Step-by-step guides and how-tos for AI tools and automation workflows.
TL;DR: A vanilla Whisper podcast transcription pipeline misses guest names, drifts on punctuation, and hands you a wall of text with no speakers. The fix is three layers: faster-whisper for speed, a custom vocabulary prompt for names, and pyannote for…
TL;DR: A faceless TikTok pipeline built on Pictory and ElevenLabs takes one script and outputs a ready-to-post vertical video in under 8 minutes. With Make.com as the glue, a solo founder can ship 30+ videos a month at roughly $2…
Ollama Vps Setup: TL;DR: A $5 VPS with Ollama can run tiny models like TinyLlama 1.1B for private experiments, but anything you’d use daily wants $10–20 Here’s the honest install, the model picks that work, and the exact point where…
TL;DR: An AI customer support agent built with Claude and Make.com can handle 60–80% of your repetitive tickets without a VA or a $400/month help desk. Setup takes about two hours. This guide walks through the exact workflow I use…
TL;DR: Stripe dunning emails ship with bland default templates that recover roughly 38% of failed payments [source-needed]. Swap them for a Make.com → Claude pipeline that personalises copy by plan, tenure, and failure reason, and recovery climbs to 55–65% in…
TL;DR: A Pinecone vector store can index 200 blog posts in under an hour for around $0.12 in embedding costs. The winning recipe is 800-token chunks with 100-token overlap, OpenAI’s text-embedding-3-small, and batched upserts of 100 vectors at a time.…
Learn how to use Claude Projects to create persistent AI workspaces for each client — with custom instructions, uploaded documents, and zero re-briefing every session.
TL;DR: A weekly newsletter with Beehiiv and Claude runs end-to-end in about 90 minutes once the system is set up. Claude handles research, drafting, and subject-line variants. Beehiiv handles list growth, segmentation, and analytics. The pair replaces three or four…
TL;DR: Configuring Cursor with a private repo and a tight .cursor/rules directory cuts code review time roughly in half once it’s set up right. The whole thing takes about 20 minutes. Skip the rules file and Claude keeps suggesting code…
Table of Contents Toggle Extract Structured Data From PDFs With Claude and Python What you’ll build in this tutorial Why Claude beats traditional OCR pipelines Setup in five minutes Your first step to extract structured data from PDF files with…