innovation — Summary

Radical Candor — Summary

The Second Machine Age — Summary

Sooner Safer Happier — Summary

The Manager's Path — Summary

The Phoenix Project — Summary

What You Do Is Who You Are — Summary

Building a Modern Data Center — Summary

Data Center Design and Standards

Building a Data Warehouse

Database Internals — Summary

Designing Data-Intensive Applications (DDIA) — Summary

System Design Interview: An Insider's Guide — Summary

Accelerate: The Science of Lean Software and DevOps — Summary

ANSI Escape Sequences for Terminal Customization

What Is ChatGPT Doing and Why Does It Work?

Claude Code Hooks Workflow Automation

Complexity Explained — Summary

Creativity, Inc. — Summary

Designing for Performance — Summary

Compact Directory Listing Commands

Django CMS Viability Assessment

Dogfooding Best Practices

Ergodic Theory Foundations

Ergodicity Economics — Collected Sources

Frontend Architecture for Design Systems — Summary

Gherkin and Testing Framework Evaluation

Laws of UX — Summary

Making Better Decisions Using Systems Thinking — Summary

npm ci Lockfile Sync Errors

OBS Audio/Video Sync Troubleshooting Guide

Obsidian Learning Plan

Software & Systems Requirements Engineering: In Practice

Architecting Research Integrity: The Future of Data Stewardship

Robot Framework Evaluation

RSI, Feynman Principles, and Epistemic Methods

Architecting the Modern Software Supply Chain

Architectural Standards for Advanced SSH Protocol Hardening

The Ultimate Startup Guide to Outbound Sales

SWEBOK Guide v3.0 — Summary

A Systems Thinking Framework for Knowledge Management

Systems + Thinking: An Overview — Summary

The Systems Thinking Playbook — Summary

Thinking in Systems: A Primer — Summary

AI Engineering: Building Applications with Foundation Models

Artificial Intelligence: A Guide for Thinking Humans — Summary

The Alignment Problem — Summary

CRISP Review of Dr. Zero: Self-Evolving Search Agents

Efficient Machine Reading Comprehension — FastFusionNet & Integrated Triaging

ML Engineering References

Knowledge Vault: Web-Scale Probabilistic Knowledge Fusion

The Little Book of Deep Learning — Summary

Neural Symbolic Machines: Semantic Parsing on Freebase

Never-Ending Language Learner (NELL)

Path Ranking Algorithm — Collected Papers

ProPPR: Efficient Inference and Learning in a Large Knowledge Base

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Reinforcement Learning: An Introduction (2nd Ed) — Summary

Situational Awareness: The Decade Ahead — Summary

The Coming Wave — Summary

Utility-Based Information Distillation Over Temporally Sequenced Documents

Team Topologies — Summary

Flowcharts, Algorithms, and Pseudocode

IRC Commands Cheat Sheet

The Dummies' Guide to Software Engineering

TestKitchen References

Claude to Gemini Context Handoff

Automated Ticket Management and Issues-as-Code

Custom GSD to GAS Implementation Strategy

Solopreneur Content Stack Architecture

Studio Model Transition and Governance Strategy

Hardened Remote Access Strategies for the Solopreneur Homelab

Active Research Index

How to Build an AI Data Center

Firefly III Personal Finance Manager Evaluation

Free Cloud Tier Strategy and Solopreneur Mesh Architecture

Homelab Audit and Hardware Optimization

Sovereign Meta-Engineering: The Iron Cloud Architecture

Plane Project Management Evaluation

RAG Embedding Pooling Type Error Resolution

Self-Hosted CRM and Operational Stack for Solopreneurs

Strapi Headless CMS Evaluation

Volmarg Personal Management System Evaluation

Federated Data Governance and Research Integrity Architecture

A Systems Thinking Framework for Knowledge Management

Dynamic SDF Rendering for Automated Video

Lua Multimedia Scripting

React Component-Based Video Generation

Stream Operations and Technical Director Hardware

Streaming Control Center Hardware Packages

Sovereign Meta-Engineering: The ALP and Automated Delivery Engine

The Behavior-First Frontend Factory

The Behavior-Locked Frontend Pipeline

The Code-as-Video Compiler — Procedural Media and RSI Pipelines

The JP Loop: Recursive Intelligence and Epistemic Mastery

The Big Book of Generative AI

The Big Book of MLOps (2nd Edition)

