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SnackOnAI Blog

whisper.cpp: The Speech Recognition Engine That Runs Where Python Won't Go

Apr 17, 2026

whisper.cpp: The Speech Recognition Engine That Runs Where Python Won't Go

The Architecture That Runs OpenAI's Whisper on a $35 Device

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Unsloth: Fine-Tuning Is Not Slow. Your Kernels Are.

Apr 14, 2026

Unsloth: Fine-Tuning Is Not Slow. Your Kernels Are.

Your Kernels Are Slow. Here's What Unsloth Did About It.

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vLLM: The Inference Engine You Think You Understand But Probably Don't

Apr 12, 2026

vLLM: The Inference Engine You Think You Understand But Probably Don't

How UC Berkeley Stole 50 Years of OS Research and Made LLM Serving 24x Faster

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AIBrix: The New Frontier of Cloud-Native LLM Orchestration

Apr 11, 2026

AIBrix: The New Frontier of Cloud-Native LLM Orchestration

The missing orchestration layer that makes vLLM production-ready at scale

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Nebula-S, SVMS1-4B, and the On-Device Reasoning Architecture Nobody Is Talking About Correctly

Apr 10, 2026

Nebula-S, SVMS1-4B, and the On-Device Reasoning Architecture Nobody Is Talking About Correctly

Everyone is arguing about which 70B model wins on MMLU. Meanwhile, a small team in Austin is quietly stacking a multi-stream reasoning architecture on top of Qwen3-4B and claiming it beats models twice its size on edge hardware. Let's crack it open.

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TensorRT-LLM: NVIDIA's Inference Compiler Is Not What You Think It Is

Apr 9, 2026

TensorRT-LLM: NVIDIA's Inference Compiler Is Not What You Think It Is

The inference compiler NVIDIA doesn't want you to call a compiler

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The Ralph Loop: Why a Bash While Loop Is One of the Most Honest Architectures in Agentic AI

Apr 8, 2026

The Ralph Loop: Why a Bash While Loop Is One of the Most Honest Architectures in Agentic AI

A PRD-driven, test-gated, self-correcting autonomous coding loop built on Claude Code. Deceptively simple. Surprisingly powerful. And the industry's best-kept design pattern hiding in plain sight.

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LMCache & SGLang: The KV Cache Stack Your LLM Inference Deserves

Apr 7, 2026

LMCache & SGLang: The KV Cache Stack Your LLM Inference Deserves

How two open-source systems redesign inference from the ground up, cutting TTFT by 10×, throughput by 15×, and treating KV cache as a first-class citizen of your serving stack.

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So You Want to Build the Next Medvi? Here Is What It Actually Costs

Apr 5, 2026

So You Want to Build the Next Medvi? Here Is What It Actually Costs

The Complete Founder's Blueprint for Launching a Medvi-Style Telehealth Brand in 2026

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The $401M Company Built by Two People and a Dozen AI Tools

Apr 4, 2026

The $401M Company Built by Two People and a Dozen AI Tools

How Medvi.org Rewrote the Rules of What a Business Can Be

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Goose Framework: The MCP-Native Agent Runtime That Reframes What Local AI Can Do

Apr 3, 2026

Goose Framework: The MCP-Native Agent Runtime That Reframes What Local AI Can Do

An opinionated engineering analysis of Block's open source AI agent

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RAG: The Foundation Layer

Apr 2, 2026

RAG: The Foundation Layer

Architectures, Trade-offs, and Best Practices for Modern RAG Pipelines

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Kimi K2.5: The Open-Source Titan Of 2026

Apr 1, 2026

Kimi K2.5: The Open-Source Titan Of 2026

Redefining AI Productivity with Multimodal Intelligence and Agent-Based Workflows

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Choosing Your Claw: OpenClaw vs NanoClaw vs PicoClaw vs NemoClaw

Mar 31, 2026

Choosing Your Claw: OpenClaw vs NanoClaw vs PicoClaw vs NemoClaw

A systems-level breakdown of the AI agent framework explosion that nobody saw coming, and what it means for builders who actually have to ship.

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The Unstoppable Rise Of RunPod :From A Reddit Post To $120M ARR

Mar 29, 2026

The Unstoppable Rise Of RunPod :From A Reddit Post To $120M ARR

RunPod’s Growth and the Bright Future of AI Infrastructure

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The Web of Trust Will Be the Next Distribution Layer

Mar 28, 2026

The Web of Trust Will Be the Next Distribution Layer

When anyone can create, we rely on who we trust to decide what matters.

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MLX Framework: Local AI Optimized for Apple Silicon

Mar 26, 2026

MLX Framework: Local AI Optimized for Apple Silicon

A Game Changer Framework for 2026

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Claude Cowork: Built By Claude Code In 10 Days

Mar 23, 2026

Claude Cowork: Built By Claude Code In 10 Days

10-Day Experiment Where Claude Code Built Its Own Autonomous Successor

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The 103 AI Native Companies: Complete Reference Table

Mar 19, 2026

The 103 AI Native Companies: Complete Reference Table

All data sourced from the Forbes / NVIDIA GTC 2026 keynote coverage. Categories reflect NVIDIA's official slide taxonomy. Funding figures represent the most recently publicly reported rounds as of March 2026. "Non-profit" or "N/A" reflects institutions where commercial funding disclosures do not apply.

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The 103 Companies Jensen Huang Called AI Natives - and What They Actually Reveal About the Next Computing Platform

Mar 19, 2026

The 103 Companies Jensen Huang Called AI Natives - and What They Actually Reveal About the Next Computing Platform

At GTC 2026, NVIDIA's CEO didn't just unveil chips. He unveiled a map of who is building the application layer of the next computing era, and what it tells engineers about where the real value is being created.

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Gas Town: Orchestrating An Army Of AI Agents

Mar 18, 2026

Gas Town: Orchestrating An Army Of AI Agents

Exploring the Future of Autonomous, Factory-Style Software Engineering

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ClawMax: The Missing Control Plane for Multi-Agent Systems Is a Dashboard Problem

Mar 16, 2026

ClawMax: The Missing Control Plane for Multi-Agent Systems Is a Dashboard Problem

How ClawMax exposes the gap between running AI agents and actually operating them at scale

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CLI Tool FZF: A Tool That Will Transform Your CLI Life

Mar 15, 2026

CLI Tool FZF: A Tool That Will Transform Your CLI Life

Find anything, anywhere, instantly inside your terminal

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Claude Code CLI : The Terminal Is the New IDE

Mar 14, 2026

Claude Code CLI : The Terminal Is the New IDE

A Practical Guide to Setting Up and Using Claude Code from the Command Line

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The Truth About Feature Stores In Production ML

Mar 13, 2026

The Truth About Feature Stores In Production ML

Understanding what feature stores really do and when you actually need one.

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