Jun 19, 2026·13 min· new
$ ls ./posts --cat=tutorials-&-tech-info30 posts
Tutorials & Tech Info
Step-by-step guides, practical tutorials, and deep-dives into AI tools and technology.
30 posts
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Jun 19, 2026·12 min· new
MosaicLeaks: Can your research agent keep a secret?
In the rapidly evolving world of artificial intelligence, AI agents are becoming incredibly powerful. These agents can sift through vast amounts of information, connect with various tools, and even pe...
Jun 18, 2026·12 min· new
From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot
The world of robotics is rapidly evolving, driven by breakthroughs in Artificial Intelligence. However, bridging the gap between sophisticated AI models developed in research labs and their practical ...
Jun 18, 2026·14 min· new
5 Fun Projects Using OpenAI Codex
Unleashing Creativity: Exploring 5 Fun Projects with OpenAI Codex (The Modern Agent) When OpenAI first introduced Codex in 2021, it was a groundbreaking moment for developers. This GPT-3 descendant, f...
Jun 17, 2026·10 min· new
MolmoMotion: Language-guided 3D motion forecasting
Understanding and predicting how objects move in our world is a core challenge in artificial intelligence. While AI has gotten really good at seeing what has already happened in a video, the real powe...
Jun 17, 2026·12 min· new
How (and Why) I Built an AI Assistant
Building Your Own AI Assistant: A Deep Dive into Custom Solutions In today's fast-paced digital world, the idea of an AI assistant is no longer science fiction. From scheduling meetings to drafting em...
Jun 17, 2026·11 min· new
GLM-5.2: Built for Long-Horizon Tasks
The world of artificial intelligence is moving at an incredible pace, with new models pushing the boundaries of what's possible almost daily. One of the most significant challenges for large language ...
Jun 17, 2026·19 min· new
Employee onboarding automation: A complete guide
Employee Onboarding Automation: Your Complete Guide to Seamless Transitions with Zapier Are you tired of the never-ending paperwork, countless emails, and manual data entry that comes with bringing ne...
Jun 16, 2026·10 min· new
The Roadmap to Becoming an LLM Engineer in 2026
The Roadmap to Becoming an LLM Engineer in 2026 The world of Artificial Intelligence is moving at an incredible pace, and at its forefront are Large Language Models (LLMs). These powerful AI systems, ...
Jun 16, 2026·12 min· new
Stop Writing Loops in Pandas: 7 Faster Alternatives to Try
Stop Writing Loops in Pandas: 7 Faster Alternatives for Optimized Data Processing Pandas is an incredible open-source library that has become a cornerstone for data manipulation and analysis in Python...
Jun 16, 2026·11 min· new
3 Pandas Tricks for Data Cleaning & Preparation
3 Advanced Pandas Tricks for Efficient Data Cleaning and Preparation Data cleaning and preparation are often the most time-consuming parts of any data science project, especially when working with lar...
Jun 15, 2026·12 min· new
Building Time-Series Machine Learning Models with sktime in Python
Time series data is everywhere, from stock prices and sensor readings to website traffic and weather patterns. Analyzing and predicting these sequential datasets is a specialized field within machine ...
Jun 15, 2026·10 min· new
Profiling in PyTorch (Part 2): From nn.Linear to a Fused MLP
Optimizing deep learning models is a continuous journey for any developer working with AI. As models grow in size and complexity, understanding where computational resources are spent becomes crucial....
Jun 12, 2026·12 min· new
Pairing Claude Code with Local Models
Key TakeawaysYou can now combine the agentic power of Anthropic's Claude Code with local AI models for common coding tasks.Running quantized local models for code completion, refactoring, debugging, a...
Jun 12, 2026·9 min· new
olmo-eval: An evaluation workbench for the model development loop
Building powerful Large Language Models (LLMs) is an iterative journey. It’s a cycle of tweaking data, adjusting architecture, refining hyperparameters, and then, crucially, evaluating the changes. Th...
Jun 12, 2026·8 min
3 NumPy Tricks for Numerical Performance
NumPy, short for Numerical Python, is a fundamental library for scientific computing in Python. It provides support for large, multi-dimensional arrays and matrices, along with a collection of high-le...