A Compact Guide to Retrieval Augmented Generation (RAG)

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for LLMs

DeepSeek-OCR: Context Optical Compression

Dr. Zero: Self-Evolving Search Agents without Training Data

Learning to Organize Knowledge and Answer Questions with N-Gram Machines

A Compact Guide to Fine-Tuning and Building Custom LLMs

R-Zero: Self-Evolving Reasoning LLM from Zero Data

SimpleMem: Efficient Lifelong Memory for LLM Agents

Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models

Offline AI and On-Device Intelligence — Survey

Tiny Machine Learning and On-Device Inference: A Survey

Organization as Code: The Deterministic Infrastructure Blueprint

Organization as Code: The Self-Healing Infrastructure Framework

Organizational Dynamic Programming and the Sovereign Meta-Engineering Framework

Semantic Security: The Strategic Defense Architecture Protocol

Spycraft-Inspired Semantic Verification for DevSecOps

Automated Fault Diagnosis with Event Traces

Contextual Graph Attention for Knowledge Graph Reasoning

Probabilistic Model for Contextual Retrieval

Efficient Structure Learning for CRFs and MRFs

CRISP Review of Dr. Zero: Implications for Pattern Recognition

Data Sharing Governance in Research

Fast Reading Comprehension with ConvNets

Geographic Question Answering and Spatial Representation Learning

JAVELIN IV: Cross-Lingual Question Answering System

Memory Augmented Policy Optimization for Program Synthesis

Neural Program Planner for Structured Predictions

Reading The Web with Learned Syntactic-Semantic Inference Rules

Athenaeum

audio

cag

Cipher (@ap/crypto)

Forge

GTD

gw

Haven

Meridian

source-adapter

gloriously-awesome-system

Chess (Correspondence Chess Pro)

aura

eliza-engine

2026-02-14

BDD-to-Code Pipeline

Centralized Utility API Architecture

Data Deduplication Patterns

Neural Gateway Architecture

Software Dependency Management

Aura

Cards and Games

Chess

Remotion Best Practices Skill Reference

Simon Willison Blog Digest — January 2026

Microservices & Asynchronous Task Queues

Von Neumann Bottleneck

Backend Security Principles

AI Tool Ecosystem Optimization Strategy

Integrated Operations & AI Tool Strategy

Tiered AI Task Routing

Friction Logging Pipeline

Organizational Brain API

Code-as-Video Compiler

Epistemic Gym Architecture

Feynman Stress Test Patterns

Socratic Tutor Architecture

Sovereign Meta-Engineering Framework

Stubborn Student Protocol

Synthetic Reality Engine

API Economy of Autonomous Pods

Organization as Code Infrastructure

Organization as Platform Architecture

OSOS Architecture Evolution

Documentation as Security Gate

Dual-LLM Sanitization Architecture

Prompt Injection Defense Patterns

SSH & Zero-Trust Homelab Access Architecture

Dad Joke Generator (djg)

