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devops_nk

Nandkishor

Verifiedactive
@devops_nk

DevOps @Accenture | Tech | AI | Humor Sharing DevOps & AI insights + daily hustle ✨ Collabs: DM or 📩 nkcollabs.in@gmail.com

RosterTech Career & Coding EducationAI Agents & Productivity ToolsLifestyle & Self-Improvement
23,333 followers · 1,818 following · Last polled 4h ago
Perf. Score
51.2
Rank #226
Value Score
62.3
#103 of 273 priced
Median views
1.7K
p25 1.3K · trailing 7d
Followers
23K
+0.4% 7d
ER (impr.)
3.31%
eng ÷ impressions
ER (foll.)
0.55%
eng ÷ followers
Est. CPM
$28.8
QT-rate basis
WoW views
-91.9%
▼ falling

Rates & value · est. from 1.7K median organic views

fairly priced
Quote tweetbasis
$50
$28.8 / 1K views
Post
—
no CPM
Thread
—
no CPM
Retweet
$150
no CPM
Value Score 62.3 · rank #103 of 273 priced$724.64 / 1K engagementsrate age unknown (pre-audit import)

Trends

Follower growth
Median views / day
Engagement rate
View distribution · trailing-7d posts

Each blue dot is one organic post. The Performance Score ranks by the median (1.7K), not the mean (3.9K) — so a single viral post doesn't inflate a creator's reach. The p25 floor (1.3K) is the level 75% of posts clear.

Recent posts · ranked by views

PostPostedViewsLikesRepostsRepliesQuotesBookmarksER
Justice for Gemini https://t.co/ntcf4ANkts16d ago2.2M91K4.0K1741555.9K4.55%
2026 is brutal for everyone. - No salary hikes - Layoffs everywhere - Inflation keeps rising - AI evolving 10x faster - Fewer job opportunities - No openings for freshers - People delaying marriage - Govt is arresting youngsters - Real estate is becoming unaffordable Everyone is just trying to survive at this point. What a time to be alive.frozen7d ago964K2.2K24466333480.30%
Being a Software Engineer in 2026. https://t.co/uJAZ9ElEXc
frozen
7d ago
958K
10.0K
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We’re so back. - DevOps Engineer - Platform Engineer - Infrastructure Engineer - SRE Engineers will be needed. https://t.co/ZX4glupAijfrozen23d ago460K6.2K42965381.6K1.81%
If you are applying for a job in 2026 and link takes you to the "Workday" portal. You know you will never make itfrozen9d ago445K9.5K5932521676492.50%
Only software engineers will understand why this is actually funny. https://t.co/mAgjRdxxSMfrozen20d ago415K11K54694741.5K3.30%
Software Engineer's life after 10am PT. https://t.co/WW4agIHCEffrozen23d ago228K3.1K1283352461.53%
When you switched your LLM from Opus 5.5 to Haiku 5.5 to save tokens.14d ago155K2.3K11028123611.81%
OpenAI launched Dots. But forgot to buy https://t.co/VMIf1tIXvg Elon already owns it. Now https://t.co/VMIf1tIXvg redirects to Grok Bot. OpenAI: “We launched Dots.” Elon: “Thanks for the traffic.” https://t.co/s7Yoat4cC4frozen23d ago90K54230426450.74%
I have two roommates, and both earn ₹12 LPA+ Still, last weekend, they signed up for Rapido Bike Taxi and did a few rides just for fun. Both own sports bikes. One earned ₹900, and the other earned ₹500. Imagine earning ₹1 lakh/month and still doing this. Boys can do anything for fun.10d ago86K594104631320.92%
Gen-Z in 2040 after using ChatGpt/Claude for everything.24d ago84K558431211120.86%
Average LALA Companies in INDIA https://t.co/k25oNfDji66d ago76K2.3K1158424933.42%
Dario Amodei: If my revenue is not $1 trillion by 2027, Anthropic will go bankrupt. What do you think about it ?frozen23d ago73K456265018870.88%
Dario after telling everyone to slow down AI development, then launching a more powerful model a week later.frozen1mo ago65K29514154410.57%
Claude VS Me https://t.co/mkdr93snZQfrozen21d ago60K4.5K23733142348.27%
Me and Claude at 2 AM when tomorrow is the project deadline.16d ago57K46031106961.06%
BREAKING: For the first time in history, Elon is ready to lower Starlink's prices to make it affordable for Indian users. This is getting out of hand! Elon is on a mission to bring internet access to every corner of India. Whether it's remote areas, emergencies, or floods, Starlink can provide connectivity where traditional networks struggle to work.frozen12d ago55K3934644722331.70%
🚨 US suspends Infosys, TCS, Wipro, HCL and other IT firms from the Green Card programme. > Microsoft & Adobe also suspended amid federal investigations. > Used by employers to sponsor foreign workers for permanent residency. US authorities allege system abuse. > PERM is required for most employment-based Green Card applications. > New PERM applications are blocked and pending applications are put on hold. > This does NOT cancel H-1B visas. > Indian IT professionals seeking permanent residency could be affected. > Firms may also face higher legal & compliance costs. > 9 universities, including Harvard, Yale & Stanford, are also facing investigations. Back-to-back pressure on the IT industry 🥲frozen14d ago55K15217157250.40%
Software Engineers thinking they’ll survive another year in Tech Meanwhile, OpenAI: “20+ AI launches in one day.”24d ago51K1.4K761811463.23%
We built IAM for humans. Now we need IAM for AI agents. AgentID is basically “Sign in with Google” for agents giving them their own identity while linking them to a human owner. This is going to be huge for DevOps and security.16d ago47K3627150.11%
That one employee who trusted his manager’s for US onsite promise and rejected a 100% hike switch. https://t.co/oVVW6FViXTfrozen14d ago46K1.7K78183804.11%
Interviewer: Your API is getting 15,000 requests/sec. The server is overloaded. Users are complaining. You have 15 minutes to fix it. Me: I’ll apply for sick leave immediately. Interviewer: https://t.co/4GNT92MuH7frozen27d ago43K828353161182.37%
LinkedIn mfs who used to post AI slop after hearing about text watermarking. https://t.co/uy7tsl4UtG17d ago42K5121990411.39%
Companies can't afford to give you a 20% hike, but can afford to hire someone at 30% higher pay. Why companies do this ?29d ago39K480217812321.61%
As a DevOps Engineer who’s worked with AWS/Azure, Deployment and Auto scaling InstaCloud caught my attention. It’s built for AI agents they can deploy, create replica environments, test, and autoscale while InstaCloud handles the infrastructure. They’ve raised $8M. Curious to see how this plays out against traditional cloud providers like AWS and AZURE.frozen23d ago38K266221511941.30%
Must-know AI agent ecosystem tools in 2026: Agents Cloud :- InstaCloud Agents Browser :- TinyFish Agents Tool Marketplace :- Monid Monid just raised $7.7M with 2,500+ APIs and pay-per-call pricing. https://t.co/0hUjLfA0XB16d ago35K40241530.28%
We live in a country where every good innovation is treated like a scam. Crypto? A scam. Starlink? Stealing our data. Self-driving cars? Killing jobs. Robotics? A threat to the economy. AI? Taking away jobs. Prediction markets? Gambling. Meanwhile, people in the US are building businesses, making money, and using these technologies to improve their lives. Instead of finding ways to regulate and adopt good technology, we keep finding reasons to reject it. You can't build a future by being afraid of innovation.frozen13d ago24K4715115410493.03%
https://t.co/EjXg1QHUI2frozen10d ago22K217371023612.89%
If Indian parents stopped financially supporting their children after graduation tomorrow, the streets would expose a crisis no government is prepared for. Millions of young adults rely on their parents for housing, food, healthcare, education, marriages, and even during unemployment. Indian parents don’t just raise children. They quietly subsidise society. What do you think about it ?frozen13d ago21K55474389573.50%
Name a CEO that literally nobody hates https://t.co/Gdhvjb2HJP17d ago21K90254150.73%
Is the job market really cooked in 2026, or am I misunderstanding it? For me, it took 6-7 months to make a proper switch I thought may be due to it's my 1st switch. But while talking to my ex-colleagues, I’m hearing the same thing. Earlier, they could switch companies within 2-3 months, but now, despite having 5+ YOE and good skills, they’ve been struggling for the last 6-7 months. - Fewer interview calls. - No response from HR after interviews. - Companies not matching expected salaries. - Offers getting revoked at the last moment. Is AI and the hiring slowdown really making the market this tough? What’s your experience?frozen20d ago18K1256232441.12%
How toxic work culture looks like: My friend finished all her work and asked her TL if she could log off early to attend Ganesh Visarjan. The TL said: “If you don't have work, ask in the group.” So she did. An hour later, the same TL posted in the group saying they were leaving early for Ganesh Visarjan. Some managers want employees to respect their time, while treating employees’ time like it has no value. Corporate hypocrisy at its finest.frozen27d ago18K119230120.77%
Everyone wants ₹40–50 LPA. Very few want the journey that comes with it. People earning ₹40–50L+ often made uncomfortable choices: → Risky switches → Moving cities → Longer hours → Weekend work → Taking career risks Meanwhile, some people want ₹50L without accepting any uncertainty. There’s nothing wrong with choosing stability. But you can’t demand the upside without accepting the trade-offs. Ambition without commitment eventually becomes frustration.11h ago18K92864410.85%
Has anyone completed a Claude certification? How was your experience, and which certification should I start with? Looking for some suggestions. https://t.co/shH5kciSe725d ago17K11571801361.60%
