dash12 // ------------

Most automation workflows do not fail because the logic is wrong. They fail because nobody designed for retries, rate limits, observability, cost, ownership, and bad data. I’m building tools and writing notes to help automation builders ship production-grade workflows.

@omarvvvr Connections in person

If everyone can build with AI now… what will actually make a startup succeed?

@adahstwt Yes and yes. So true. Even great engineers just losing the habit of deep thinking

the real danger of AI isn’t job loss. it’s people slowly losing the habit of thinking for themselves 👀 are we already seeing this happen?

@vibeonX69 Why do you use brave in the first place?

I am a Brave user, Give me on reason to switch to Chrome

@kaaaash____ No reason

I'm a Codex user. Give me one reason to switch to Claude

@asaio87 Until the first security issue and crash in production. AI is a great tool in a hands of developer. Nothing against, the AI is not an issue, how to use it is

AI agents already writes better code than 90% of developers. What do we still have against ai coding ?

@zuess05 These posts are going back and forth all the time. There are tones of post that the reddit is awful and you can't find users there, so go to X. And on X the same backwards - go to reddit. So, what's left here... linkedin perhaps

Where did you actually find your very first paying user that wasn't a friend?

happens to the best of us

@asaio87 Depends of course, but 98% very true. If you vibe some landing page with form from hubspot than you probably won't have problems. But yes, of course to plan and implement backend and do is still far away from autonomous AI agent without human in the loop.

Nobody wants to admit it but "vibecoding" works until your app has actual users. Then you discover what senior engineers have been getting paid for.

@RodmanAi Depends on your country the electricity bill will be higher than Gemini tokens at the same scale. And Mac mini is not for usable models

A developer got hit with a $170 Claude Code bill in just 10 days. Then someone showed him a different path. He bought a $599 Mac Mini, installed Ollama, pulled a few open-source models, and pointed Claude Code to localhost instead of the cloud. Result? → No API costs → No subscriptions → No data leaving his machine Now he's running Claude Code with DeepSeek and Qwen locally for roughly $3/month in electricity. The math is wild: Before: $459/month in AI subscriptions. After: One-time $599 purchase + a few dollars a month to run it. That's over $5,000 saved in the first year alone. A tiny box sitting under a desk is replacing what many people are paying hundreds per month for. And somehow, almost nobody is talking about it.

What skill is still valuable if Claude and Codex become 10x better? I’ll start: Understanding requirements.

@weswinder Haha. Yeah

fable 5 just refactored my entire codebase in one call 67 tool invocations. 1M+ new lines. 24 brand new files it modularized everything. broke up monoliths. cleaned up spaghetti none of it worked but boy was it beautiful

@sflorimm @araseb_ Lol, this is good

@araseb_ i can swim

prove me you're not an ai

Great article on sync engines Feels like we’re returning to the offline-first app era Firebase, Relay pushed years ago — but now with stronger primitives: sync engines, local data, mutation queues, multiplayer, and CRDT-style thinking. shivekkhurana.com/blog/sync-engi…

What fonts do you use in your RTL UI

@Anas_founder All of them?

Guess the AI model

@justbyte_ Vercel

devs, where do you host your personal projects? - Vercel - Netlify - AWS - GitHub pages - DigitalOcean

@egorkabantsov Dart

Which programming language has the ugliest syntax?

What are these "reply and get 5mln impressions" posts? The whole feed is in this. Somebody is creating accounts in loop and post in loop with n8n?

@TechByTaraa Java, Pascal, Delphi, assembly

which programming language you learned once but never touched again?