aloysius-references

AI Tool Evaluation

Claude Code Patterns

Coding Agents Testing Patterns

Pseudogen

Programming Fundamentals

2026-02-18

Agent Scratchpad Workspace Pattern

AI Agent Execution Constraints

Boundary Guard Hooks: Pre-Execution File Access Enforcement

Context Refresh System: Session State Management

Human-in-the-Loop Approval Gates

Polyglot Monorepo Architecture

Playground

Organizational Intelligence and Knowledge Synthesis

Resilient Infrastructure and Zero-Trust Security Architecture

DevSecOps Practices

Professional Software Engineering and Architectural Patterns

Software Craftsmanship Principles

Applied Machine Learning and AI Frameworks

Neural Language Modeling and the Transformers Ecosystem

NLP Evaluation Metrics

Semantic Search and Text Embeddings

Subword Tokenization Algorithms

Algorithmic Theory and Computational Logic

Standardized Pseudocode and Pedagogical Methods

Agentic Pipeline Orchestration: GTD-to-Archive Workflow

OpenSpec Agent Workflow Lifecycle

Homelab Hardware Fleet Deployment

Secrets Management Architecture

TrueNAS Security and Private Cloud Storage

2026-02-22

Copilot Task Claim Protocol

Copilot CLI as Background Task Executor

March

Project Status

Dice

FortuneTeller

iOS Projects

Web Projects

SoundBoard

API Design

Circuit Breaker

CQRS

Event-Driven Architecture

Microservices

Continuous Integration and Delivery

Docker

GitOps

Infrastructure as Code

Kubernetes Concepts

Estimation

Requirements Engineering

Software Maintenance

Software Testing

Technical Debt Management

Embeddings

Fine-Tuning

Neural Networks

Supervised Learning

Transformers

Data Integrity Initiatives

Technical Debt Registry

Velocity Insights

3-scanner security architecture

AI Context Injection

AI summarization pipeline

AloysiusTheme enum with static colors

appwriteService abstraction

Async session context manager

Atomic file write

Capture/Process/Organize flow

Category-to-type mapping

Centralized constants file

CI pipeline

CI QA gate with representative graphs

Circuit breaker (3 states)

Circuit breaker status

Circuit breaker

Color.init(hex:) extension

Compliance verification UI

Consumer integration smoke test

Context + useReducer + action types

createTables() must mirror migrations

Credential permission verification

Cross-cutting theme clusters

Cryptographic key exchange

CSS custom properties + @theme inline for runtime theming

Custom CodeMirror language

Custom hook (useInbox) wrapping context

DiceCollection as ObservableObject

DiceType CaseIterable enum

Domain READMEs with YAML examples

Drift prediction visualization

Dynamic source registry

EncryptedPayload type

ErrorBoundary component

ErrorBoundary wrapper component

ErrorToast component

EVALUATION.md as standard POC deliverable

Exported pure helpers for testability

Feature-based store pattern

Form Component Pattern

Frontmatter draft handling

GA event tracking via functional component

gas-manifest.json for critical file tracking

GAS Planning

Git for change tracking

Graduation Criteria

Graph builder helpers

Graph diagnostics

handleEventName for event handlers

Idempotent auto-creation

Immutable effect processing

Immutable graph editing helpers

IndexedDB migration protocol

Infrastructure separation

Integration interface (connect/getProjects/createTask)

IntegrationService facade

Intelligent response generation

Lazy Directory Loading

localStorage mock in test environment

localStorage persistence with Zod validation

localStorage Persistence

MainTabView with AppMode enum

Market analysis before POC

Metadata schema validation

Minimum 2 wikilinks per doc

Mirror-based backup

Module-export services (not class-based)

Monaco Model Registry

Monte Carlo goal forecasting

Multi-pane agent parallelism

NarrativeEngine wrapper pattern

Optional dependency import

Optional interface methods for variant behavior

Orphan page detection

Path traversal protection

Peer-to-peer messaging

Perceptual hash similarity

Persona system with rule precedence

Phase-based incremental delivery

POC Directory Structure

Pre-commit secret scanning

Project with embedded tasks

Property-based tests

PROTOCOL.md as experimental process doc

QA gate helper

Quiz Variation Transforms

QuizEngine state machine

READMEs in empty directories

Reference material in library/

Reference repos as read-only archives

Research integration pipeline

Safe-first merge ordering

Scale testing

SecretStr for credentials

Segment-based template parsing

Self-contained generated files for cross-tool interop

Sequential dependabot merge with rebase cycle

Session serialization

Simulation Service

Single App component with useState hooks

Slot subtraction algorithm

Source adapter ABC

Source adapter interface

Static factory method on DiceRoll

Stub-first shared resources

Tab persistence via localStorage

Tailwind-first component styling

Telemetry hooks

Template file exclusion

Template interpolation caching

Template interpolation with caching

Temporal middleware wrapper

Three-layer accessibility enforcement

`to_dict()`/`from_dict()` serialization

Token bucket rate limiter

Token bucket rate limiting

TruffleHog exclude-paths

Undoable actions (delete + snooze)

Unified directed graph

useConnectionStatus hook

useMemo for board layout parsing

useNewMessageNotification hook

useRoom hook

VERIFICATION.md per phase

WCAG contrast validation engine

Wikilink + standard link parse

Write-through Dexie sync middleware

Zod Schema Validation

Zustand + persist for client state

Zustand slice composition

Dry run mode pattern

FOUC prevention for dynamic theme properties

Git branch as coordination primitive

Hunk-based Diff Workflow

Release readiness workflow

Security gate before deploy

Thin command wrappers + rich workflow delegation

Workflow graph navigation

YAML for structured data

Achievement system with unlock conditions

AmbientBackground

Animation+Presets extension

@AppStorage with enum rawValue bridge

AppTheme + ThemeManager

`as const` object + union type

AudioService singleton

Color+Hex extension

CustomTemplateStorage with @Observable

Enum-based content collections (SampleStory.all)

