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Philosophy to Code

Direct mapping from Monokinetic philosophy to MonoTerm architecture.
╔═══════════════════════════════════════════════════════════════════════════════╗
║                                                                               ║
║   "Monokinetics is not a philosophy about structure.                          ║
║    It is the name of a structure that has already begun."                     ║
║                                                                               ║
║   MonoTerm is that structure, rendered in code.                               ║
║                                                                               ║
╚═══════════════════════════════════════════════════════════════════════════════╝

The Mapping Table

┌─────────────────────────────────────────────────────────────────────────────────┐
│  PHILOSOPHY → CODE MAPPING                                                       │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│  Principle                      Implementation              Key Mechanism        │
│  ─────────────────────────────  ───────────────────────    ──────────────────── │
│  "Existence before Distinction" Atomic Loop                 BSU/ESU markers      │
│  "mono-" not "syn-"             SessionActor Pattern        MPSC channels        │
│  "Understanding in gaps"        Smart Differential          Fingerprint compare  │
│  Human ◈ Computer               ACK Flow Control            Consumer-driven      │
│  "Age of Meaning"               Atomic UX                   Complete frames      │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

1. “Existence Before Distinction” → Atomic Loop

The Philosophical Principle

┌─────────────────────────────────────────────────────────────────────────────────┐
│  MONOKINETIC PRINCIPLE                                                          │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   "Existence before Distinction, Execution before Thought"                      │
│                                                                                  │
│   Traditional approach:                                                         │
│   ─────────────────────                                                         │
│       Input ───→ Parse ───→ Process ───→ Render                                │
│       (separate, sequential steps)                                             │
│                                                                                  │
│   Monokinetic approach:                                                         │
│   ─────────────────────                                                         │
│       ┌─────────────────────────────────────┐                                  │
│       │   Input ◈ Parse ◈ Process ◈ Render  │                                  │
│       │        (one indivisible motion)     │                                  │
│       └─────────────────────────────────────┘                                  │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The MonoTerm Implementation: Atomic Loop

┌─────────────────────────────────────────────────────────────────────────────────┐
│  ATOMIC LOOP - VIRTUAL SYNCHRONIZED RENDERING                                    │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   Frame N                          Frame N+1                                    │
│   ────────                         ─────────                                    │
│                                                                                  │
│   ┌─────────────┐                 ┌─────────────┐                              │
│   │  BSU        │ ←── Begin       │  BSU        │                              │
│   │  ┌───────┐  │                 │  ┌───────┐  │                              │
│   │  │ Data  │  │     Invisible   │  │ Data  │  │                              │
│   │  │ Data  │  │     buffering   │  │ Data  │  │                              │
│   │  │ Data  │  │                 │  │ Data  │  │                              │
│   │  └───────┘  │                 │  └───────┘  │                              │
│   │  ESU        │ ←── End         │  ESU        │                              │
│   └─────────────┘                 └─────────────┘                              │
│         │                               │                                       │
│         └───────────────────────────────┘                                       │
│                       │                                                         │
│                       ▼                                                         │
│              ┌────────────────┐                                                │
│              │ Atomic Render  │                                                │
│              │  (one moment)  │                                                │
│              └────────────────┘                                                │
│                                                                                  │
│   ════════════════════════════════════════════════════════════════════════════  │
│                                                                                  │
│   The distinction between "buffering" and "rendering"                           │
│   exists only in description, never in experience.                             │
│                                                                                  │
│   To the user, there is only: screen → new screen                              │
│   No intermediate state is ever witnessed.                                     │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The Connection

┌─────────────────────────────────────────────────────────────────────────────────┐
│  PHILOSOPHY → IMPLEMENTATION                                                     │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   "Existence before Distinction"                                                │
│        │                                                                        │
│        │  means                                                                 │
│        ▼                                                                        │
│   The rendered frame EXISTS before any distinction between                      │
│   "input" and "output" can be made.                                            │
│        │                                                                        │
│        │  implemented as                                                        │
│        ▼                                                                        │
│   ┌────────────────────────────────────────────────────────────────────┐       │
│   │                                                                    │       │
│   │   ATOMIC LOOP                                                      │       │
│   │                                                                    │       │
│   │   • All data between BSU/ESU collected invisibly                  │       │
│   │   • Cursor hidden during frame construction                       │       │
│   │   • Frame appears complete (existence)                            │       │
│   │   • Components indistinguishable (no distinction)                 │       │
│   │                                                                    │       │
│   │   Timing: One frame at 60fps (~16ms)                              │       │
│   │   Mechanism: BSU/ESU markers from VTE                             │       │
│   │                                                                    │       │
│   └────────────────────────────────────────────────────────────────────┘       │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