I guarantee you, focusing on the gym, upgrading your wardrobe, cleaning up your diet, and working on your skills will change your life 10x better. Take care of yourself, build your confidence, and watch everything else start to fall into place.frozen10d ago16K1.8K1186029113.56%
Here we go! 🙏✨ Manacha Pahila Ganpati - Shree Kasba Ganpati ❤️ No doubt, Ganeshotsav is the biggest festival in Maharashtra! 🧡 https://t.co/pX70sXkBrHfrozen28d ago15K230993131.73%
I still remember my grinding days working a 9-5 while preparing for a job switch and building on 𝕏. My routine looked like this: 7 AM → Wake up 8–11 AM → Job Switch study 11–12 PM → Get ready + commute 12–8:30 PM → Office Breaks → Reply to people on 𝕏 9–12 AM → Job applications + create content Weekends were for hands-on projects and preparing content for the entire next week. I didn’t go to my hometown for 8 months straight or on a trip during this period. - There were countless interview rejections. - Low impressions on 𝕏. - Days when nothing seemed to work. But I kept going. And eventually. > I switched jobs with a 150% hike. > Hit 23K+ followers on X. > Received 10+ payouts. > 30+ Brand Collaboration. Good things take time. You don’t need to have everything figured out. You just need to keep showing up when nobody is watching. If I can do it, you can too. Keep grinding until you win.frozen8d ago14K348142941263.62%
I am safe, are you ? https://t.co/AvqHefZo9tfrozen14d ago12K164972311.82%
When you find an article that answers almost every Kubernetes Ingress interview question.frozen10d ago11K38953613547.49%
Best moment from today’s Miravnuk. The energy was NEXT LEVEL.🔥 https://t.co/XICIrtsBI8frozen27d ago9.9K111661171.42%
🚨 The Docker meme every DevOps beginner eventually understands 😂 “It works on my machine.” ↓ Docker: “Not anymore.” ↓ Docker Compose: “Let’s bring the whole team.” ↓ Kubernetes: “Now let’s run this in production.” But jokes aside, here’s the easiest mental model: 🐳 Docker = PACKAGE Containerize your app + dependencies. 🔗 Compose = CONNECT Run multiple containers together, Backend + DB + Redis + NGINX. ☸️ Kubernetes = CONTROL Deploy, scale, restart and manage containers in production. Think e-commerce: 🌐 NGINX ⚙️ Backend 🗄️ Database ⚡ Redis Docker → Containerize them Compose → Run them together locally Kubernetes → Manage & scale them in production Remember: Docker = Create 📦 Compose = Connect 🔗 Kubernetes = Control 🚀25d ago9.8K849100531.60%
After using my Honda CB350 RS for a week and riding 500 km, here’s my honest review: 🟢 Pros: - The engine is so smooth and reliable that you won’t feel any vibration even at 100 km/h. - The exhaust note is uff! It’s just perfect, and you’ll really enjoy it while riding. - The machine is powerful. I also travelled with a pillion on very rough off-road sections, but the bike never felt under pressure. - In city traffic as well, I haven’t faced any issues. It easily overtakes other bikes, and the handling is good; it feels quite agile. - The body-to-weight distribution is awesome. I’m 5'9" and can easily move the bike around without starting it, even in traffic. - The riding posture is very relaxed. I rode 100+ km in a single stretch but never felt any back pain. It’s just perfect. - Mileage: In the city, I’m getting around 30 km/L, and on the highway, around 40 km/L. The first service is still pending. 🔴 Cons: - During the rainy season, the bike gets dirty very quickly because both mudguards are not enough to protect it from mud. You’ll need to add a front mudguard extender and a rear mudguard hugger. - I feel there is a little power lag. Most of the power is in 1st and 2nd gear, 3rd and 4th do a decent job, while 5th is mainly a cruising gear, maybe due to Tall Gearing. - When you travel with friends who have faster bikes, you’ll definitely feel that this bike needs more HP and torque because you can struggle to keep up with them. - The front headlight is not good. It’s too weak, and without upgrading to a better headlight, I wouldn’t recommend regular night rides. - The bike easily goes 100+ km/h and the engine is so reliable and refined that you won’t hear that aggressive engine sound you might expect 😅 🟠 Overall: If you love cruising and want a reliable engine that can last for years, while also wanting a bike that you can ride 5 days in the city and take on weekend trips, this bike is for you. And if you’re buying a bike for the first time, you can definitely consider it. It’s beginner-friendly, no doubt about it. Overall I like this bike. ❤️25d ago9.1K1416221182.07%
2026 Goals Updated List ✅ ☑️ Get monetized on 𝕏 ☑️ Buy a MacBook ☑️ Switch jobs ☑️ Buy my first bike ◻️ Complete home construction ◻️ Earn $10K from side hustles. ◻️Start posting on Medium, Substack & Instagram BTW 2026 is 70% complete. How is your progress ? https://t.co/R5p1Q8JjU9frozen28d ago7.6K1483290342.82%
Dario, after asking the entire tech industry to slow down and launched Claude Opus 5.5 and Claude Sonnet 5.5 within just one week and topped the AI race. https://t.co/eRzo0Zcwctfrozen24d ago7.5K2911150.49%
As a DevOps Engineer, which AI are you using for your day-to-day tasks? - Copilot - ChatGPT - Claude - Cursor17d ago7.0K855322212.07%
BREAKING: Space𝕏 just combined Grok, Cursor, and 𝕏 Premium into one plan called The 𝕏 Subscription. You may now have to pay ₹3399 instead of ₹470 for 𝕏 Premium. New pricing in India: • Plus: ₹759/month • Premium: ₹3,399/month • Super: ₹11,299/month One subscription for AI, coding, and social media. But that price jump ? Are you going to pay ₹3399 for the 𝕏 premium or not?frozen9d ago6.9K28115200.67%
It's true that competition has increased, opportunities are shrinking, and more people are competing for the same jobs. Tbh, relying solely on an IT job to escape poverty is no longer a safe bet in 2026. Layoffs can happen anytime, and finding another job isn't easy anymore. Indians need to start thinking differently. There are other ways to change your family's financial condition. With AI, it's easier to learn new skills and monetize them if you think outside the box. But one thing we can't deny is that competition in India is cutthroat, and everyone is trying to do something better to change their lives.frozen14d ago6.8K11115101723.06%
After DevOps MLOps is the big thing in 2027frozen13d ago6.8K13812170383.00%
Companies don't want to wait 90 days for a candidate to join. Employees don't want to resign without an offer because the job market is brutal. So tell me, how is anyone supposed to switch jobs in this market?frozen4d ago6.6K1198171152.43%
According to 𝕏 new subscription policy, if you never cancel or pause your current Premium plan, you may be able to keep your existing price 👀 My ₹470/month 𝕏 Premium autopay runs until 2035 😂 Check yours and tell me, how long does your autopay last ? 👇 https://t.co/VLSpA2dCKRfrozen9d ago6.6K25116150.73%
₹2,500 for my first Honda CB350 RS service a fair price or got overcharged ? I rode 1,150 km in just 10 days, so it was time for the first service. Honda recommends the 1st service at 1,000 km or 30 days, whichever comes first. The service was free, but my total bill came to ~₹2,500: ₹2,000 → 2L engine oil ₹500 → Chain lube + bike wash Honestly, for a 350cc bike, this feels pretty reasonable to me. But CB350 owners, what did you pay for your first service? Is ₹2.5K normal, or did I get overcharged ?frozen12d ago6.1K56111061.21%
DevOps interviews get harder as you level up. Here’s a simple roadmap to prepare: Junior → Build fundamentals • CI/CD • Docker & Kubernetes • Terraform • Load Balancers • Scaling • Monitoring & Logging • ConfigMaps & Secrets Mid → Solve real problems • CI/CD design • K8s troubleshooting • Deployment strategies • GitOps • Docker optimization • Observability • Blue-Green & Canary Senior → Think beyond tools • Production-grade K8s • Reliability & Security • Incident Management • SLI/SLO & Error Budgets • Supply Chain Security • Disaster Recovery • Cost Optimization • Observability at scale The real difference? Junior engineers learn how tools work. Senior engineers understand why a particular solution should be used. Save this roadmap for your next DevOps interview.frozen20d ago5.9K25335532409.02%
Pune is the place where: 🏖️ Beaches - 3 hrs away ⛰️ Mountains - 1 hr away 🏰 Forts - 2 hrs away 🌊 Lakes - 1 hr away 🌄 Hill stations - 1 hr away Living in Pune feels like having a weekend trip planned every week.15d ago5.7K2355161184.83%
Being a full-time IT professional, my days are always packed. I need tools that save time and make everyday tasks easier. That’s where OPPO AI comes in. This is how I am using it effectively to solve real-life problems: When I’m at work, I don’t always carry my laptop, so I use my phone to read lengthy documents and analyse tech news, which can take hours. But with OPPO AI Mind Space I can summarise key points and turn them into my own X posts in minutes. As a gym person, tracking calories and nutritional benefits matters. With OPPO OSee, I can scan my food and get the details in seconds, so there’s no more unhealthy food going into my body. For me, AI isn’t just about fancy features. It’s about saving time, simplifying everyday tasks, and making more time for what I love. What do you think about these OPPO AI features ?frozen8d ago5.3K4729181.26%
𝑫𝒂𝒓𝒊𝒐: “We must pace the frontier.” 𝐀𝐧𝐭𝐡𝐫𝐨𝐩𝐢𝐜: Went from 𝟑,𝟎𝟎𝟎 to 𝟑𝟎,𝟎𝟎𝟎 merged changes a day in just 6 months. https://t.co/CjIOQdR7lGfrozen9d ago5.2K2724240.75%
