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+1 for "context engineering" over "prompt engineering". People associate prompts with short task descriptions you'd give an LLM in your day-to-day use. When in every industrial-strength LLM app, context engineering is the delicate art and science of filling the context window

My latest newsletter is out! 📅 For a change, this month I've chosen to cover primarily AI-related stuff! 🔍 Apple Liquid Glass 💬 Software 3.0 ⌨️ AI-assisted coding (no vibes) 🤖 12 lessons from AI pair programming Read on for all the details 👇 codewithandrea.com/newsletter/jun…

Well this was a very interesting and peculiar read!

I asked Claude to generate documentation for one of my projects. First, it estimated 8-10 days based on human work. Then it proceeded to do it all in 20 minutes! There were some minor inaccuracies, but that's still a ~200x time saving...

A bit off season but… All I want for Christmas is “Claude Code with Max plan”

Taking a new shiny tool for a ride 👇 Will report back 🙂

I spent the last few days solving one problem: How to generate ACCURATE documentation for existing Flutter codebases using AI. This proved harder than expected, but I now have a reliable pipeline that can run on any project. Should I make a video about it?

Looks like generating docs is an interesting problem with different solutions and tradeoffs. Need some more time to research this.

As of today, my wife has been putting up with me for 10 years. 😅

Friendly reminder that both good and bad coding compound over time. AI accelerates that.

Pretty reasonable dev workflow: - write detailed requirements as an issue on GitHub - ask Claude Code to make a plan - write it to ai_plans/issue#-and-slug.md - let CC implement the plan - review, tweak, test and commit - use CC to push a PR, including the plan in the description

After 17 years in the UK, I’m moving back to Italy! 🇮🇹 London has been very good to me, but it’s time to start a new chapter in life! Super excited! ☀️

Really interesting writeup about the dangers of using AI agents on production data/infrastructure. 👇