2. “mono-” Not “syn-” → Single Pipeline

The Philosophical Principle

┌─────────────────────────────────────────────────────────────────────────────────┐
│  WHY "MONO-" NOT "SYN-"                                                          │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   "syn-" implies:                                                               │
│   ─────────────────                                                             │
│   • Multiple distinct movements                                                 │
│   • Collaboration between separate entities                                     │
│   • Coordination of different things                                            │
│                                                                                  │
│   "mono-" means:                                                                │
│   ─────────────────                                                             │
│   • One indivisible motion                                                      │
│   • What appears separate was always unified                                    │
│   • No seams, no boundaries                                                     │
│                                                                                  │
│   ════════════════════════════════════════════════════════════════════════════  │
│                                                                                  │
│   "What appears to be distinct collaborative movements                          │
│    was always one indivisible motion shaped by illusion."                       │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The MonoTerm Implementation: Single Pipeline

┌─────────────────────────────────────────────────────────────────────────────────┐
│  TRADITIONAL TERMINAL ARCHITECTURE (syn-)                                        │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   ┌──────────┐    ┌──────────┐    ┌──────────┐    ┌──────────┐                 │
│   │   PTY    │───→│  Parser  │───→│  Buffer  │───→│ Renderer │                 │
│   └──────────┘    └──────────┘    └──────────┘    └──────────┘                 │
│        ↑              ↑               ↑               ↑                         │
│        │              │               │               │                         │
│   Separate process  Separate module  Separate store  Separate draw              │
│                                                                                  │
│   These components "synchronize" (syn-) through:                                │
│   • Message queues                                                              │
│   • Shared memory locks                                                         │
│   • Event callbacks                                                             │
│   • State reconciliation                                                        │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

┌─────────────────────────────────────────────────────────────────────────────────┐
│  MONOTERM ARCHITECTURE (mono-)                                                   │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   ┌─────────────────────────────────────────────────────────────────────────┐  │
│   │                                                                         │  │
│   │    PTY ══════════════════════════════════════════════════▶ Screen      │  │
│   │                                                                         │  │
│   │              ONE PIPELINE                                              │  │
│   │                                                                         │  │
│   │    ┌─────────────────────────────────────────────────────────────┐    │  │
│   │    │                                                             │    │  │
│   │    │   PTY   │   VTE    │  Atomic   │  ACK    │  Direct   │     │    │  │
│   │    │  Read   │  Parse   │  State    │  Gate   │  Inject   │     │    │  │
│   │    │         │          │           │         │           │     │    │  │
│   │    └─────────────────────────────────────────────────────────────┘    │  │
│   │                                                                         │  │
│   │    Not 5 components. ONE MOTION with 5 views.                          │  │
│   │                                                                         │  │
│   └─────────────────────────────────────────────────────────────────────────┘  │
│                                                                                  │
│   There are no boundaries. Data flows through without stopping.                 │
│   The "components" are descriptions, not divisions.                            │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The Connection

┌─────────────────────────────────────────────────────────────────────────────────┐
│  PHILOSOPHY → IMPLEMENTATION                                                     │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   "mono-" (one) not "syn-" (together)                                           │
│        │                                                                        │
│        │  means                                                                 │
│        ▼                                                                        │
│   The terminal is not multiple systems "working together".                      │
│   It is ONE system that we describe using multiple words.                       │
│        │                                                                        │
│        │  implemented as                                                        │
│        ▼                                                                        │
│   ┌────────────────────────────────────────────────────────────────────┐       │
│   │                                                                    │       │
│   │   SINGLE PIPELINE - THE SESSIONACTOR PATTERN                       │       │
│   │                                                                    │       │
│   │   • No message passing between "components"                       │       │
│   │   • No shared memory locks                                        │       │
│   │   • No event reconciliation                                       │       │
│   │   • Data transforms continuously without boundaries               │       │
│   │                                                                    │       │
│   │   Built with Rust ownership:                                       │       │
│   │   ─────────────────────────                                        │       │
│   │   • SessionActor: ONE owner, NO locks                             │       │
│   │   • MPSC channels: ONE direction, NO coordination                 │       │
│   │   • Result: Deadlock impossible, ordering guaranteed              │       │
│   │                                                                    │       │
│   └────────────────────────────────────────────────────────────────────┘       │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

