Claude code is a massive tool . Used it to build our own CRM system with all specific functionalities we need for our business. And 4 levels of accessibility. That being said times have changed and what do you do to keep up with the speed of changes ?

Hello All, I have a script which needs to be put into a video. The video is between 2 and 3 minutes. Somebody can give me advice which system to use, or perhaps this person can help me to generate this video. With high quality Let me know, thank you very much for your support. Have a great day!

Anyone, who knows how to make systems and have built previously. I need those one to fix one of the facebook ads automation system, you must've worked with notion, supabase. So you can easily understand the project. Everything is done just one or two steps remaining. Dm me if you're an expert.

Ever feel like you're not getting the most out of Claude Code? Here's a methodology that's transforming how developers work with AI assistants. What is it? The Ralph Wiggum Loop is an iterative approach based on Geoffrey Huntley's technique, named after the Simpsons character known for unexpected brilliance. The core insight: single-shot prompting rarely produces optimal results, but intelligent iteration creates magic. Get Started with the Official Repo 🔗 github.com/snarktank/ralph This is the autonomous AI agent loop that runs repeatedly until all PRD items are complete. Each iteration spawns a fresh instance with clean context, while memory persists via git history, progress.txt, and prd.json. How It Works Write a PRD — Define what "done" looks like Run the loop — Ralph executes your task iteratively Persist progress — Git + artifacts maintain state between iterations Repeat until complete — Fresh context each cycle, building on previous work Quick Setup bash# From your project root mkdir -p scripts/ralph cp /path/to/ralph/ralph.sh scripts/ralph/ cp /path/to/ralph/prompt.md scripts/ralph/ chmod +x scripts/ralph/ralph.sh The Philosophy Don't aim for perfect on first try — Let the loop refine the work Failures are informative — "Deterministically bad" means failures are predictable Prompt engineering is key — Success depends on writing good prompts Fresh context is reliability — Each iteration clears context, re-reads specs, plans, and codes Key Tips Set --max-iterations as your safety net (start with 20-30) Include what to do if stuck in your prompt Keep PRD items small enough to complete in one context window Let Ralph update AGENTS.md with learnings for future iterations Why It Works You're not babysitting Claude step-by-step anymore. Define success criteria upfront, then walk away. Solutions that survive multiple iterations are stress-tested far more thoroughly than single-shot generations. Check out the repo and try it on your next project 👇 🔗 github.com/snarktank/ralph

Just started using Claude Cowork this evening, and I'm genuinely blown away. For those of us paying for Claude Max, Anthropic just handed us what might be the most significant AI productivity leap of 2025. What is Cowork? Think of it as Claude Code's power but for everyone. No terminal. No coding knowledge required. Just point Claude at a folder on your Mac, describe what you need, and watch it work. Here's what makes it remarkable: The AI doesn't just chat anymore. It operates. It reads your files, creates new ones, reorganizes your chaos, and builds actual outputs all autonomously. I've already tested it on: → Turning scattered meeting notes into structured reports → Organizing a messy downloads folder by content type → Converting receipt screenshots into expense spreadsheets And Claude did it like a capable colleague working in the background while I focused on other things. The meta moment nobody's talking about: Anthropic built Cowork in just 10 days. Using Claude Code. The AI built its own non-technical sibling product. We're watching recursive improvement happen in real-time. Currently available: ✅ Claude Max subscribers ($100-$200/month) ✅ macOS desktop app ⏳ Windows support coming soon ⏳ Waitlist for Pro/Team/Enterprise users This isn't a chatbot upgrade. This is AI becoming an operational partner. If you're running a business and doing repetitive file work, document prep, or data organization — this is the tool you didn't know you needed. The future of work isn't AI answering questions. It's AI doing the work. Welcome to the age of agentic AI. 🔥