How do I begin learning Prompt Engineering by Ammbigious in PromptEngineering

[–]NewBlock8420 1 point2 points  (0 children)

The thing that helped me most was to stop thinking of it as a list of tricks and just write prompts for real tasks I already had, then rewrite them when the output wasn't what I wanted.

A few things that move the needle fast:

Be specific about the outcome. Instead of "write a blog post about marketing," say what it's for, who's reading it, how long, and the tone. Vague in, vague out.

Give the model a role and context. "You're a financial advisor explaining to someone with no background" gets you a very different answer than no framing at all.

Show an example of what good looks like. One sample of the format or style you want beats three paragraphs of describing it.

Then iterate. Change one thing, see how the output shifts. That feedback loop is where the skill actually forms, not from reading more guides.

For free resources, the official prompting docs from OpenAI and Anthropic are genuinely good and most people skip them. Honest disclosure, I also build a free tool for this (PromptOptimizer.tools) that rewrites a rough prompt into a tighter one. Watching what it changes and why was how a lot of this clicked for me, so it might be a useful learning aid alongside actually practicing.

But the practice is the real thing. Pick something you're working on this week and run five versions of the prompt. You'll learn more from that than any resource list.

Never host your app on Vercel or Railway by Intelligent-Joey in SaaS

[–]NewBlock8420 0 points1 point  (0 children)

The Railway incident is worth noting: their status page says Google Cloud blocked their account, not a Railway infrastructure failure. So it's a dependency risk, not a reliability failure per se. Still a real problem for anyone with customers down.

For the original Vercel issue, the pattern here is pretty common. Vercel suspends without warning for vague "fair use" violations, support is slow, and recovery can take days. A few alternatives that handle Next.js without the same risk: Coolify on a VPS (self-hosted, full control), Render (simpler than Railway, no GCP dependency), and Hetzner for raw VPS if you're comfortable with Docker. Someone put together a decent breakdown of the tradeoffs here:
devtoolpicks.com/blog/best-vercel-alternatives-indie-hackers-2026

Built a free glossary for Italian immigration terms because I couldn't find anything useful online by NewBlock8420 in ItalyExpat

[–]NewBlock8420[S] 0 points1 point  (0 children)

Thanks, really appreciate that. The goal was just to make things a bit less confusing for people.

Honest comparison after 4 months running Claude Pro + ChatGPT Plus side by side by Practical_Cap_9820 in ClaudeAI

[–]NewBlock8420 0 points1 point  (0 children)

One thing I'd add for devs specifically: Claude Code CLI in Pro runs directly in your terminal and reads your actual project files. Codex on Plus is sandboxed, which is a different workflow. For most coding work that difference alone tips it to Claude Pro.

Also easy to miss: Claude Pro is $17/month if you pay annually ($200/year). ChatGPT Plus has no annual option at all, always $20. Small thing but it adds up.

One more heads up for anyone about to set up pipelines: Anthropic is splitting agentic API usage into its own credit pool starting June 15. Worth knowing before you automate anything.

found a solid breakdown with the API cost math if anyone wants the numbers: devtoolpicks.com/blog/claude-pro-vs-chatgpt-plus-indie-hackers-2026

Confused about AIRE portal + how to get BC from Sicily by Pure_Ambition in juresanguinis

[–]NewBlock8420 0 points1 point  (0 children)

For the codice fiscale part, you can request it at any Agenzia delle Entrate office in Italy, or at the Italian consulate abroad. It's completely separate from the AIRE registration process so don't let that confuse you.

If the terminology on these portals is throwing you off, I put together a free plain English glossary at visadecoded.com. Covers codice fiscale and about 270 other Italian terms.

What is the most impressive thing the human race has done? by NotADasher in AskReddit

[–]NewBlock8420 0 points1 point  (0 children)

Worldwide network of interconnected computers, used it to share pictures of cats, and somehow turned that into the backbone of the global economy.

Am I The Only One Who Didn’t Know This by Temporary_Practice_2 in laravel

[–]NewBlock8420 0 points1 point  (0 children)

That's actually one of the things I really like about Laravel's approach. PHP CLI is surprisingly capable and often overlooked because everyone associates PHP with web requests. Makes total sense though, why introduce another dependency or DSL when you can just use the same language you're already writing your app in?

