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Samuel Wong

@samuelwong

Founder @datafying + Data Geek + Mentor. Help transform raw customer data into actionable insights Posts = mostly data science + AI πŸ’¬ DM for data collab πŸ’»

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21.01.2024
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Latest posts by Samuel Wong @samuelwong

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Your manager is already investing in you Don’t romanticize what it means to be mentored and coached. You might already be getting the support you've been looking for.

Your manager is already investing in you

Don’t romanticize what it means to be mentored and coached. You might already be getting the support you've been looking for

open.substack.com/pub/weskao/p...

11.03.2026 12:47 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - fishaudio/fish-speech: SOTA Open Source TTS SOTA Open Source TTS. Contribute to fishaudio/fish-speech development by creating an account on GitHub.

Fish Audio S2

S2 supports fine-grained inline control of prosody and emotion using natural-language tags like [laugh], [whispers], and [super happy], as well as native multi-speaker and multi-turn generation

github.com/fishaudio/fi...

11.03.2026 12:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - googleworkspace/cli: Google Workspace CLI β€” one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI... Google Workspace CLI β€” one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills. - googlework...

Google Workspace CLI β€” one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills

github.com/googleworksp...

11.03.2026 00:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Anthropic launches code review tool to check flood of AI-generated code | TechCrunch Anthropic launched Code Review in Claude Code, a multi-agent system that automatically analyzes AI-generated code, flags logic errors, and helps enterprise developers manage the growing volume of code...

Anthropic launches code review tool to check flood of AI-generated code

techcrunch.com/2026/03/09/a...

10.03.2026 01:45 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

But what should we test instead, if not live coding ability? Something that actually matters when you’re outsourcing to a machine: a deep knowledge of trade-offs and small technical details.

10.03.2026 00:47 πŸ‘ 2 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
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Long Live the Minutiae In data interviews, the details matter more than ever

Long Live the Minutiae

In data interviews, the details matter more than ever

open.substack.com/pub/ericdata...

10.03.2026 00:47 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Local AI: How & Where To Start Building Something You Can Monetize Local AI, building agents and agentic systems to run locally, was relatively unknown until OpenClaw’s founder made 8 or 9 figures being acqui-hired by OpenAI.

Local AI: How & Where To Start Building Something You Can Monetize

open.substack.com/pub/vinvashi...

10.03.2026 00:36 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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ASCII characters are not pixels: a deep dive into ASCII rendering A look at how I used shape vectors to achieve sharp, high-quality ASCII rendering.

ASCII characters are not pixels: a deep dive into ASCII rendering alexharri.com/blog/ascii-r...

10.03.2026 00:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Claude Code + Dives = Any data UI Learn how to build custom interactive data visualizations using MotherDuck Dives and Claude Code. From setup to sharing, create refreshable React and SQL-powered visuals with natural language prompts....

AI agents are now the easiest way to build a custom interactive data visualization.

The flexibility is enormous and despite the name "Claude Code", coding is no longer required

motherduck.com/blog/claude-...

09.03.2026 11:07 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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What 2,800 AI Conversations Taught Me About My Users What I learned running topic modeling on 2,800+ user messages, and how you can do it too.

What 2,800 AI Conversations Taught Me About My Users

What I learned running topic modeling on 2,800+ user messages, and how you can do it too

open.substack.com/pub/aiweeken...

08.03.2026 06:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - AlexsJones/llmfit: Hundreds of models & providers. One command to find what runs on your hardware. Hundreds of models & providers. One command to find what runs on your hardware. - AlexsJones/llmfit

A terminal tool that right-sizes LLM models to your system's RAM, CPU, and GPU. Detects your hardware, scores each model across quality, speed, fit, and context dimensions, and tells you which ones will actually run well on your machine

github.com/AlexsJones/l...

08.03.2026 05:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Complete Guide to AI Agent Memory Files (CLAUDE.md, AGENTS.md, and Beyond) One file. Loaded before every conversation. That’s all it takes to turn a stateless AI coding assistant into something that actually…

The Complete Guide to AI Agent Memory Files (CLAUDE md, AGENTS md, and Beyond)

medium.com/data-science...

08.03.2026 03:19 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Only 5% are classified as AI Fluent.

08.03.2026 02:56 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The AI FOMO Trap: Why 95% of Workers Are Faking It A leaked demographic chart and Google’s newest 2026 workplace data reveal a shocking truth: almost nobody is actually good at AI yet

The AI FOMO Trap: Why 95% of Workers Are Faking It

A leaked demographic chart and Google’s newest 2026 workplace data reveal a shocking truth: almost nobody is actually good at AI yet

medium.com/activated-th...

