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.

@DevPaulC Looks like...sad. the whole feed is in stupid bot questions

is the only way to grow on X is to ask stupid questions like… As a developer, do you eat?

@devops_nk If you have years of experience you likely worked with all of these technologies, it doesn't mean the company uses all of them, so no, its not an entire department, but if you know aws and scripting you likely will be good with gcp or azure as well.

Dear recruiters, If you're looking for: • AWS, Azure, GCP • Kubernetes, Docker • Terraform, Ansible • Jenkins, GitHub Actions, CI/CD, GitLab • Linux, Networking, Security • Monitoring (Prometheus, Grafana) • Scripting (Bash, Python) • Incident management, SRE practices - That's not a DevOps Engineer. - That's an entire IT Department.

@yashmp2004 Amount of data could change, infra issues like logs overdose

backend interview question: your API was fast yesterday. today it’s 10x slower. code didn’t Change.   traffic didn’t Change.   database didn’t Change. so what Changed?

@AdiD3v 3.11, my favorite

Real ones remember when it looked like THIS 🙂🙃 Which Windows did you grow up on?🫵🫵

btw he created Linux without Fable 5

@aditiitwt AI killed it. Very sad.

Stack Overflow used to be my first tab Now I can't even remember the last time I visited it When was the last time you opened Stack Overflow?

@piyush784066 Node or go. Depends on the backend purpose

Be honest As a developer, which backend framework is worth it in 2026?

@zuess05 No offense lol, smart people can do everything. But I see a trend where 1-2 year react coder after online courses is trying to build a marketplace or real-time app for crypto traders. The common thing between them they choke on deadlock

@dash12_dev Lmao yeah that’s not happening

What is the most overrated developer trend right now?

@nirajxdev This is not about product, this is about market value of the company on paper

$60 BILLION FOR AN AI CODE EDITOR FOR WHAT? AN AI CODE EDITOR??? SERIOUSLY ????????

@dev_maims Silence means its time for coding. Nobody like to code in noisy space

Twitter be like: 100 views, 12 likes, and absolute silence.

@adahstwt Pentagon

Who do you think will actually win the AI race long term? - OpenAI - Gemini - Meta AI - Anthropic - Grok

@om_patel5 Hilarious

SOMEONE BUILT A CLAUDE CODE PLUGIN THAT REFUSES TO WORK UNTIL YOU DO PUSH-UPS OR SQUATS its called workout gate and it is exactly as cursed as it sounds when the hook fires, it blocks your prompt, opens your webcam, and makes you exercise to keep coding > it counts your reps live through the webcam with mediapipe, no honor system rounding down > only releases your prompt once you actually finish the reps > quit halfway and the leftover reps get saved as debt for your next session > chill, demo and hardcore presets, plus prompt based, time based or random triggers > tracks stats, streaks and personal records right in the claude code statusline we automated the coding, now we're automating the part where we actually take care of ourselves

@sflorimm I enjoy building. Some of the tools for local community and others for myself. Works good so far

be honest. are you building because you enjoy it or just for the money?

@BratDotAI Scalability, reliability, maintenance. Nobody wants to find that small insert that broke the DB

What’s the biggest hidden cost of AI coding? - Code review - Debugging - Security - Dependency

I crossed the mark of 5K installs like a week ago, but Google Play still shows 1K+ downloads. Why so?

I see tones of bot posts like Hey founders, looking to connect... and all of them about saas, web. Nobody is about product, mobile, desktop apps

@uday_devops Lately linkedin messages looks like 2 claude instances are chatting and trying to sell something to each other

X is full of founders Reddit is full of opinions LinkedIn is full of …

Discovered tally.so today. Great product, recommend. Simple, reliable, has an API, created all forms i needed programmatically and it just works. Good way to gather feedback from users

@TechByTaraa Try to vibecode quickly a desktop app

@TechByTaraa Because of quick distribution of the products. Web is the quickest platform

why are vibe coders mostly web developers ?