3. “Understanding in the Gaps” → Smart Differential

The Philosophical Principle

┌─────────────────────────────────────────────────────────────────────────────────┐
│  THE MIRROR METAPHOR                                                             │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   "Understanding is not the completion of structure,                            │
│    but the motion formed in the gaps."                                          │
│                                                                                  │
│   ════════════════════════════════════════════════════════════════════════════  │
│                                                                                  │
│   Traditional view:                                                             │
│   ─────────────────                                                             │
│       Understanding = Knowing everything                                        │
│       Completeness = Having all the data                                        │
│                                                                                  │
│   Monokinetic view:                                                             │
│   ─────────────────                                                             │
│       Understanding = Recognizing what CHANGED                                  │
│       Meaning = The DIFFERENCE, not the whole                                   │
│                                                                                  │
│   The gaps (what changed) carry the meaning.                                    │
│   The unchanged carries no new information.                                     │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The MonoTerm Implementation: Smart Differential

┌─────────────────────────────────────────────────────────────────────────────────┐
│  DIFFERENTIAL RENDERING                                                          │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   Previous Frame                    Current Frame                               │
│   ──────────────                    ─────────────                               │
│                                                                                  │
│   Line 1: "Hello World"             Line 1: "Hello World"        ── SAME        │
│   Line 2: "$ ls -la"                Line 2: "$ ls -la"           ── SAME        │
│   Line 3: "file.txt"                Line 3: "README.md"          ── CHANGED!    │
│   Line 4: "config.json"             Line 4: "config.json"        ── SAME        │
│   Line 5: "$"                       Line 5: "$"                  ── SAME        │
│                                                                                  │
│   ════════════════════════════════════════════════════════════════════════════  │
│                                                                                  │
│   Result: Only Line 3 is sent to frontend.                                     │
│           99.95% of data is NOT transmitted.                                   │
│                                                                                  │
│   ════════════════════════════════════════════════════════════════════════════  │
│                                                                                  │
│   The MEANING is in the gap (Line 3).                                          │
│   The unchanged lines carry no information.                                    │
│   Understanding comes from the difference.                                      │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The Connection

┌─────────────────────────────────────────────────────────────────────────────────┐
│  PHILOSOPHY → IMPLEMENTATION                                                     │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   "Understanding... the motion formed in the gaps"                              │
│        │                                                                        │
│        │  means                                                                 │
│        ▼                                                                        │
│   Meaning is not in the data itself.                                           │
│   Meaning is in what CHANGED from before.                                      │
│        │                                                                        │
│        │  implemented as                                                        │
│        ▼                                                                        │
│   ┌────────────────────────────────────────────────────────────────────┐       │
│   │                                                                    │       │
│   │   SMART DIFFERENTIAL                                               │       │
│   │                                                                    │       │
│   │   • Each line gets a fingerprint (64-bit)                         │       │
│   │   • Comparison is instant - just compare fingerprints             │       │
│   │   • Only changed lines (gaps) are processed                       │       │
│   │   • The system focuses on DIFFERENCE, not totality               │       │
│   │                                                                    │       │
│   │   Fingerprint match = No meaning (skip)                           │       │
│   │   Fingerprint mismatch = HERE IS MEANING (process)                │       │
│   │                                                                    │       │
│   │   Technology: Rust's SipHash (fast, non-cryptographic)           │       │
│   │                                                                    │       │
│   └────────────────────────────────────────────────────────────────────┘       │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