08.03.2026 02:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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When to Use ChatGPT vs. Claude vs. Gemini vs. NotebookLM: The AI Model Decision Matrix We ask the wrong question. β€œWhich AI is best?” assumes a single winner. The right question: β€œWhich AI for this specific task?”

When to Use ChatGPT vs. Claude vs. Gemini vs. NotebookLM: The AI Model Decision Matrix

medium.com/@kombib/ai-m...

08.03.2026 01:41 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Not AI.

08.03.2026 01:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The End of the Stable Job Market Is Coming Soon Employees with years of experience are applying to hundreds of jobs and hearing nothing back.

The End of the Stable Job Market Is Coming Soon

Employees with years of experience are applying to hundreds of jobs and hearing nothing back

medium.com/@james-white...

08.03.2026 01:23 πŸ‘ 2 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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My friend tried Claude Code and wants to quit his job. Here is what I said. He built it in an afternoon. Should he quit his jobβ€Šβ€”β€Šor is this just Claude Code dopamine talking?

My friend tried Claude Code and wants to quit his job

Here is what I said

medium.com/realworld-ai...

08.03.2026 01:10 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Ship 1 prototype per week.

07.03.2026 03:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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That weird, modern anxiety of building with AI. and how the free Mac Mini we will send you will help

That weird, modern anxiety of building with AI

open.substack.com/pub/marily/p...

07.03.2026 03:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

The business operators lacked the technical intuition to move quickly when the window opened. The technical leaders lacked the business discipline to ensure their innovations would convert to sustainable revenue. Neither side, on its own, had the full picture.

07.03.2026 03:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Tech Vs. Business Is Tearing Companies Apart. Only A New Deal Can Fix It. I straddle both tech and business, so I have a perspective that few others do.

Tech Vs. Business Is Tearing Companies Apart. Only A New Deal Can Fix It

open.substack.com/pub/vinvashi...

07.03.2026 03:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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The CDO is dead, long live the CDO! What does "AI-ready data" really mean in an agentic world?

The CDO is dead, long live the CDO!

Urgently redefining "AI-ready data" for an agentic world

open.substack.com/pub/thinksen...

07.03.2026 02:57 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Unified Context-Intent Embeddings for Scalable Text-to-SQL Your Analysts Already Wrote the Perfect Prompt

Unified Context-Intent Embeddings for Scalable Text-to-SQL

medium.com/pinterest-en...

07.03.2026 01:35 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Why Australian Businesses Are Slow to Adopt Fractional Executives | Fractionus Australia lags behind the US in fractional hiring adoption. Explore the cultural and structural reasons why, and the economic forces now driving rapid change.

Why Australian Businesses Are Slow to Adopt Fractional (And What's Changing)

Australia sits at just 1% fractional adoption while the US is at 25%. Here's why, and why that gap is closing fast

fractionus.com/blog/why-aus...

06.03.2026 05:25 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

More people will likely start running local LLMs (e.g., qwen3.5:0.8b) on consumer-grade machines.

04.03.2026 12:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - Pavelevich/llm-checker: Advanced CLI tool that scans your hardware and tells you exactly which LLM or sLLM models you can run locally, with full Ollama integration. Advanced CLI tool that scans your hardware and tells you exactly which LLM or sLLM models you can run locally, with full Ollama integration. - Pavelevich/llm-checker

Intelligent Ollama Model Selector

AI-powered CLI that analyzes your hardware and recommends optimal LLM models.
Deterministic scoring across 200+ dynamic models (35+ curated fallback) with hardware-calibrated memory estimation

github.com/Pavelevich/l...

04.03.2026 12:21 πŸ‘ 2 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Harness Engineering: How to Supervise Code You Can’t Read AI writes the code now. The skill that matters is controlling what it builds.

Harness Engineering: How to Supervise Code You Can’t Read

AI writes the code now. The skill that matters is controlling what it builds

open.substack.com/pub/decision...

04.03.2026 11:56 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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How to debug a team that isn’t working: the Waterline Model A guide to solving team problems (without always blaming the people)

How to debug a team that isn’t working: the Waterline Model

A guide to solving team problems (without always blaming the people)

1: Structure
2: Dynamics
3: Interpersonal
4: Individual

open.substack.com/pub/lenny/p/...

04.03.2026 00:04 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Amazon Ads MCP Server Debuts, Streamlining AI-Managed Campaign Execution We analyze the Amazon Ads MCP Server; how AI-managed workflows simplify execution while leaving advertising strategy firmly in human hands.

Amazon Ads MCP Server Debuts, Streamlining AI-Managed Campaign Execution

futurumgroup.com/insights/ama...

03.03.2026 05:05 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0