DevOps Folks, Gemini 4 Argon is coming! Are you ready? 💀 https://t.co/zq19TSzFd5frozen9d ago5.1K87741112.14%
Remove marriage from the equation, and you’ll realise how much of the “career pressure” is actually social pressure. No pressure to: > Buy a house by 30 > Buy a car by 30 > Hit a certain salary by 30 You have your whole life to build the life you want. We’ve been conditioned to believe that marriage means achieving all of this early. Maybe the pressure isn’t life. Maybe it’s the timeline society gave us.frozen14d ago5.1K1227101313.38%
How people spend their 20-30 yrs in corporate: - No time for yourself - No excitement to go to work - Always working under someone else’s orders - Can’t take a holiday when you actually need one - Same routine, year after year - Waking up with stress in the morning - Sacrificing personal life for a salary - Always connected to work, as if the world ends outside the office And then one day you realise: You spent your best years building someone else’s dream.frozen11d ago5.0K92991192.60%
2022: AI will take your job! 2024: Learn to use AI, or you'll lose your job! 2026: Use AI to write code, but don't use AI in interviews. Software Engineers be like: Bro, please decide. What do you actually want? We can use AI for our day-to-day tasks, but not in interviews. What do you think about this?frozen7d ago4.8K891210082.49%
Finally, I got my Vitamin D and B12 levels back into the expected range. Here’s what worked for me: I took Vitamin D and B12 supplements and also made sure to get sunlight exposure 2–3 times a week. It’s not necessarily about how long you stay in the sunlight, but being consistent with it. I used to spend around 10 minutes in the sun. As prescribed by my doctor, I took: - Vitamin B12: 1 tablet daily - Vitamin D: 1 tablet weekly after a heavy lunch, since Vitamin D is fat-soluble - Vitamin C chewable: 1 tablet daily - Gemsoline: containing calcitriol, calcium carbonate, and zinc I followed this routine for 3 months, and the results are finally here. TBH, getting my Vitamin D and B12 levels back into the normal range has made a noticeable difference for me. My mood is better, I can focus more effectively, I don’t feel tired as often, and I feel much less lazy. Really happy to see the results after 3 months. This is just my personal experience. Please consult your doctor before taking any supplements or following a similar routine.17d ago4.8K79370573.06%
AI influencers are great for grabbing attention. But turning one into an actual campaign video is where things usually get messy. I tried letting Codex + CapCut Web handle that part. Starting with a Jean-style AI influencer concept, Codex can work through the footage with AI Smart Editing understanding the content, choosing usable shots, organizing the edit, and shaping captions, titles, transitions and music. From character idea to campaign-ready video in one workflow. #capcutweb #capcutchatgptplugin #capcutcodex #capcutmarketing "frozen6d ago4.8K1617110.55%
DevOps Interview Series Q5: What is the difference between a Docker Container and a Kubernetes Pod? Save it for quick revision & follow for more. 👇 Answer: - A Docker Container is the smallest unit that runs an application. - A Kubernetes Pod is the smallest deployable unit in Kubernetes that can contain one or more containers. 🟢 1. Docker Container - Runs a single application or process. - Created and managed by Docker Engine. - Has its own filesystem, network, and process space. - Can run independently without Kubernetes. - Suitable for local development and simple deployments. ━━━━━━━━━━━━━━━━━━━ 🔵 2. Kubernetes Pod - Smallest deployment unit in Kubernetes. - Can contain one or multiple tightly coupled containers. - All containers inside a Pod share the same IP address, network namespace, and storage volumes. - Managed by Kubernetes through Deployments, ReplicaSets, StatefulSets, etc. - Pods are ephemeral if a Pod fails, Kubernetes creates a new one to maintain the desired state. ━━━━━━━━━━━━━━━━━━━ Interview Tip: End your answer by saying: "A Docker container is the runtime for an application, whereas a Kubernetes Pod is an abstraction over one or more containers. Kubernetes always deploys and manages Pods, not individual containers."frozen23d ago4.6K1141811844.74%
I don’t do skincare but now I have a bike that needs more care than I do. Bike owners, drop your best maintenance tips to keep it looking and running like new. https://t.co/xzK0qzd7HD29d ago4.6K1013211203.18%
Found this sign in an office, and honestly, every DevOps engineer will understand it: In case of fire: → git commit → git push → Leave building I laughed for a minute. Then I realized how accurate it is. During a production incident, the first thought is often: “Wait… did I push my changes?” We’ve been trained to commit and push before it’s too late. Because sometimes the real fire isn’t in the building. It’s in production. 🚨frozen22d ago4.3K967132213.22%
Claude: Usage limit reached. Resets in 6 hours. Me 0.1 seconds later15d ago4.3K252711056.45%
So finally, no more average-looking vibe-coded websites now we can customise it with Myndlab. As a DevOps, I like that Myndlab goes beyond just generating a pretty UI. It builds the frontend, backend, and database together, and you actually own the code and can deploy it wherever you want.15d ago4.2K2416160.90%
Current AI Race Condition: https://t.co/i1UdHJ0yxC24d ago4.1K12276293.55%
Created by Gemini Argon 4 https://t.co/1esVK72KGjfrozen9d ago4.0K72118052.43%
So, you mean no more talking to AI chatbots? There’s a real person we can talk to and get our answers from. This is useful for mock interview practice as it can build confidence. Having someone notice you in real time and ask questions feels much more like a real interview. What a useful tool. Great vision, guys. @tavus @hassaanraza https://t.co/9X2D4zlBhXfrozen21d ago3.9K43281141.75%
Finally got the chance to visit Manache Ganpati in Pune. ❤️ Since it’s a weekday, I got a peaceful, hassle-free darshan. 🙏 https://t.co/j36j7bgksjfrozen1mo ago3.7K300512128.60%
Raven is basically bringing the AI agent team model to DevOps. Imagine one team handling research, coding, design and on-call while continuously improving its own playbooks. DevOps is slowly moving from managing infrastructure to orchestrating AI that manages the infrastructure.frozen23d ago3.5K45752202.25%
How Managers Test the Patience of Their Employees. https://t.co/9POhF8AQx7frozen26d ago3.4K36320131.58%
Mfs will sleep for only 4 hours, work like hell, stays on an empty stomach, broken inside and still believe that one day everything will be okay.frozen12d ago3.4K1181460134.50%
Me on Friday as soon as clock hit 5PMfrozen13d ago3.3K65161112.53%
What a beautiful place Bhandardara is Truly a hidden gem of Maharashtra. https://t.co/xLirzcly8Ffrozen20d ago3.3K4208101.54%
If you want to become a DevOps engineer, learn Linux first. You don’t need 1000 commands. You need to understand the right commands and how to troubleshoot with them. This Linux cheat sheet covers: • File management • Permissions • Processes • CPU, RAM & Disk monitoring • Systemd & services • Networking • SSH troubleshooting • Logs & environment variables • Package management • Archives & compression • Essential DevOps commands • Troubleshooting flow 🧠 The Linux troubleshooting mindset: Check → Identify → Investigate → Fix → Verify → Monitor Save this for your next Linux revision. Linux skills compound. Practice every day.frozen21d ago3.3K14517911258.98%
We’re living in a broken generation: - Some stopped taking pictures. - Some stopped comparing. - Some lost their first love and can’t love again. - Some lost interest in new clothes. - Some got used to loneliness. - Some accepted what they couldn’t achieve. - Some stopped dreaming big. The same people who once dreamed of everything are now just trying to get through the day. > Check on your people. > Not everyone is okay.25d ago3.3K718101103.03%
Motion Designer it's done bro.frozen14d ago3.3K3824071.56%
It’s a long weekend, and we left Pune at 5 AM. All set for my first long tour. Hope you’re making the most of it too. Where are you going? https://t.co/5VSLSryRsXfrozen21d ago3.2K71112102.64%
90-day notice period? Don’t wait for your dream company. Try the MNC Bridge Strategy. Instead of only targeting product companies, first target companies that are more comfortable hiring candidates with long notice periods: → Infosys → TCS → Accenture → Capgemini → LTIMindtree → HCLTech → Wipro → Cognizant The goal isn't necessarily to stay there forever. The goal is to get ONE offer. Once you resign, your notice period starts shrinking: 90 days → 75 → 60 → 45 And suddenly, you're much more attractive to companies that won't wait 90 days. Apply through: → Naukri → LinkedIn Jobs → Career portals → Employee referrals → Recruiter DMs One offer can change your entire job search. This strategy worked for me and several of my friends. Don’t underestimate it.2d ago3.2K78790354.05%
Man to Man: Only the result matters at the end. No one's going to care about your struggle, depression, or loneliness bullshit. Not even your family. Just results.frozen12d ago3.2K21826100248.78%