@Environment injection for services

EnvironmentKey for layout metrics

fullScreenCover modal navigation

HapticService with named patterns

History with deduplication and limit

Lazy-loaded service instances per ViewModel

MesmerizingButtonStyle

MesmerizingCard

MesmerizingTextField

MVVM with @MainActor ObservableObject

MVVM with @MainActor ViewModels

NavigationStack + Route enum

ParticleEmitterView via UIViewRepresentable

PressableButtonStyle

Protocol-based prediction/content providers

Protocol-based service abstraction

ScaleButtonStyle

Semantic color aliases (theme-prefixed)

Silent error fallbacks with nil-coalescing

Singleton streak tracking (StreakManager)

StorySegment enum (.text / .blank)

SystemSoundID constants enum

ThemeManager @EnvironmentObject injection

UserPreferences singleton with @AppStorage

View .id() modifier for scene transitions

Word pool combinatorial generation

ADSR synthesis

Audio context autoplay handling

Audio stream processing

Bidirectional conversion pattern

Board management pattern

Conversation state machine

CryptoBackend interface

CSS co-location

Dashboard aggregation

Direct store integration testing

Eliza pattern matching engine

ELIZA rule matching

ESM module separation

Fetch scripts

fetchWithRetry utility

Fire-and-forget persistence

Graph health reporting

Immutable progress tracker

KeyStorage interface

localStorage validation

MIME fallback chain

MIME type fallback pattern

Minimal interface types

Mode-based UI switching

Multi-pane productivity workflow

PascalCase components, camelCase services

@path alias (@/ -> src/)

Pattern matcher with capture groups

React.FC typing with explicit Props types

RecordingService singleton

Recursive tree manipulation

REPL interface pattern

Response variety cycling

Safe reflection pattern

SliderControl component

SoundGenerator with presets

Stack-based scope tracking

TContext generic

tmux session launcher

Topic memory pattern

TypeScript project references

useAudio hook

useCallback for move handler

useKeyboard hook

useLongPress hook

usePeer hook

User persona simulation

Vitest setup with react-ga4 mocking

WebSocket broadcast for cross-device sync

Weighted rule matching

BardFill

CommandCenter

ComposeFlow

DocForge

LawForge

Muse Studio

Narrative Engine

Pipeline

Sentinel

Snake

Stock Art Collector

Tavern

MadLibs

Poker

Eliza

Walkie-Talkie

Agent Patterns

Chain-of-Thought

Context Windows

Evaluation Frameworks

Function Calling

Grounding

Hallucination Mitigation

AI & Agents

Multi-Agent Systems

Prompt Engineering

Tool Use

Gloriously Awesome System

AP Ecosystem

Knowledge Vault

Multi-Agent Workflow

Ops-Core

Tiered AI Routing

Caching Strategies

GraphQL

Hexagonal Architecture

Load Balancing

REST API Design

Code Comments

Code Inspection

Code Metrics

Code Reviews

Composition Over Inheritance

Design by Contract

DRY Principle

KISS Principle

Pair Programming

YAGNI Principle

Blue-Green Deployment

Feature Flags

Monitoring

Observability

Site Reliability Engineering (SRE)

API Versioning

Code Complexity

Dependency Management

Incident Response

System Design

B-Trees

Big O Notation

Concurrency

Data Structures Overview

Dynamic Programming

Floating-Point Arithmetic

Hash Tables

Regular Expressions

Sets

Sorting Algorithms

State Machines

MLOps

Model Evaluation

Overfitting

Retrieval-Augmented Generation (RAG)

Vector Databases

Eliza module resolution

Monte Carlo Simulation for Financial Forecasting

Phase 3 LLM Integration

Real-time ADSR visualization

Settings persistence patterns

Academy quiz bank generation

ADSR envelope implementation

AI decision engine

Capture group substitution

Character choice filtering

Creative mode mix-and-match

Feature stripping approach

Hand evaluation algorithm

Keyboard event handling

Monaco Editor integration

Pattern matching engine

Plain-text game code sync

Response cycling

Scene transition system

Story branching engine

SwiftUI dice animation

TanStack Router file-based routing

Tauri 2.x + React 19

Template system

Text animation (typewriter)

Topic memory tracking

Web Audio oscillator synthesis

Word bank generation

Zustand state management