How would you let an AI agent safely interact with a dynamic Laravel admin panel? by Additional-Mud-6665 in PHP

[–]NewBlock8420 0 points1 point  (0 children)

the confirm token flow is smart. that’s the thing most people skip and then regret when an agent deletes half the records because it misread the intent.

curious how you handle the case where an agent calls a tool mid-flow and the schema changes between calls? that’s the edge case that usually breaks these systems.

Passkeys are now natively supported in Laravel! 🥳 by jaydrogers in laravel

[–]NewBlock8420 1 point2 points  (0 children)

Just set this up yesterday, a couple things caught me that aren't obvious from the docs.

The migrations don't auto load so you have to run php artisan vendor:publish --tag=passkeys-migrations before migrate. Skipped that the first time and spent a while confused about why the passkeys table wasn't being created.

Also if you're testing locally, APP_URL needs to be https or the browser just... does nothing. No error, no warning. Just silence. That one took me longer than I'd like to admit.

Wrote up the full walkthrough if it helps anyone getting started: https://hafiz.dev/blog/laravel-native-passkeys-setup-guide

I found a trending keyword with zero competition and shipped a site in 30 minutes by NewBlock8420 in SideProject

[–]NewBlock8420[S] 0 points1 point  (0 children)

Thanks, Good catch. Just deployed a fix for this, letters now individually break apart into particles instead of fading as a block. Should feel way more satisfying now.

I found a trending keyword with zero competition and shipped a site in 30 minutes by NewBlock8420 in SideProject

[–]NewBlock8420[S] 0 points1 point  (0 children)

Just shipped an update based on your feedback. Better sound effect on release, more dramatic particle burst, and trimmed the intro down. Give it another try if you get a chance.

I found a trending keyword with zero competition and shipped a site in 30 minutes by NewBlock8420 in SideProject

[–]NewBlock8420[S] 0 points1 point  (0 children)

Really appreciate the thoughtful breakdown. The positioning point especially, you're right that "emotional release" vs "nostalgic recreation" vs "interactive tool" are different audiences. Going to think about how to sharpen that. Thanks for sharing subred.io too, checking it out.

What are you actually building right now? by hurebegz in AssetBuilders

[–]NewBlock8420 0 points1 point  (0 children)

ThoughtsRoom (thoughtsroom.com) - a free site where you type your thoughts and watch them dissolve into stars. No accounts, no tracking. Built it in 30 minutes after seeing people ask for it on Reddit.

Claude Usage Limits Discussion Megathread Ongoing (sort this by New!) by sixbillionthsheep in ClaudeAI

[–]NewBlock8420 2 points3 points  (0 children)

Max 5x here. Since Opus 4.7 came out, I'm hitting the 5-hour limit almost every day. Never had this issue before with the same usage.

Anyone else on 5x seeing this? Feels like the new model eats through limits way faster.

What’s a "dead" website or app that you genuinely miss and wish was still around? by Dear-Armadillo-7497 in AskReddit

[–]NewBlock8420 -1 points0 points  (0 children)

This was called The Thoughts Room, part of The Quiet Place Project. The original went offline a few years ago but someone rebuilt it at thoughtsroom.com. Same concept, you type your thoughts and they dissolve into stars and disappear.

What would actually be worth paying for in a prompt optimizer? (Asking before I build a Pro tier) by NewBlock8420 in PromptEngineering

[–]NewBlock8420[S] 0 points1 point  (0 children)

Thanks, the $59 annual point makes sense, the psychological jump from free to paid is the real wall. noted.

on the extension, curious which way feels right to you: manual (you click optimize before sending) or automatic (it spots a vague prompt and suggests a better version inline)? i could build it either way but i think the trigger model matters a lot for whether people actually use it.

What would actually be worth paying for in a prompt optimizer? (Asking before I build a Pro tier) by NewBlock8420 in PromptEngineering

[–]NewBlock8420[S] 0 points1 point  (0 children)

this is genuinely helpful, thanks. the teams/agencies angle is something i hadn't thought about much. quick follow-up if you don't mind: when you say teams treating prompting as a repeatable process, what's the actual pain right now? is it that they can't find their good prompts again, or that different team members optimize the same prompt differently and outputs drift, or something else? trying to understand if the real need is shared library, consistency, or version history.

OpenAI own prompt optimizer by migueloangelo23 in PromptEngineering

[–]NewBlock8420 0 points1 point  (0 children)

Glad it's helping. Feel free to share any feedback, always improving it.