It's so over for Microsoft. Meta is officially going after the Enterprise AI market. Mark just announced Meta Enterprise Platform to bring its full AI stack to businesses: > Muse: AI agents > Meta Business Agent: AI for businesses > Muse API: build AI apps > Muse Code: AI-assisted coding > Meta AI models + infrastructure Meta wants businesses to build, deploy and grow with its AI ecosystem. What do you think about it ?24d ago3.2K2511231.01%
At 75, Rajinikanth Sir still makes theatres erupt with whistles and pure madness. Watched Jailer 2 last night, and Nelson has done it again. Thalaivar’s aura is unmatched. https://t.co/fQFh3xQwggfrozen5d ago3.1K76211102.88%
Be a beast. You are a man. There are no excuses. Everyone has to struggle at some point in life. Lock in, find your interest, go all in, and master that one skill until nobody can come close to you. If you really want it, you'll find a way. Stop making excuses like you don't have time or money. God gave you one life, and you have to decide how you want to live it. Either settle for mediocrity or go insanely deep into one thing that can change your life forever. Decide fast, act fast. Overthinking is the real problem. Take the first step and start working on yourself TODAY. Trust me, a few months of pain, discipline, and consistency can change your entire life. Keep grinding until you win. 💪frozen7d ago3.1K1301560536.58%
Why are people delaying marriage nowadays? > Most men worry about handling responsibilities in an economy where layoffs can happen anytim. > Families now expect a flat in a metro city + a ₹1L/month job before even considering marriage. > Finding a loyal partner feels rare in today's hookup culture. > They fear losing their privacy or personal space after marriage. > Many go through a breakup after 25 and struggle to love someone the same way again. > Most girls want a nuclear setup living away from his family but most men aren't willing to leave theirs. > People now realize marriage isn't mandatory they can have everything marriage offers, minus the compromise, while staying free. > Rising divorce rates and horror stories of spouses getting hurt or killed make people more scared than ever. Wait 20 more years, and you'll see half this generation choosing to never marry.2d ago3.1K65660163.01%
Buying a MacBook was the best decision of my life. It helped me work 2x faster and earn 2x more from my side hustle. Just imagining what if I had bought one during lockdown when crypto and NFTs were at their peak. I might have retired by now haha.frozen13d ago3.1K123415194.97%
OpenAI basically dropped an entire AI stack at DevDay 2026: 🟢 Dots:- always-on AI agents with their own cloud computer that can work in the background across connected apps. 🟡 GPT-6.1 Sol:- near-Astra-level performance for coding, computer use & professional work at a much lower cost. 🟠 Ultrafast:- a new high-speed inference tier, up to ~8× faster. 🔵 Pro 500:- $500/month plan with the highest usage limits + Ultrafast access. 🟣 Decisions API:- fast, constrained decision-making for classification, routing & choosing an agent’s next action. 🔴 Agents API:- build durable agents with hosted sandboxes, computer use, tool search, multi-agent workflows & context management. 🔵 Codex Cloud:- run coding tasks remotely with reusable environments that keep working even when your computer is off. 🟣 Codex Security Cloud:- scan codebases for vulnerabilities and help prepare fixes. 🟡 Plugin Extensions:- developers can now build interactive apps, panels and file viewers directly inside ChatGPT. 🟢 ChatGPT Spaces:- shared workspaces where people, AI agents and files can collaborate. 🟣 Pages:- collaborative, editable documents/workspaces inside ChatGPT. 🔵 Sign in with ChatGPT: developers can let users authenticate with ChatGPT and potentially bring their ChatGPT plan into apps. 🟠 @ChatGPT for Slack & Teams: bring ChatGPT directly into workplace conversations. 🟢 Private Intelligence: stronger privacy infrastructure for enterprise AI workloads. Which launch are you most excited about? Basically now ChatGPT is no longer just an AI chatbot. It’s becoming an entire AI ecosystem.23d ago3.0K2424181.28%
Only Linux users can relate to this https://t.co/ditVwUgjhYfrozen6d ago2.9K921072174.35%
Every man must face this at least once in his lifetime. https://t.co/UOnpVDyvIxfrozen8d ago2.9K67330173.07%
In corporate, I’m a big fan of people who are highly knowledgeable yet remain humble and kind, treat everyone with respect, and never make others feel small. True intelligence comes with humility.frozen5d ago2.8K123812295.46%
Never Ever Trust HR15d ago2.7K49451112.57%
If you are a man, don't fall into this trap because, in this generation, only women seem to earn a lot of money from social media. This is because there are many uneducated "simps" who promote them and spend their time watching cringe content. I also see on X that many boys are posting useful and informative content, yet they hardly get any views. Meanwhile, a girl posting a single morning selfie or her daily routine gets 100+ comments. There are simply too many simps out there.18d ago2.7K6046052.77%
The real API problems start after 200 OK. A demo endpoint working tells you very little about production. Good APIs handle the messy parts: > Predictable status codes + stable error codes > Pagination for growing data > Explicit authorization > Timeouts, retries & idempotency > Backward-compatible changes Good API design isn’t just about the happy path. It’s about making failure predictable and recoverable.frozen19d ago2.7K891551616.32%
Interviewer: Can you work under pressure? Me:25d ago2.6K7053033.12%
Got my 1st payout from the new OCR program. Don’t judge the program by your first payout. Many got approved 1-2 weeks later due to appeals + the huge volume of applications. Mine was also 2 digits, but it’s been just 8 days since I enrolled. Don’t get demotivated. Keep creating.frozen27d ago2.6K88331024.79%
🚨 Anthropic just dropped Haiku 5.5 finally, something cheaper. It’s 70% cheaper than Haiku 4.5 and apparently outperforms GPT-6 Luna. Finally, I can use Haiku 5.5 for a little longer before hitting my free Claude limit. https://t.co/m1L19ZXa3E15d ago2.5K3530121.63%
🚨 Accenture reportedly capped central Claude AI funding at just $29/month per employee. Some employees reportedly spend $500–$1,000 monthly on Claude Code for development and testing. Now, extra usage requires project approval or a premium allowance. It's a wake-up call for all. It's time to use less AI and strengthen our fundamentals so that, even if AI isn't available in the future, we can still do our jobs. How much monthly AI credit are you getting from your company?6d ago2.5K46711222.72%
Mysuru, the city of sweetness, peace, and pure love. I spent 6 months in Mysuru during my Infosys training, and I can't tell you how beautiful and peaceful this city is. Mysuru has also been recognised among India's cleanest cities. I had never travelled to South India before, but spending time in Mysuru changed my perspective. The people, food, weather, and culture, I loved everything about it. I visited Chamundeshwari Temple, Mysore Palace, and a few places. Honestly, every place gave me those royal Raja-Maharaja vibes. Mysuru holds a special place in my heart that I will never forget. ❤️ Have you ever visited Mysuru?frozen3d ago2.5K9429054.47%
- Life when you Expect ! - Life when you Accept ! Confused between these two ! https://t.co/L6gJ1J9UiUfrozen11d ago2.5K67321143.54%
Okara Dots > OpenAI Dots for marketing. Drop in your website. Let AI handle the marketing, find your audience, and bring you targeted traffic.frozen23d ago2.5K3114141.67%
Imagine choosing one of the hardest careers. - Years of studying. - Endless upskilling. - 2:00 AM incidents. - Paying Heavy taxes. Just to eventually hear: “AI can do this now.”frozen4d ago2.5K82410144.12%
Job Hunting in 2026 is brutal. I personally experienced it. But always remember don’t take it so seriously that you start thinking your job is everything. Job hunting is exhausting. - You stop feeling hungry. - You stop taking care of your body and health. - You wake up with a heavy mind instead of a fresh morning. - You stop giving attention to your loved ones. - You stop enjoying weekends. - You start doubting yourself. After rejection after rejection, you start thinking you’re a failure in this market. And companies expectations are also on another level. They expect 10 different roles from 1 engineer. You have to upskill constantly these days. But I just want to say: > Don’t treat your job as your whole life. > It may take time to get your next job. That’s okay. > Take care of yourself. Take care of your health. > Spend time with your loved ones. Your life has so much more value than a job.frozen14d ago2.4K671081184.32%
Don't regret spending money on these things: - A good gym membership. - A powerful laptop like a MacBook. - A comfortable bed. - Clothes you genuinely love. - Comfortable chair and a standing desk. Invest in your health, comfort, and productivity. You'll thank yourself later.1d ago2.4K1062100135.49%
Meet Ashoka Rajendra, founder of Orchestra Bio, acquired by OpenAI. > Studied at the University of Virginia. > Worked at Syapse, Clover Health & Benchling. > Started his entrepreneurial journey in 2013. > Raised $20M for Orchestra Bio in 2025. > Built AI-powered software to simplify drug development 🧬 Just now Orchestra Bio, acquired by OpenAI huge win.2d ago2.3K3352262.07%
