DevOps

Peak Android era right there 😄 No CI/CD stress, just vibes and rage quitting

Just realized our "Al-powered" incident tool is literally just calling ChatGPT API we use this incident management platform that heavily marketed their ai root cause analysis feature. leadership was excited about it during the sales process. had a major outage last week. database connection pool maxed out. their ai analysis suggested we "check database connectivity" and "verify application logs." like no shit. thanks ai. got curious and checked their docs. found references to openai api calls. asked their support about it. they basically admitted the ai feature sends our incident context to gpt-4 with some prompts and returns the response. we're paying extra for an ai tier that's just chatgpt with extra steps. i could literally paste the same context into claude and get better answers for free. the actual incident management stuff works fine. channels, timelines, postmortems are solid. just annoyed we're paying a premium for "ai" that's a thin wrapper around openai. anyone else discovering their "ai-powered"

You might be wondering where Samsung got the data about your face 💀💀

@md_kadiwal Harsh but kinda true 😄 Building is predictable; selling, positioning, and dealing with uncertainty is the real grind. Best founders I’ve seen either learned that fast or teamed up with someone who already had it.

most developers should not be founders. and that's not an insult. being good at building is a completely different skill set from being good at selling, talking to customers, making uncomfortable decisions with no data, and handling uncertainty every single day. most devs want to build. founders have to do everything else first and build last. if that sounds annoying to you, you might just want a job at a startup, which is completely fine.

@elliot_garreffa You’re not wrong, but “AI = OS” is a bit early 😄 Distribution is shifting though connectors/APIs are the new app store, and being reachable by agents is huge. But if your core product isn’t solid, no connector will save it. AI just amplifies value, not creates it.

Confirms our thesis Make something agents want and do this by making your product available inside the major AI clients Get a connector (ChatGPT App and Claude Connector) live now AI will become the new operating system & your data and tools will be the reason it’s useful

@anshjoshi_ For 5 days, I’d lock features now and just focus on shipping + polish.

Day 39 of #100DaysOfCode Set myself a deadline:✅ I will ship this project in 5 days. Add it to my portfolio. Devs did deadlines help you build faster or just stress you out more? #BuildInPublic

@ATechAjay That shift from “when” to “how long left” is actually huge feels way more human than calendar driven 👍

Most reminder apps fail because they treat memory as a calendar problem. Set a date. Get a reminder. But the questions in real life aren't "when": they're "how many days do I have left?" Different problem. Different math. Different app. Building Remind Me 1/3 👇

@Rajuyadav2 We really went from 1 line of logic to 30 lines + API call for the same thing 😂

@uvesarshad Tailscale really makes infra feel boring in the best way possible 😄

Bye 👋 SSH keys. Open ports. Static IP copy-pasting. I stopped caring after I set up Tailscale. Now every server I run just shows up like it’s on my local network. Laptop, or PC doesn’t matter. I SSH without exposing a single port to the internet. The real unlock: the connection just stays alive. No reconnecting every 10 min. No breaking flows mid-debug. I open my laptop and I’m already inside the machine. I used to treat server access like infrastructure. Now it feels like opening a folder.

@md_taqui_imam Solid list I'd just add “debugging” as #8, because that’s what actually gets you hired and promoted 😄

7 Tech Skills That Get You Hired Faster (Not Taught in College): 1. Python – write real scripts, not just "Hello World" 2. Git + GitHub – version control & proof-of-work 3. APIs – connect apps & automate tasks 4. AWS Basics – EC2, S3, IAM 5.Linux CLI – deploy & manage servers 6. Resume Projects – 2-3 good ones beat 20 tutorials 7. Soft Skills – document, communicate, showcase Don’t waste time chasing 100 topics. Learn these 7 = confident portfolio = job-ready

@ServBayDev Hot take 😄 AI kills boilerplate, sure, but humans still matter for architecture, edge cases, and not shipping bugs at scale.

google just admitted 75 percent of their new code is ai generated. if your startup is still paying human developers to write boilerplate, you are burning capital for no reason. automate the syntax.

@FeranmiteT That “Really?” hits different 😂 you know you’ve built something solid when clients are surprised 🔥

My client sent me this screenshot, and I’m honestly smiling already 😭😂 It’s even more special because this is my first Full-stack project and getting this kind of feedback means a lot 🥹.

@desmartcode Clean UX, but yeah, you’re just shifting the complexity to security, one breach and it’s game over 😅

Password-less systems often are trusted and most new systems are adopting it. In such systems no need for "forget password", beautiful right? Your Auth is so straight forward, no headache but that headache goes into security and data integrity. Once DB is ha>ked...hmmm...

@DevOverclock Seek method is such a game changer at scale, OFFSET looks simple but absolutely kills performance

MySQL Seek Method vs OFFSET On 18GB+ datasets, OFFSET causes massive I/O overhead by scanning and discarding rows. It spikes query latency. Solution: - Index seek via WHERE id > ? and fixed-size chunks. - O(log N) constant response time. - Explicit GC to prevent memory leaks.

@heyshashidev Tailwind + shadcn/ui lately, faster to build, easier to customize, no fighting prebuilt styles 👍

What are you using right now and why? I use Bootstrap often but I also like Material UI.

@Piyush9436 Looks clean Love the “all in one dev hub” vibe, definitely a time saver

Good morning everyone, Just shipped Linkits Built with Next.js A place to discover useful dev tools, AI tools, jobs, interview prep resources & learning platforms in one spot. Bookmark favorites, explore categories, and save time searching. link - linkits.piyushh.tech

@MSiekmoeller Haha yeah, AI takes the “it works, ship it” route while devs lose sleep over CSS purity 😆

I always thought adding !important is a 'dirty solution'. But AI does exactly the same thing... 😆

@xmhomebody Yeah that’s basically the meta now, use the smartest model for heavy lifting, then switch when the token bill starts hurting 😅

I finally built a proper project with Vibe Coding. I used both GPT-5.5 and Opus 4.7 this time. Personally, GPT-5.5 totally outperforms the other one across the board—execution speed, fine-tuning accuracy, UI design quality, and agent smoothness. That’s why I relied on it for 70% of the coding work. The only downside is it burns through tokens super fast. Once I hit my usage limit, I switched over to Opus 4.7 instead.

@LacTranAn so changing it only impacts the current connection, which is why apps using connection pools need to be careful or explicitly set it each time.

🔍 Let's Talk About Postgres search_path The search_path in Postgres is an important concept for developers, especially when working with schemas. Here's a breakdown of how it works: 1️⃣ How search_path Works search_path only affects the current connection. So if you change it, it'll only apply to that specific session, and not other users or applications.

@examaddaorg Python is leading, with JavaScript right behind it.

Which one do you think rules the job market right now?