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Ryo Suwito

I enjoy breakin rules

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REST is Dead, TOML is the Future: Why 2025 Needs Only 2 HTTP Methods

REST is Dead, TOML is the Future: Why 2025 Needs Only 2 HTTP Methods

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5 min read

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SMUGGLER: Sparse Multi-Unit Granular Generative Learning with Error Resistance

SMUGGLER: Sparse Multi-Unit Granular Generative Learning with Error Resistance

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13 min read
Hierarchical Voter Ensembles for Sparse Activation: Toward Efficient and Biologically-Plausible Neural Computation

Hierarchical Voter Ensembles for Sparse Activation: Toward Efficient and Biologically-Plausible Neural Computation

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18 min read
SMUGGLER: Sub-quadratic Multi-scale Unified Generative Gated Language Encoder-Representation

SMUGGLER: Sub-quadratic Multi-scale Unified Generative Gated Language Encoder-Representation

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7 min read
Attention Crisis: The 85% Dead Neuron Problem in Modern Transformers

Attention Crisis: The 85% Dead Neuron Problem in Modern Transformers

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3 min read
Attention? You Don't Need It

Attention? You Don't Need It

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3 min read
The Slowest Fast Transformer: How We Accidentally Built a Ferrari That Uses More Gas

The Slowest Fast Transformer: How We Accidentally Built a Ferrari That Uses More Gas

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3 min read
Rethinking Scaling: Robustness Tradeoffs in Parameter-Matched NLP Models

Rethinking Scaling: Robustness Tradeoffs in Parameter-Matched NLP Models

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7 min read
PRINCIPIA DEMOCRATICA

PRINCIPIA DEMOCRATICA

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17 min read
SpectralCentroidTransformer: Neural Oscillation-Inspired Language Modeling

SpectralCentroidTransformer: Neural Oscillation-Inspired Language Modeling

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10 min read
ElasticFourierTransformer: Probabilistic Token Mapping via Learned Centroids

ElasticFourierTransformer: Probabilistic Token Mapping via Learned Centroids

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9 min read
Beyond Logits: The Rise of Tribit Democracy in Language Modeling

Beyond Logits: The Rise of Tribit Democracy in Language Modeling

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5 min read
Context-Sensitive Semantic Reasoning via Dynamic Triplet Graph Embeddings

Context-Sensitive Semantic Reasoning via Dynamic Triplet Graph Embeddings

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30 min read
Rethinking Reasoning in AI: Why LLMs Should Be Interns, Not Architects

Rethinking Reasoning in AI: Why LLMs Should Be Interns, Not Architects

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6 min read
When to Choose Inheritance vs. Composition

When to Choose Inheritance vs. Composition

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4 min read
Micropreneurship in the Digital Fabrication Era: A Technical Analysis of Hybrid Production Systems and Value Creation

Micropreneurship in the Digital Fabrication Era: A Technical Analysis of Hybrid Production Systems and Value Creation

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3 min read
From Circuit Boards to Code: How Being a Polyglot Web Developer (and an Electrical Engineer) Supercharged My Programming Game

From Circuit Boards to Code: How Being a Polyglot Web Developer (and an Electrical Engineer) Supercharged My Programming Game

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4 min read
Rust vs. Go: A Hands-On Comparison for Real Developers

Rust vs. Go: A Hands-On Comparison for Real Developers

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4 min read
Why Full-Time Employment Is Dead: The Rise of Independent Contractors in a World That Demands Results

Why Full-Time Employment Is Dead: The Rise of Independent Contractors in a World That Demands Results

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4 min read
A TALE OF TWO DEVELOPERS: THE WISE AND THE CRAYON-EATER

A TALE OF TWO DEVELOPERS: THE WISE AND THE CRAYON-EATER

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5 min read
Neuer: The End of Framework Slavery

Neuer: The End of Framework Slavery

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3 min read
Neuer: Redefining Separation of Concerns While Everyone Else Rebuilds the Empire

Neuer: Redefining Separation of Concerns While Everyone Else Rebuilds the Empire

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3 min read
When Goliath Fell to David’s Smallest Stone: The Innocent Dropdown Tweak That Shattered React, Vue, and Svelte

When Goliath Fell to David’s Smallest Stone: The Innocent Dropdown Tweak That Shattered React, Vue, and Svelte

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3 min read
Neuer Keyless™: The End of Passwords, Tokens, and Headaches

Neuer Keyless™: The End of Passwords, Tokens, and Headaches

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7 min read
Changing the Paradigm: From Premature Refactoring and Fake "Reusability" to Adaptability, Extensibility, and Reliability

Changing the Paradigm: From Premature Refactoring and Fake "Reusability" to Adaptability, Extensibility, and Reliability

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5 min read
The Side-Effect Concerns: A Surgical Paradigm Shift in a Legacy React ERP Dashboard

The Side-Effect Concerns: A Surgical Paradigm Shift in a Legacy React ERP Dashboard

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5 min read
Embracing Declarative Data Access to Respect Your Intelligence as a Developer

Embracing Declarative Data Access to Respect Your Intelligence as a Developer

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4 min read
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