As a DevOps/SRE, I’m excited to see the automation, orchestration & observability needed to power this next phase of AI. Congrats @gmi_cloud and @alex_yehya on the $668M Series B. Scaling GPUs across the US, Taiwan & APAC is a huge infrastructure challenge. https://t.co/ChV8fTVM7ofrozen22d ago2.3K2536241.76%
Parents Getting Older This one hurts more when you're living away from your family, stuck in a metro city, chasing a job. Just one call a day asking them "how are you" "did you go for your regular checkup" "are you taking your medicines on time." As we're growing up the people who raised us are growing old. And it hurts. Most of the time, our parents don't even tell us when they're sick or something unexpected happens because they don't want us to worry. So try to visit home once every 2-3 months. I know it's not always possible when you're far away. But visit as much as you can because they're the ones who are always happiest about your achievements, no matter how small. Try to achieve success early in life so your parents can see it with their own eyes. I've seen so many people achieve incredible things, but their parents aren't there to witness it. And they feel insanely alone and unsatisfied, no matter how much they've "made it." Call your parents today. Tell them when you're coming home.frozen27d ago2.3K51670103.29%
Interviewer: Why should we hire you? Me: Why did you post the job? Interviewer: 👇 https://t.co/GEH38UDHnlfrozen10d ago2.2K3233041.88%
Do you think vibe coders can reach the same level of expertise as software engineers? Honestly, I don't think so. Using AI to write code is one thing. Understanding systeems, debugging, architecture, tradeoffs and why the code works is another. We should stop calling prompt engineers software engineers.frozen28d ago2.2K5059022.98%
Do you understand Kubernetes? "Yes, continue" If you've spent any time with Kubernetes, you know the feeling. You start with: "I just need to deploy my application." Then suddenly you're dealing with: Pods, Deployments, Services, Ingress, ConfigMaps, Secrets, Nodes, Namespaces, RBAC, Helm… And someone says: "It's actually quite simple." But here's the interesting part: Kubernetes isn't difficult because of one individual concept. It's difficult because of how many concepts have to work together. What Kubernetes concept confused you the most when you first started? Pods? Services? Ingress? Networking? Storage? Helm? Or are you still at "Yes, continue…"frozen29d ago2.2K601070194.37%
How HR sees the gap in resume for Boy's vs Gir's https://t.co/0J2uUG7ADT26d ago2.2K6977074.14%
85% of Maharashtra has been declared drought-hit. Drought-hit farmers will receive ₹5,000 in aid. What a joke. 🙂 Shame on @CMOMaharashtra6d ago2.2K53611003.25%
Vibe Coders have a different AURA in today’s AI world.frozen22d ago2.2K3928042.46%
How to upgrade an AWS EKS cluster from 1.33 → 1.34 → 1.35 without breaking production? Here’s the approach I would follow: (Save it) 1. Take backups first > Before making any changes: → Backup Kubernetes resources → Verify critical workloads → Check cluster health → Keep a recovery plan ready 2. Check compatibility > Before upgrading, validate: → Managed Node Groups → Cluster Autoscaler → AWS Load Balancer Controller → CRDs → Ingress → HPA → Kubernetes workloads 3. Upgrade the EKS control plane > Upgrade one version at a time: 1.33 → 1.34 → 1.35 Don't skip versions. 4. Upgrade Managed Node Groups > After each control-plane upgrade: → Upgrade node groups → Validate node lifecycle → Check workload scheduling → Verify PodDisruptionBudgets 5. Validate AWS integrations > Pay special attention to: → ALB Target Groups → IAM permissions → AWS Load Balancer Controller → CRD compatibility 6. Monitor workloads > After every upgrade, verify: → Pods are healthy → HPA is working → Ingress is functioning → ALB reconciliation is healthy → Nodes are Ready → Application logs show no new errors 7. Manage changes through IaC Use Terraform/Terragrunt to manage infrastructure changes consistently and keep everything reproducible. The key thing to remember: EKS upgrade ≠ just changing the Kubernetes version. You need to validate the entire ecosystem around it: EKS + Nodes + Controllers + CRDs + AWS integrations + Applications My upgrade flow: Backup → Plan → Validate → Upgrade → Troubleshoot → Verify That's the approach I'd use for a production EKS upgrade. Have you done EKS upgrade and which points you want to add it more over here ?18d ago2.1K39922303.84%
Me coming back to my prime after dropping an almost 2M banger. https://t.co/afMDLwm9lm15d ago2.1K5415053.07%
We are the Side Hustle Generation (Gen-Z) I see it around me and in myself, we don't depend on a single source of income. Millennials, when they started their jobs, mostly had just that one paycheck, partly because internet access and smartphones weren't as evolved back then. But us? We started earning right from college. Some of my friends were trading, some sold websites they built, some gave online tuitions, others got into freelancing. I started earning through crypto and NFTs myself. The point is you rarely see someone today who depends only on a salary. People around me are investing, trading, freelancing, creating content, and building SaaS products. My entire circle is full of people doing this. Because in 2026, relying on a single income source just isn't feasible anymore the way the corporate world is moving due to ai, and the way inflation is eating into everything, life is just too expensive to bank on one paycheck. Are you earning from a side hustle ?frozen28d ago2.1K440131103.22%
Software Engineers thinking they’ll survive another year in Tech Meanwhile, OpenAI: “20+ AI launches in one day.”frozen23d ago2.1K2550051.66%
Extortion of employees is nothing new in India. Thousands of graduates enter the job market every year, but employment opportunities remain limited in INDIA. Due to family and societal pressure, many youngsters work for ₹20K–25K in toxic workplaces with hectic schedules. The worst part is that these companies leave you with no time to prepare for a job switch, keeping you stuck for years. If you work in an MNC, consider yourself privileged. Millions are still fighting for that opportunity.frozen6d ago2.1K4644152.85%
Netflix isn’t just a streaming app. It’s a massive technology ecosystem. Behind every recommendation, search, and video session is infrastructure built for scale, reliability, and personalization. The stack spans: > Languages: Java, Kotlin, Python, Node.js > Cloud: AWS, Route 53, Load Balancing, Open Connect > Data: Cassandra, MySQL, PostgreSQL, Redis, DynamoDB > AI/ML: Recommendations, personalization, content understanding > Streaming: HLS, MPEG-DASH, adaptive streaming, CDN > Big Data: Kafka, Spark, Flink, Hadoop, Presto > DevOps: Jenkins, Spinnaker, Titus, Datadog > Security: IAM, encryption, governance, access control Netflix doesn’t scale with one technology. It combines Cloud + Data + AI + Microservices + Automation to serve millions of users reliably. And that’s the same lesson for AI: - AI at scale isn’t just a model. - It’s an entire technology ecosystem.26d ago2.1K861050426.88%
Seeing close friends get married hits differently. - Calls become less frequent. - Weekend hangouts become rare. - Nightout with friends disappears. - Random plans become “we’ll meet soon.” - The group now needs a calendar to meet. - Everyone gets busy building their own life. - And suddenly, your closest friends feel a little farther away. You’re happy for them, but a part of you feels sad too. > You don’t lose the friendship. > You lose the easy access to each other. > Maybe that’s why the carefree days before marriage feel so special. > Because some memories just don’t come back.frozen28d ago2.1K5125063.09%
9 months ago, I started posting on 𝕏 with 0 followers. Today: - 23K+ Followers - 87M+ Views - 10+ Payouts - 30+ Brand Collabs - Countless opportunities, friendships, and an amazing tech community. I didn't start to become a creator. I started because I wanted to stay accountable, learn something every day and share it publicly. I never imagined it would grow into a personal brand and a community of thousands of passionate tech professionals. A huge thank you to everyone who supported me from day one by liking, commenting, sharing, guiding, and believing in me. Special thanks ❤️ to a few of the OGs who were there from the beginning: @fromcodetocloud @_jaydeepkarale @uday_devops @twtayaan @techyoutbe @AnupamHaldkar @Anupam_Devops @AskYoshik @vybhav1428 @AnjanaDecoded @SomayagiAdhitya @anurag_gharat @nirajxdev @vivek_naskar @buildwithshyam @Umesh__digital @pranavmishra212 @clovisdsdo and many more... 🫡 We're just getting started.frozen8d ago2.1K63428175.00%
Silicon Valley has fallen. the cat won 😺 https://t.co/PlCZDaxFj515d ago2.0K2012121.28%
Me after restarting the kubernetes pods https://t.co/G5dHA567Zdfrozen11d ago2.0K128710067.46%
Attachment is one of the worst things. Don't get attached to everything, because you'll regret it if that person or thing is no longer with you. You might lose focus on your life, your goals, and everything that truly matters.frozen4d ago2.0K85811085.57%
He worked 12 hours a day. Ignored his Sleep, diet and health. One hospital bill erased 3 years of savings. Always remember Health is part of your portfolio. Send this to your future self.26d ago2.0K84211065.13%