Jun 11, 2026·18 min
Feature Stores from Scratch: A Minimal Working Implementation
Building a Feature Store From Scratch: A Hands-On Guide for ML Developers Machine learning models are only as good as the data they're trained on and the features they use for predictions. As AI syste...
Jun 11, 2026·28 min
Which AI models can you automate on Zapier? (Opus 4.8, Gemini 3.5 Flash, and more)
Staying on top of the latest AI models can feel like a full-time job. With new and improved versions launching constantly, knowing which one is best suited for your specific automation needs can be tr...
Jun 10, 2026·11 min
5 ways to automate Meta's Conversions API tool with Zapier
You know the feeling: you browse for a new gadget, and suddenly, ads for that exact item pop up everywhere you look. It feels a bit like magic, or maybe a tiny bit creepy. For businesses, though, this...
Jun 10, 2026·24 min
5 Useful Python Scripts to Automate Boring PDF Tasks
PDFs are everywhere, from invoices and reports to e-books and legal documents. While incredibly useful for sharing information, manually handling common PDF tasks can quickly become a repetitive and t...
Jun 10, 2026·12 min
Local Agentic Programming on the Cheap: Claude Code + Ollama + Gemma4
The world of AI development is moving fast, and one area generating a lot of buzz is agentic programming. Imagine an AI that doesn't just answer questions, but can actually plan, execute, and even deb...
Jun 10, 2026·8 min
Introducing North Mini Code: Cohere’s First Model For Developers
The world of AI is moving fast, and for software developers, keeping up with the latest models that can genuinely boost productivity is key. Cohere, a major player in enterprise AI, recently unveiled ...
Jun 10, 2026·12 min
Can Voice Agents Handle Bilingual Customers? Benchmarking Frontier ASR on Code-Switched Speech
In our increasingly connected world, speaking more than one language is common for a huge portion of the global population. For many bilingual individuals, effortlessly switching between languages, so...
Jun 10, 2026·12 min
Top AI Coding Agents and Development Platforms in 2026: Atoms, Devin, Windsurf, Cursor, Warp, and More Compared
The world of software development is always changing, and how we write code looks very different today than it did just a few years ago. Engineers are moving away from typing every line of code by han...
Jun 10, 2026·7 min
Anthropic Releases Claude Fable 5 and Claude Mythos 5: Same Underlying Model, Different Safeguards, New Mythos-Class Tier
Anthropic, a leading AI safety and research company, has just made a significant announcement that's set to reshape the landscape of advanced AI model access. On June 9, 2026, the company officially r...
Jun 10, 2026·10 min
Building a Code Dataset Pipeline from NVIDIA Nemotron-Pretraining-Code-v3 Metadata with Streaming, Pandas, and tiktoken
Building large, high-quality code datasets is a big deal for training powerful AI models that understand and generate code. Think about it: how do models like ChatGPT or specialized code assistants le...
Jun 10, 2026·8 min
Xiaomi MiMo and TileRT Push a 1-Trillion-Parameter Model Past 1000 Tokens Per Second on Commodity GPUs
In the fast-paced world of artificial intelligence, breakthroughs happen constantly. But some news truly stands out, hinting at big changes for how we use and build AI. Recently, Xiaomi's MiMo team, w...
Jun 10, 2026·12 min
ClawHub Security Signals: A Coding Guide to End-to-End Security Signal Analysis and Verdict Classification on the AI Skills Dataset
The world of Artificial Intelligence is growing incredibly fast, and with new AI capabilities comes the big responsibility of making sure these systems are safe and secure. Just like any other softwar...
Jun 9, 2026·9 min
Fourier Analysis from a Linear Algebraic Perspective
Understanding Fourier Analysis Through the Lens of Linear Algebra: A Core Concept for AI Fourier Analysis is one of those mathematical ideas that pops up everywhere in technology, especially when we t...
Jun 9, 2026·9 min
NVIDIA cuTile Python Tutorial: Building Tiled GPU Kernels for Vector Addition, Matrix Addition, and Matrix Multiplication in Colab
As a freelancer in the ever-evolving world of AI, data science, and high-performance computing, optimizing your workflows is not just a luxury – it's a necessity. NVIDIA cuTile Python offers a game-ch...