4. Human ◈ Computer → ACK-Based Flow Control

The Philosophical Principle

┌─────────────────────────────────────────────────────────────────────────────────┐
│  LICKLIDER'S VISION REINTERPRETED                                                │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   Original Licklider (1960s):                                                   │
│   ──────────────────────────                                                    │
│                                                                                  │
│       Human ←──── Symbiosis ────→ Computer                                      │
│                                                                                  │
│       Two entities, working together                                            │
│                                                                                  │
│                                                                                  │
│   Monokinetic Reinterpretation:                                                 │
│   ─────────────────────────────                                                 │
│                                                                                  │
│       ┌───────────────────────────────────────────┐                            │
│       │          Human ◈ Computer                 │                            │
│       │                                           │                            │
│       │   A single, undivided movement            │                            │
│       │   Not coexistence, but unity              │                            │
│       └───────────────────────────────────────────┘                            │
│                                                                                  │
│   The human does not "use" the terminal.                                        │
│   Human + Terminal form ONE cognitive unit.                                     │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The MonoTerm Implementation: ACK-Based Flow Control

┌─────────────────────────────────────────────────────────────────────────────────┐
│  CONSUMER-DRIVEN BACKPRESSURE                                                    │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   Traditional terminals (Producer-driven):                                      │
│   ────────────────────────────────────────                                      │
│                                                                                  │
│       PTY ──→ Buffer ──→ Buffer ──→ Buffer ──→ Render                          │
│                                                                                  │
│       Producer (PTY) decides when to send.                                      │
│       Human must cope with whatever speed.                                      │
│       Human adapts to machine.                                                  │
│                                                                                  │
│                                                                                  │
│   MonoTerm (Consumer-driven):                                                   │
│   ──────────────────────────                                                    │
│                                                                                  │
│                      ┌──────────────────────────────────────┐                  │
│       PTY ──→ Gate ──│ WAIT until human ready (ACK received)│──→ Render        │
│                      └──────────────────────────────────────┘                  │
│                                  ↑                                              │
│                                  │                                              │
│                              ACK signal                                         │
│                           (human ready)                                         │
│                                                                                  │
│       Consumer (human perception) decides when to receive.                      │
│       Machine adapts to human.                                                  │
│       Machine becomes extension of human cognition.                            │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The Connection

┌─────────────────────────────────────────────────────────────────────────────────┐
│  PHILOSOPHY → IMPLEMENTATION                                                     │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   Human ◈ Computer (unity, not symbiosis)                                       │
│        │                                                                        │
│        │  means                                                                 │
│        ▼                                                                        │
│   The computer is not a tool the human uses.                                   │
│   Human and computer form one cognitive system.                                │
│   The boundary is an illusion.                                                 │
│        │                                                                        │
│        │  implemented as                                                        │
│        ▼                                                                        │
│   ┌────────────────────────────────────────────────────────────────────┐       │
│   │                                                                    │       │
│   │   ACK-BASED FLOW CONTROL                                           │       │
│   │                                                                    │       │
│   │   • Human perception DRIVES the system                            │       │
│   │   • Output waits for human ready signal (ACK)                     │       │
│   │   • No overwhelming, no lagging behind                            │       │
│   │   • Machine rhythm = Human rhythm                                 │       │
│   │                                                                    │       │
│   │   The terminal becomes transparent.                               │       │
│   │   What remains is just: thought → result                          │       │
│   │   No "machine" in between.                                        │       │
│   │                                                                    │       │
│   │   Timeout: ~1 second (OFAC - accept slow frontends gracefully)    │       │
│   │                                                                    │       │
│   └────────────────────────────────────────────────────────────────────┘       │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

5. “The Age of Meaning” → Atomic UX

The Philosophical Principle

┌─────────────────────────────────────────────────────────────────────────────────┐
│  FROM RHETORIC TO MEANING                                                        │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   We've transitioned from:                                                      │
│                                                                                  │
│   ┌────────────────┐         ┌────────────────┐                                │
│   │  Rhetorical    │   →     │  Age of        │                                │
│   │  Age           │         │  Meaning       │                                │
│   └────────────────┘         └────────────────┘                                │
│                                                                                  │
│   ════════════════════════════════════════════════════════════════════════════  │
│                                                                                  │
│   Philosophy is no longer abstract slogans.                                    │
│   Philosophy is "the act of meaning itself".                                   │
│                                                                                  │
│   "Thought and implementation occur simultaneously."                            │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The MonoTerm Implementation: Atomic UX