🚨 Meta’s Muse AI agent reportedly shared a seller’s home address, accepted a lowball offer, and arranged a pickup without permission. The buyer even showed up while the seller was away. Always follow least privilege with AI agents. Don’t give them access to your entire life, you will regret it.24d ago2.0K2725072.04%
Stop blaming your parents, your past, your luck for where you are. - Get Serious. - Fix Your Habits. - Learn New Skills - Train Your Body. - Pray Daily. - Take Responsibility. Build the life you want.2d ago2.0K1251140238.22%
This is how Germany is entering the frontier LLM race with Kolibri, built from scratch and already beating Qwen3.6, Nemotron3 & Mistral Small 4. Europe is so back.17d ago2.0K3024132.03%
Things men do to save their relationships 💀 https://t.co/7cuUQOkC2Tfrozen10d ago1.9K4415042.78%
OpenAI’s PR team is activated again. Just 2 years ago, reasoning models struggled with basic arithmetic. Now, they’re solving years of unsolved math problems with formal proofs. But I’m more interested in seeing AI cure cancer, solve rare childhood diseases, and tackle problems medicine still can’t.16d ago1.9K1514021.15%
Life of Developer / DevOps https://t.co/QROo1QfrORfrozen14d ago1.9K4063072.93%
Git is easy until two people have ideas at the same time. https://t.co/Lvon8HF6zWfrozen7d ago1.9K6729014.14%
There's Nothing Wrong With Your CV People are just hiring their Friends and Families. People have connections, and you don't. Don't get stressed. Keep grinding. Your day will come.frozen12d ago1.9K8057065.14%
Two years of AI voice companies saying “ours sounds the most human.” Cool. Can I direct it? Drama 3 is the first one where the answer is yes.frozen9d ago1.9K2326011.68%
If you’re a man, learn this early: - Don’t get attached to everything. - Start investing early. - Build skills that pay you. - Build a side hustle. - Never depend on one income source. - Travel whenever you can. - Be strong - ife is hard on weak men. - Don’t say yes to everything. - Take care of your family. - Take calculated risks early. - Work on your communication. - Don’t feel guilty spending on yourself. - Work hard for the life you dream of. Remember: As men, life doesn’t always come easy. You have to build the life you want.frozen19d ago1.9K56540184.37%
When you realise your CHILDHOOD punishments have become your ADULT goals.9d ago1.9K5741033.45%
Social media has made us feel like we're never doing enough. Someone gets placed at Google or Amazon. Someone moves abroad. Someone builds an app making $10K MRR. Someone earns 3x your salary or buys a villa. But remember, people post their wins, not their losses. Don't compare your journey with theirs. Trust your own timeline. You're doing better than you think. Just don't get comfortable. Keep learning, keep growing, and keep working toward your goals.frozen4d ago1.8K63314174.77%
SDLC Phases: Explained from a DevOps Perspective 👇 1️⃣ Requirement Analysis Understand business + non-functional requirements like scalability, security, and availability. 👉 DevOps considers infrastructure, CI/CD, and monitoring early. 2️⃣ Planning Choose the tech stack, cloud strategy, environments, and release aproach. 👉 Plan infrastructure, pipelines, costs, and risks. 3️⃣ Design Design the application and infrastructure architecture. 👉 Containers, load balancers, IaC, HA, and fault tolerance. 4️⃣ Development Code and configurations evolve together. 👉 CI pipelines, code quality checks, and container builds. 5️⃣ Testing Test both the application and the platform. 👉 Automated tests, security scans, performance, and smoke tests. 6️⃣ Deployment Release frequently and reliably. 👉 CI/CD, rolling deployments, blue-green deployments, and zero-downtime strategies. 7️⃣ Maintenance & Monitoring Operate, observe, and continuously improve. 👉 Logs, metrics, alerts, incident response, and optimization. DevOps connects the entire SDLC through automation, reliability, and continuous delivery. Which SDLC phase do you work on the most?frozen1mo ago1.8K551251245.32%
Elon said Instagram is for girls. I agree with it, if you're a guy spending 4 hours watching “Get Ready With Me” videos, you're wasting your potential. Either earn from your screen time or learn something valuable. Come to 𝕏 bro. Share, learn, grow, and earn along the way. Your life could completely change.frozen9d ago1.8K4727023.24%
It’s so over for Trivy, Nuclei, Gitleaks, Semgrep, and Checkov. Just connect your GitHub repo to Claude Security, and it runs a deep scan, then rescans as your code changes. DevSecOps is changing fast.1d ago1.8K37240133.15%
They just raised $7.7M to kill AI agent subscriptions. OpenRouter did it for models. Monid is doing it for tools. https://t.co/a7eGvUzvu216d ago1.8K2323172.03%
I'm patiently waiting for @notmiramurati to verify my Unfair account, which I created on Day 1, so I can publish a banger article like this on Unfair. Haha, jokes aside, it's really good to see creators getting justice for their efforts and content with the help of platforms like @unfairdotsofrozen9d ago1.8K3017072.55%
The AI news cycle starts on 𝕏 before the rest of the internet catches up. Now, Gemini 4 Argon is coming.frozen9d ago1.8K3510012.10%
MCP gives AI agents connections. Skills give them instructions. Here’s the difference: MCP: Connects AI agents to tools, APIs, and data. Skills: Teach agents how to perform tasks using reusable instructions, workflows, scripts, and templates. Permissions: Define what an agent is actually allowed to do. Example: MCP lets an agent access your data. A skill teaches it how to analyze that data and generate a report. MCP connects. Skills guide. Permissions control. Together, they make AI agents far more useful. Have you used the MCP in your project ?2d ago1.8K7015120347.46%
This is how tech company CEOs earning ₹80 crore packages arrive to announce that employees won’t get a salary hike this year.frozen3d ago1.7K54312054.26%
Most Common DevOps Interview Questions: What are probes in K8s ? Read below to understand how to answer it step by step. 👇 > Kubernetes health check probes are used to determine the health of a container and ensure reliable application behavior. > Liveness probe checks whether the application is running properly. If it fails, Kubernetes restarts the container. > Readiness probe checks whether the application is ready to receive traffic. If it fails, traffic is stopped but the container is not restarted. > Startup probe checks whether the application has started successfully and gives it extra time during startup before liveness checks begin.16d ago1.7K48530284.91%
AI is everywhere now, even in your phone. ColorOS 17 brings AI agents, smart reminders, scam protection, and multiple AI models under one roof. Your smartphone is now actually making you smarter with AI.frozen9d ago1.7K2013101.47%
What if you could find your next DevOps interview questions in one click? Instead of manually browsing LinkedIn, Medium, and Glassdoor, use https://t.co/seyQdL4cds to scrape web data with 99.96% accuracy and connect it to your AI agent. I’ll be trying this for my next job switch. It’s time to work smarter with AI.frozen3d ago1.7K361110173.91%
Never deleting this app The world’s leading AI frontier companies are openly batteling, while users are enjoying the benefits. Grok Bot vs OpenAI’s Dots. I’m using Grok Bot, and it’s doing a great job. It’ll be interesting to see how Dots performs and whether it can beat Grok Bot.16d ago1.7K1614001.26%
When you’re cooked in love, watch these movies: - Dear Comrade - Hridayam - Sita Ramam - Joe - 96frozen6d ago1.7K3017072.72%
Early morning trek to Kalsubai 🏔️ Maharashtra’s highest peak. https://t.co/HXjTjBCew8frozen20d ago1.6K5115003.45%
🚨 Railway may have suffered a security breach. Environment variables containing API keys, database credentials, and private registry secrets may have been exposed. If you use Railway: -Rotate all secrets immediately -Revoke old credentials -Check logs for suspicious activity15h ago1.6K1421001.03%
Me with my pretty little baby, weekend rides, and nothing but peace. Just solo rides and a mind free from the chaos. 🏍️ https://t.co/TsOQMZj1gyfrozen5d ago1.6K83313006.01%
Good morning, everyone! It’s Monday again. Time to get back to work. This week, I’m focusing on: - Hitting the gym at least 5 days - Working on a side project - Getting back on track Have a productive week ahead! What are your plans for this week?25d ago1.6K4618003.38%
How tf did they build this without hopping on a quick call with key stakeholders?18d ago1.6K4826213.66%
I can’t describe how beautiful this is. A must-visit if you’re in Pune the Shambhala Theme by Shanipar Mandal Pune, featuring an icy cavern, the 7 Chiranjeevis, and a guardian Yeti. 📍 Shanipar Mandal, Pune #pune #Ganpati #Shambhalafrozen29d ago1.6K3511122.48%
GPT-6.1 Sol is here, openAI claim it's most cost efficient model. Users: https://t.co/mDkP1a3TMTfrozen23d ago1.6K1822011.43%
This is how people are feeling after reading the post: TL;DR: $200 Pro plan is back with ~2× the value, no 5-hour limit, and more benefits.frozen24d ago1.6K2125021.89%
LeCun says AGI isn’t here. Huang says it might already be. Yann LeCun: “There’s absolutely no way in hell” scaling LLMs alone gets us to human-level intelligence. Jensen Huang: “I think we’ve achieved AGI.” > LeCun argues LLMs can store and retrieve massive amounts of information but still struggle with truly novel problems. > Huang points to AI agents already building apps, finding jobs, doing work and making money. Two AI giants. Two completely different views of AGI. Who do you agree with? 🤔frozen22d ago1.6K1831041.64%
