ahmadrosid ahmadrosid

TinyClaw — What It Is and How It Works

Link to github project: https://github.com/ahmadrosid/tinyclaw

What is TinyClaw?

TinyClaw is your own personal AI assistant that you can run yourself — like having your own private ChatGPT, but one that you fully control and can customize to be exactly what you want.

Think of it as a digital assistant that lives on your computer, remembers things about you, and can help you with tasks across multiple apps and platforms. You can chat with it through a web dashboard, your computer's terminal, Telegram, or WhatsApp — all from the same assistant.

yt-dlp is excellent for use as a library in your API! Here's how you can use it programmatically for Instagram video downloads:

Basic Usage Example

  import yt_dlp
  import json

  def download_instagram_video(url, output_path='downloads/'):
      ydl_opts = {

Web search tool

The web search tool gives Claude direct access to real-time web content, allowing it to answer questions with up-to-date information beyond its knowledge cutoff. Claude automatically cites sources from search results as part of its answer.

Please reach out through our feedback form to share your experience with the web search tool.

Supported models

Web search is available on:

Handle vercel ai sdk tool call in the client with react

To handle and render custom UI in the client when a tool call runs using @ai-sdk/react, you can use the useChat hook’s built-in tooling support—specifically onToolCall, message.parts, and addToolResult.

Use `useChat` on the client

Import the hook and set up onToolCall and addToolResult in your React page:

'use client';

Here’s a full breakdown of the AI SDK data stream protocol, which is used by tools, frontends (like useChat), and custom backends—even in non-JS environments:

📡 Stream Protocol Overview

When you stream from the backend (e.g., your Python/FastAPI server), you must use the Data Stream Protocol. Make sure to set the HTTP header:

x-vercel-ai-data-stream: v1

Globe animation - Vanta JS

Animated Globe with vantajs and threeminjs. Globe animation.

A Pen by Sachin Samal on CodePen.

License.

This article is bookmarked from: https://ryolu.notion.site/how-to-make-something-great

In the pantheon of creative endeavors—be it product design, art, architecture, software, or some hybrid creature of the mind—true greatness emerges not from any single stroke of genius, but from a careful cultivation of potential. There’s a quiet, almost mystical art to starting with something so unrefined that you’re unsure if it’s mud or marble, and patiently revealing its shape until others recognize its beauty. In the end, they’ll say: “Of course! It’s so obvious.” But what they see is only the final state. What you know is the hidden complexity—how the stone could have cracked and fallen to rubble at any misstep.

Begin with the Ambiguous Artifact

A truly fertile concept often resists immediate clarity. It’s a rough form: a half-lit corridor where you see only silhouettes and faint hints of what could be. Resist the urge to force early perfection. Instead, feel its potential: a spaciousness that can accommodate

Rust's lifetime

Imagine you have a toy box (memory):

When you take out a toy (create a variable), Rust wants to know how long you're going to play with it
The 'lifetime' is like a promise you make to Rust saying "I'll put the toy back when I'm done playing with it"

In your specific example about reading 100 bytes from a file:

It's like telling Rust "I'm borrowing these 100 bytes of information, and I promise to handle them carefully until I'm done using them"

	# ───────────────────────────────────────────
	# 1. Use a stable Node LTS image (22-slim)
	# This tag provides both amd64 and arm64 variants.
	# BuildKit will pick the correct one for the current platform
	# ───────────────────────────────────────────
	FROM --platform=linux/amd64 node:22-slim

	# ───────────────────────────────────────────
	# 2. Minimal OS tooling
	# ───────────────────────────────────────────

	#!/bin/bash

	# Migration script to move project files under src/ directory
	# This script will move app/, components/, lib/, and styles/ directories into src/

	set -e

	echo "🚀 Starting migration to src/ directory structure..."

	# Create src directory if it doesn't exist