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Tech With Tim

Tech With Tim

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Python programming and beginner AI project tutorials

Recent Posts

This Open-Source AI Video Model Just Crushed Sora
Video•Jan 27, 2026

This Open-Source AI Video Model Just Crushed Sora

The video introduces LTE S2, an open‑source diffusion‑transformer hybrid that generates synchronized video and audio. Released by LTA, the model can be run locally on a single GPU with as little as 12 GB of VRAM, delivering native 4K output and clips up to 30 seconds long. According to the presenter, LTE S2 is up to 18 times more efficient than the previous state‑of‑the‑art model (e.g., Sora), completing a 10‑second clip in roughly 15‑20 seconds on an RTX 3060. Benchmarks on data‑center H100 GPUs show 49 steps versus 2.69 steps per minute for competitors. The full repository, including 300 GB of weights, training code, and ComfyUI workflows, is publicly available. Community members have already produced impressive results, from lip‑synced dialogues to 27‑second continuous scenes, all generated on consumer hardware. The creator highlights integrations such as a Premiere Pro plugin and control adapters for motion, camera behavior, and LoRAs, demonstrating the model’s flexibility beyond a simple API. By removing proprietary barriers, LTE S2 turns video‑AI into a usable infrastructure for studios, VFX teams, and solo creators who need on‑premise control, unlimited generation, and seamless pipeline integration. Its efficiency and open nature could accelerate adoption of generative video across content production and lower costs dramatically.

By Tech With Tim
AI Has Changed Databases Forever… Here’s How
Video•Jan 22, 2026

AI Has Changed Databases Forever… Here’s How

The video explains how the AI era is reshaping database search and introduces PG Text Search, an open‑source extension that brings industry‑standard BM25 relevance ranking into PostgreSQL itself. It walks through three eras of search—human‑facing keyword lookup, system‑driven log and metric...

By Tech With Tim
Learn NumPy in 40 Minutes - Python NumPy Tutorial
Video•Jan 15, 2026

Learn NumPy in 40 Minutes - Python NumPy Tutorial

The video is a rapid‑fire tutorial that teaches viewers how to install, import, and start using the NumPy library in Python, positioning it as a foundational tool for data science, machine learning, and scientific computing. Key insights include the simple pip...

By Tech With Tim
YouTube Clone with Django & ImageKit | Authentication, Uploads, Streaming & More...
Video•Jan 8, 2026

YouTube Clone with Django & ImageKit | Authentication, Uploads, Streaming & More...

The video walks viewers through building a full‑featured YouTube clone using Python’s Django framework, integrating ImageKit for media optimization, and employing a streaming technique to deliver fast video playback. It begins with a live demo of the finished product—showcasing thumbnail...

By Tech With Tim
I Asked an Uber Tech Recruiter if CS Grads Are Cooked...
Video•Jan 6, 2026

I Asked an Uber Tech Recruiter if CS Grads Are Cooked...

The video features an interview with Katie, a former senior technical recruiter at Uber, who provides a candid assessment of the U.S. tech hiring landscape as it heads into 2026. She notes that while the total number of openings has...

By Tech With Tim
Master Python Requests In 15 Minutes. Call Any API
Video•Dec 22, 2025

Master Python Requests In 15 Minutes. Call Any API

In this concise tutorial, the presenter promises to teach viewers everything they need to know about Python’s requests library in just fifteen minutes, focusing on how to call APIs, the underlying HTTP concepts, and practical code examples. The video begins with...

By Tech With Tim
How to Run LLMs Locally - Full Guide
Video•Dec 19, 2025

How to Run LLMs Locally - Full Guide

The video provides a step‑by‑step guide for developers who want to run large language models (LLMs) on their own hardware, focusing on two primary approaches: the open‑source Ollama tool and Docker’s model runner. It begins by positioning local inference as...

By Tech With Tim
How to Get a Machine Learning Engineer Job Fast - Without a Uni Degree
Video•Dec 17, 2025

How to Get a Machine Learning Engineer Job Fast - Without a Uni Degree

In the video, the creator outlines a step‑by‑step roadmap for becoming a machine‑learning (ML) engineer by 2026 without a university degree, emphasizing the specific technical competencies and practical tools needed to break into the role. The guide is framed as...

By Tech With Tim
Genspark's Super AI Agent Is INSANE
Video•Dec 15, 2025

Genspark's Super AI Agent Is INSANE

The video introduces GenSpark, a rapidly emerging AI platform marketed as a “super agent” that consolidates a wide array of generative capabilities into a single workspace. The presenter walks viewers through the UI, highlighting integrations with Gmail, Google Drive, Calendar,...

By Tech With Tim
Production-Grade AI Agent - Full Tutorial W/ Python, Inngest, BrightData & More
Video•Dec 14, 2025

Production-Grade AI Agent - Full Tutorial W/ Python, Inngest, BrightData & More

In this tutorial the creator walks viewers through building a production‑grade AI web agent that can ingest live web data and serve millions of users. Using Python as the core language, the stack combines Ingest for orchestration, Bright Data’s SERP...

By Tech With Tim
How I’d Start a Web Dev Agency in 2026 (Using AI Instead of Employees)
Video•Dec 12, 2025

How I’d Start a Web Dev Agency in 2026 (Using AI Instead of Employees)

The video outlines a blueprint for launching a web‑development agency in 2026 by white‑labeling an AI‑powered website builder, specifically the 10Web platform. Rather than hand‑coding sites for small businesses, the creator demonstrates how developers can rebrand the SaaS product, attach...

By Tech With Tim
This New AI Voice Workspace Is Insanely Powerful
Video•Dec 9, 2025

This New AI Voice Workspace Is Insanely Powerful

The video introduces Saga, Deepgram’s newly launched AI voice workspace that promises real‑time, highly accurate speech‑to‑text and text‑to‑speech capabilities. Unlike most consumer voice agents that suffer from latency, misrecognition, or annoyance, Saga is positioned as a free‑to‑use platform that leverages...

By Tech With Tim
Cursor 2.0 - Full Tutorial for Beginners
Video•Dec 5, 2025

Cursor 2.0 - Full Tutorial for Beginners

In this tutorial the presenter walks viewers through Cursor 2.0, a fork of VS Code that layers generative AI on top of a traditional code editor. The video explains how to download the tool, sign in, open a project folder, and navigate...

By Tech With Tim

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