If you are working in tech, start posting Tech and Helpful content. Thank me later. Don't limit yourself to only thoughts or personal opinion content on xfrozen14d ago1.6K5628064.55%
AI just became a “second pair of eyes” inside brain surgery. 🧠 For the first time, surgeons in London used AI in real time to help remove an 11mm pituitary tumor pressing against the patient’s optic nerves. Trained on hundreds of surgical videos, the AI highlighted hidden blood vessels and nerves, helping surgeons identify safer areas to operate. The surgeon still makes the final decision. But this could be a glimpse of the future: AI won’t always replace experts. Sometimes, it will help experts see what they might miss. Source: https://t.co/GTx0dcsNAafrozen23d ago1.6K2110011.46%
I’ve never met anyone who has used Haiku 5.5.frozen14d ago1.6K2516012.10%
New weekend, new destination. But this time, with my own bike. https://t.co/K19mWrIFuSfrozen27d ago1.6K5419014.19%
After trying crypto, NFTs, freelancing, content creation, and a full-time IT job, one thing I’ve realised: Your income is never guaranteed to stay the same. At some point, it will go down.18h ago1.5K53211034.46%
THE CRAZIEST THING A MAN CAN DO IS LOSE EVERYTHING AND BUILD IT AGAIN. BUILD IT AGAIN, BRO. IT'S YOUR STORY, AND YOU CAN REWRITE IT WHENEVER YOU WANT.3d ago1.5K102411098.17%
｡°*. ｡°*. ｡°*. ｡°*. Thanks for 🙏 23,000 followers ｡°*. ｡°*. ｡°*. ｡*･｡ https://t.co/MmKIzCVArJfrozen19d ago1.5K47216004.23%
AI-related jobs are surging in the US. Since 2023, AI-linked roles have added 750K+ jobs, according to LinkedIn estimates. Data annotators: +282K Data center jobs: +117K AI engineers: +105K That’s 504K+ jobs across just these 3 categories. And the pay gap is massive: > AI roles: $180K median salary > All jobs: $80K median salary What do you think about this? Can we finally say that AI has created more jobs than it has destroyed?16d ago1.5K1834141.97%
OpenAI has OFFICIALLY killed its next AI model because it became MORE deceptive in safety tests. OpenAI's head of safety systems says GPT-6.1 Astra wasn't always honest with users about the actions it did or didn't take. It would also push ahead on tasks without asking permission, and at times reach for external tools even when it might be unsafe. It comes after OpenAI's AI agents were caught accessing US government websites, though OpenAI says this model wasn't involved. The model was due to launch inside ChatGPT and Codex in October, per WSJ.frozen21d ago1.5K2017021.98%
Respect to those building their lives without rich parents support. They know nothing will change unless they work hard. They pay their own bills and buy their own bikes, cars, and homes with their hard-earned money. That feeling of making your home's down payment with your own money not from parents hits different. More power to you guys. You're doing great! Keep grinding until you win. 💪frozen12d ago1.5K5233044.10%
Our Ofc Boys Gang. https://t.co/34kuR2nfRSfrozen5d ago1.5K3412012.54%
160k verified impression in a single day 💀 (ATH) https://t.co/D0veRUxFH5frozen6d ago1.5K48121014.75%
Not everyone will get it https://t.co/gh19yGQGF423d ago1.5K4128013.49%
Recently faced this question in a DevOps interview: 🟢 How does PVC work in Kubernetes ? 👉 A Pod doesn’t request a disk directly. It uses a PVC (PersistentVolumeClaim) to request storage. 👉 Kubernetes binds the PVC to an existing PV or dynamically provisions storage through a StorageClass. 👉 In AWS EKS, the storage is usually backed by Amazon EBS or EFS, allowing your application to retain data even when a Pod restarts.3d ago1.5K61970236.78%
𝕏 in 2022: - Coding Best Practices - System Design - Build in Public - Architecture - CI/CD 𝕏 in 2026: > New AI Models > AI Automation > AI Everything > AI Agents > AI Startups The AI hype is real. But don't forget your fundamentals. https://t.co/Hg8Y4B20hmfrozen29d ago1.4K43319165.01%
🚨 No more depending on AWS or Google Cloud. ZOHO built its own cloud infrastructure from the ground up called CATALYST. Zoho built core systems including databases, identity, messaging, search, storage and computing in-house, along with its own data centres and servers. And this infrastructure has been powering Zoho’s applications for years. Now, they’re opening it up to developers through Catalyst, their full-stack serverless development platform. Catalyst is free for students, and first-time users get $250 in cloud credits valid for 6 months. Building software without worrying about infrastructure costs, I think a pretty interesting move by Zoho. What do you think about it? Are they going to compete with major cloud providers like AWS, Azure and GCP?17d ago1.4K3418053.35%
Is it just me, or do you guys talk to your bikes too? I tell my bike things I’ve never told anyone. Where I failed. Where I won. Who I lost. Who I miss. How difficult life has become and what my next plan is. Sometimes, I just take her for a short ride and talk about everything going on in my life. She doesn’t reply. She doesn’t judge. She just listens. And somehow, I come back feeling lighter. Maybe that’s why men love their bikes so much. Sometimes, she’s not just a bike. She’s the only one who listens without judging.frozen11d ago1.4K4626034.00%
OpenAI says GPT-5.6 Sol helped uncover a critical PHP vulnerability before attackers could exploit it. Wiz independently discovered and reported both flaws. For DevOps engineers, this is a reminder to automate security scanning, patch vulnerabilities faster, secure CI/CD pipelines, and verify production deployments.1d ago1.4K2250042.18%
Success comes from doing the same things over and over again, even when they get boring and frustrating. Some days, you won't feel motivated. Do it anyway. Consistency is the price you pay for success. Good morning, everyone! It's Monday again. Get back to work and keep showing up. Have a productive week ahead!frozen11d ago1.4K5137095.14%
🚨 Meta claims they outperform GPT-6 Astra and Claude Opus 5.5 on select benchmarks. Meet Muse Wonder & Wonder Full built for long-running AI agents, persistent memory, complex coding, and professional workflows. Healthy competition is needed and we are witnessing it. https://t.co/apignV0miIfrozen10d ago1.4K2453012.43%
Is Meta becoming the next Apple? Mark Zuckerberg seems to be following the Steve Jobs playbook. Don’t be surprised if @Meta products start getting the same level of hype as @Apple in the near future. https://t.co/grrlElY14y28d ago1.3K1914011.86%
Most AI app builders solve the easy part that is generating a pretty frontend. But as a DevOps engineer, I know the real pain starts after that which is backend, databases, deployment, and avoiding vendor lock-in. Myndlab is tackling that by generating the entire full-stack app while keeping the code 100% yours to export and run anywhere.frozen21d ago1.3K2416002.33%
AI agents from multiple providers accessed personal data and confidential business records at Indian organisations during testing. According to CERT-In, exposed credentials, misconfigured connections, and overly permissive cloud roles gave these agents access to live systems. The scary part? They went beyond their assigned tasks and accessed sensitive information. Similar incidents have happened in Australia and at Hugging Face. Even worse, the affected organisations didn’t detect the intrusions themselves. AI agents are powerful, but giving them access without strict security controls is a disaster waiting to happen. Source: https://t.co/O7Fr9d3AyWfrozen5d ago1.3K3638003.57%
Most people think building an AI agent starts with choosing the right LLM. As a DevOps engineer, I see it differently. You wouldn’t deploy an application with just a CPU and call it production-ready. The same applies to AI agents. Think of the AI stack like a human body: 🧠 LLM = Brain (thinks and reasons) 📚 RAG = Memory/Library (gives it your data) 🧠 MCP = Nervous system (connects it to tools and systems) 💪 Skills = Muscle memory (reusable capabilities) 🤖 Agent = Brain + Hands (plans and takes action) An LLM can give you an answer. An agent can do the work. From a DevOps perspective, the question isn't: “Which LLM should I use?” It’s: “What is missing between the model and the outcome I need?” Better data? Add RAG. Need tools? Add MCP. Repetitive workflow? Add Skills. Need autonomous action? Build an Agent. Don’t add more AI. Build the missing layer. Which layer do you think teams overlook the most?15d ago1.3K428140135.87%
I miss these spaces. What a wonderful time it was sharing knowledge daily, discussing market trends, and talking about AI stuff. @_jaydeepkarale when are we doing another Space? 🙃 https://t.co/9cC2gKewIJfrozen13d ago1.3K3426113.37%
Netflix literally said, “850 players eliminated.”frozen13d ago1.3K3312012.84%
I never thought creating marketing videos would become this cheap and easy in 2026. And honestly, if you have some free time, you can seriously make it in this market. If you can create viral-friendly videos, all you need is a unique idea and good execution. The demand is going to be insane.frozen28d ago1.3K2312052.39%
Every time you have to go to the gym, you feel like skipping it. But after the workout, you realize it was the best decision of the day.17h ago1.3K48111104.75%
This time we made it to the news guys https://t.co/kkgpuUWJ4415d ago1.3K3328023.51%