┌─────────────────────────────────────────────────────────────────────────────────┐
│  ATOMIC UX FOR HUMAN + AI                                                        │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   Traditional Terminal UX:                                                      │
│   ────────────────────────                                                      │
│                                                                                  │
│       User types ───→ Waits ───→ Sees partial output ───→ Waits ───→ Complete  │
│                                                                                  │
│       Multiple states. User must interpret partial states.                     │
│       Meaning comes AFTER process completes.                                   │
│                                                                                  │
│                                                                                  │
│   Atomic UX:                                                                    │
│   ──────────                                                                    │
│                                                                                  │
│       User types ───→ Complete frame ───→ Complete frame ───→ ...              │
│                                                                                  │
│       ┌─────────────────────────────────────────────────────────────────┐      │
│       │                                                                 │      │
│       │   Every frame is COMPLETE.                                     │      │
│       │   Every frame has MEANING.                                     │      │
│       │   There is no "waiting for meaning".                           │      │
│       │                                                                 │      │
│       │   The terminal is always in a state of meaning.               │      │
│       │                                                                 │      │
│       └─────────────────────────────────────────────────────────────────┘      │
│                                                                                  │
│   This is essential for AI streaming:                                          │
│                                                                                  │
│       AI output ───→ [partial gibberish] ───→ [meaningful sentence]            │
│                                                                                  │
│   Atomic UX ensures user never sees gibberish frames.                          │
│   Only complete, meaningful frames reach the user.                             │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The Connection

┌─────────────────────────────────────────────────────────────────────────────────┐
│  PHILOSOPHY → IMPLEMENTATION                                                     │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   "The Age of Meaning"                                                          │
│        │                                                                        │
│        │  means                                                                 │
│        ▼                                                                        │
│   Every moment carries meaning.                                                │
│   Not "wait for completion to understand".                                     │
│   Meaning is always present, always immediate.                                 │
│        │                                                                        │
│        │  implemented as                                                        │
│        ▼                                                                        │
│   ┌────────────────────────────────────────────────────────────────────┐       │
│   │                                                                    │       │
│   │   ATOMIC UX                                                        │       │
│   │                                                                    │       │
│   │   • Every rendered frame is complete                              │       │
│   │   • No partial states visible to user                             │       │
│   │   • AI streaming shows only meaningful checkpoints               │       │
│   │   • The screen is ALWAYS meaningful                               │       │
│   │                                                                    │       │
│   │   This is "the act of meaning itself" -                           │       │
│   │   meaning manifested in every frame.                              │       │
│   │                                                                    │       │
│   │   Four smart modes:                                                │       │
│   │   • FULL - Entire screen (when needed)                            │       │
│   │   • PARTIAL - Only changed lines                                  │       │
│   │   • NONE - Just cursor position                                   │       │
│   │   • SKIP - Invalid frame (discard)                                │       │
│   │                                                                    │       │
│   └────────────────────────────────────────────────────────────────────┘       │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

The Complete Mapping

╔═══════════════════════════════════════════════════════════════════════════════╗
║  MONOKINETIC HERMENEUTICS → MONOTERM IMPLEMENTATION                            ║
╠═══════════════════════════════════════════════════════════════════════════════╣
║                                                                               ║
║  ┌─────────────────────────────┬───────────────────────────────────────────┐ ║
║  │  PHILOSOPHICAL PRINCIPLE    │  MONOTERM IMPLEMENTATION                  │ ║
║  ├─────────────────────────────┼───────────────────────────────────────────┤ ║
║  │                             │                                           │ ║
║  │  "Existence before         │  ATOMIC LOOP                              │ ║
║  │   Distinction"             │  Frame exists complete, no partial states │ ║
║  │                             │                                           │ ║
║  ├─────────────────────────────┼───────────────────────────────────────────┤ ║
║  │                             │                                           │ ║
║  │  "mono-" not "syn-"        │  SINGLE PIPELINE                          │ ║
║  │  (unity, not cooperation)  │  SessionActor, MPSC, no locks             │ ║
║  │                             │                                           │ ║
║  ├─────────────────────────────┼───────────────────────────────────────────┤ ║
║  │                             │                                           │ ║
║  │  "Understanding in         │  SMART DIFFERENTIAL                       │ ║
║  │   the gaps"                │  Only changes carry meaning               │ ║
║  │                             │                                           │ ║
║  ├─────────────────────────────┼───────────────────────────────────────────┤ ║
║  │                             │                                           │ ║
║  │  Human ◈ Computer          │  ACK-BASED FLOW CONTROL                   │ ║
║  │  (unity)                   │  Human perception drives machine          │ ║
║  │                             │                                           │ ║
║  ├─────────────────────────────┼───────────────────────────────────────────┤ ║
║  │                             │                                           │ ║
║  │  "The Age of Meaning"      │  ATOMIC UX                                │ ║
║  │                             │  Every frame carries meaning             │ ║
║  │                             │                                           │ ║
║  └─────────────────────────────┴───────────────────────────────────────────┘ ║
║                                                                               ║
╚═══════════════════════════════════════════════════════════════════════════════╝

For Code Reviewers

When reviewing MonoTerm code, ask these questions:
┌─────────────────────────────────────────────────────────────────────────────────┐
│  PHILOSOPHY-ALIGNED CODE REVIEW CHECKLIST                                        │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│  ✓ Does this change preserve "Existence before Distinction"?                   │
│    → Does the frame appear complete to the user?                               │
│    → Is there any visible partial state?                                       │
│                                                                                  │
│  ✓ Does this change maintain "mono-" (not "syn-")?                             │
│    → Is ownership clear? (ONE owner)                                           │
│    → Are there any new locks? (should be ZERO)                                 │
│    → Is MPSC pattern preserved? (ONE direction)                                │
│                                                                                  │
│  ✓ Does this change honor "Understanding in gaps"?                             │
│    → Is differential processing used?                                          │
│    → Are unchanged lines skipped?                                              │
│    → Is comparison instant?                                                    │
│                                                                                  │
│  ✓ Does this change support Human ◈ Computer unity?                            │
│    → Does the consumer (frontend) control flow?                                │
│    → Is ACK pattern respected?                                                 │
│    → Is timeout handled gracefully (OFAC)?                                     │
│                                                                                  │
│  ✓ Does this change maintain "Age of Meaning"?                                 │
│    → Is every frame meaningful?                                                │
│    → Are partial/gibberish frames prevented?                                   │
│    → Is DiffHint used correctly?                                               │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

For Debuggers

When debugging MonoTerm issues, use philosophy as a guide:
┌─────────────────────────────────────────────────────────────────────────────────┐
│  PHILOSOPHY-GUIDED DEBUGGING                                                     │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│  Bug: "Screen shows partial content"                                           │
│  → Check: "Existence before Distinction" violated                              │
│  → Look at: BSU/ESU handling, timeout values                                   │
│                                                                                  │
│  Bug: "Deadlock or race condition"                                             │
│  → Check: "mono-" principle violated                                           │
│  → Look at: Was a lock introduced? Multiple owners?                            │
│                                                                                  │
│  Bug: "Rendering is slow"                                                      │
│  → Check: "Understanding in gaps" not applied                                  │
│  → Look at: Is full screen being sent when only one line changed?             │
│                                                                                  │
│  Bug: "Terminal overwhelms user" or "Terminal lags"                            │
│  → Check: Human ◈ Computer unity broken                                        │
│  → Look at: ACK pattern, flow control                                          │
│                                                                                  │
│  Bug: "User sees gibberish during AI streaming"                                │
│  → Check: "Age of Meaning" violated                                            │
│  → Look at: Atomic frame boundaries, DiffHint usage                            │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘

Conclusion

╔═══════════════════════════════════════════════════════════════════════════════╗
║                                                                               ║
║   MonoTerm is not an implementation OF Monokinetics.                          ║
║   MonoTerm IS Monokinetics - manifested in code.                              ║
║                                                                               ║
║   "Monokinetics is not a philosophy about structure.                          ║
║    It is the name of a structure that has already begun."                     ║
║                                                                               ║
║   That structure is MonoTerm.                                                 ║
║                                                                               ║
╚═══════════════════════════════════════════════════════════════════════════════╝

This document maps Monokinetic philosophy to MonoTerm implementation. For detailed technical documentation, see the Architecture section. For philosophical foundations, see the Philosophy section.