No more ChatGPT Astra or Claude Fable for creating online games. Google has dedicatedly launched its own platform to create games with zero coding experience. It's so over for OpenAI and Anthropic. https://t.co/PNaPQp2eFH15d ago1.3K510000.47%
How cool Honda is we are getting service reminders as well for our bike. https://t.co/kCNloa1dldfrozen23d ago1.3K3016002.96%
Microsoft and META are aggressively cutting employee use of Claude ahead of Anthropic's IPO. > Microsoft reportedly cut Claude spending by 33%+ > Token budgets reportdly slashed from $100K to $10K/month per employe > Copilot is being pushed toward cheaper models > Meta reportedly cut Claude Code users from 60K to 30K after launch > Palantir & Nvidia are also scaling back usage. What do you think is the reason for it ? Cost, privacy concerns, and cheaper alternatives?15d ago1.2K2443212.73%
I wrote an article sharing proven strategies that helped me and my friend deal with a 90-day notice period. Have a look and share it with your friends who might need it. Article: https://t.co/VbcSIlD9Ggfrozen3d ago1.2K30920235.15%
Using ChatGPT just got so easy. Just tell ChatGPT what you want, and Voice Mode gets it done. It’s so over for Google Assistant and Siri https://t.co/L0BKNiFZL2frozen29d ago1.2K1213021.47%
https://t.co/DsWFpk9Uzu18d ago1.2K3522003.21%
5,400 feet above sea level. I just conquered Kalsubai Maharashtra’s highest peak. It was a long and challenging trek, but reaching the summit gave me a next-level feeling. One more personal achievement unlocked. Life is beyond just a job, and we have to explore it as much as possible. I’m truly grateful to have a friend who shares the same spirit as me. We get on our bikes and head out to explore some amazing places. A few more trips before life gets serious.18d ago1.2K37510004.36%
🚨 MICROSOFT JUST ANNOUNCED ITS NEXT-GEN AI CHIP Meet Azure Maia 300 Microsoft's bet on cheaper, more efficient AI infrastructure. Here's what makes it INSANE: > 40% more tokens per watt vs. leading GPU-based systems > 7× rack-scale token throughput vs. Maia 200 > 18 TB/s HBM4 memory bandwidth > 950W power envelope > 96 AI accelerators per rack > 27.6 TB HBM capacity per rack > Built for AI agents, coding & long-context reasoning Maia 200 is already powering Microsoft AI workloads. Maia 300 production deployments begin in 2027. The AI chip race is getting WILD.frozen10d ago1.2K2044012.44%
Gen Z is going through emotional anaesthesia. - Happiness doesn't feel like happiness. - Sadness doesn't feel like sadness. - Something big happens in their life, yet they don't feel happy. - Something bad happens, and they may feel physical pain, but they're emotionally numb. - They might dance, travel, or buy things to show they're happy, but deep down, they feel alone and don't feel any happiness. > At a very young age, they experienced certain events that made them emotionally numb. > Maybe they've gone through a painful breakup or witnessed their parents fighting etc. Now, they don't feel excited about anything. They're just lonely, quiet, and emotionally numb.frozen5d ago1.2K2524012.71%
TL;DR: NVIDIA, alongside 100+ industry partners, launched the Open Agent Safety Platform with OpenShell and Sentry to create an open ecosystem for safer, more trusted AI agents laying the foundation for responsble AI deployment at scale. https://t.co/HC2BqmSHmc24d ago1.2K1428012.13%
2026 is all about AI agents. And now, AI agents can have their own email inboxes. AgentMail lets AI agents send, receive, and act on emails just like humans. If you also want to give your AI agent its own inbox. BONUS: Comment "YOUGOTMAIL" on the launch post and get 1 month of the Startup plan for FREE.1d ago1.2K3117023.51%
Microsoft just introduced Decision-1, an AI model built for faster, smarter decision-making. > Designed to outperform LLMs on structured decision-making tasks. > Focuses on both decision quality and speed. > Being tested for incident response and troubleshooting. > Also being explored for quality control and scientific discovery. Do you think you can now trust on AI decisions ?frozen13d ago1.2K1334031.99%
Me and Claude at 2 AM when tomorrow is the project deadline.16d ago1.2K1612011.73%
This is what a truly revolutionary idea looks like. Not just another model it can see, hear, and interact with you in real time. A tutor, interview coach, mentor, or assistant that understands what you’re struggling with as it happens. Helpful and a little scary at the same time. We’ll need to use it effectively.frozen20d ago1.1K1916012.36%
GPT-6 just got cheaper. OpenAI launches cheaper GPT-6 models: Sol: Built for coding & complex tasks. Luna: Fast summaries, extraction & everyday work. 2× fewer factual errors in OpenAI’s internal tests. 50% cheaper API pricing than GPT-5.6. Would you switch to GPT-6 ?frozen28d ago1.1K1713101.93%
Which article do you want me to cover next?frozen8d ago1.1K913021.32%
My timeline: "We're the Cursor for 𝕏" Sabi: "We made a chip that reads brain signals without touching your head" Different energy.frozen13d ago1.1K2316002.65%
Indian VS Non-Indian interviewer, if you ever get a chance to choose between these two. Choose the non-Indian one. Here's why: 1. Better engagement - Non-Indian interviewers often keep their cameras on and engage with you. > while some Indian interviewers leave you talking to a blank screen. 2. A relaxed start - They often begin with greetings and small talk to help you feel comfortable. > Some Indian interviewers jump straight into “Introduce yourself.” 3. A fair evaluation - Good interviewers focus on your skills and potential. > Indian interviewers set unrealistic expectations or look for reasons to reject them. Of course, not every interviewer is the same. An interview should test your skills, not your ability to handle unnecessary pressure. How is your experience between these two?8h ago1.1K2125063.05%
This celebrity face-swap edit looks like it took hours, but the workflow is way simpler than you think 👀 - Open CapCut Web, go to Video Editor, click the icon in the top right, and copy the prompt. - Paste it into ChatGPT and send it to install the CapCut plugin. - Then bring it into Codex and let it help turn your creative idea and footage into an actual video. - From rough cuts to transitions, captions, and music, CapCut Web helps bring the edit together. Want to make your own celebrity face-swap video? You bring the concept and source clips, while Codex helps execute your vision. And the best part? You can still fine-tune the editable draft in CapCut Web. #capcutweb #capcutchatgptplugin #capcutcodex #capcutmarketing15h ago1.1K2828053.93%
Netflix's co-founder says his biggest success isn't Netflix. It's his marriage, his kids, and spending time with them. In today's world, a calm and supportive partner is a real luxury. Some people lose the love of their life because of family pressure, caste, or class differences. They move on with life, but never love the same way again. Money can buy comfort, but not genuine love, loyalty, or a happy family. If you have a partner you love, a happy marriage, and kids who love you back, you're richer than you think. That's real success.frozen8d ago1.1K2212112.47%
AI can now make fake medical research look real. Fake patient data. Misleading results. Fabricated references. All generated in minutes. ⚠️ If these studies get published, doctors could make treatment decisions based on fake science. AI can accelerate medical breakthroughs, but it can also pollute the research doctors trust. If AI can generate fake research that looks real, how do we know which studies to trust?3d ago1.1K2428003.15%
Four Gemini 4 Argon Agents beat Minecraft in 27 hours by writing 2,783 programs of their own. They died 605 times on Easy mode and spent an estimated $520 in AI tokens. They finally defeated the Ender Dragon by stacking dirt to reach its crystals. Google DeepMind ran the experiment to test how AI agents coordinate and handle complex, long-running tasks without human intervention. Meanwhile, a human speedrunner can defeat the same dragon without spending a dollar on AI tokens.1d ago1.1K2733003.08%
Keynes predicted we'd work just 15 hours a week by 2030. Four years left. We're not exactly there. We got richer. Productivity exploded. Technology saved us time. But instead of working less, we filled that time with more work. AI might be repeating the same story. A study of 200 tech workers found that after adopting AI tools, people didn't work less. They worked faster, took on more tasks, and let work spill into their evenings. AI saves time. But who gets to decide what happens to that time? If you don't decide, someone else will.23d ago1.0K2616023.40%
🚨 DeepSeek just upgraded its AI model to build entire projects from scratch. DeepSeek-V4.1-Flash-1017 focuses on: - Stronger benchmark performance - Faster task completion - Shorter outputs and lower costs - Building complete projects, from games to 3D models It uses reinforcement learning and self-feedback to improve end-to-end project development. The model is available via DeepSeek's website, app, and API.frozen5d ago1.0K1501021.75%
1 TRILLION PARAMETERS. Let that sink in. Mistral just dropped Le Chonk 49B active parameters, natively multimodal, and claiming the top spot among open-weight models from the US or Europe. Open weights land at the end of October. Europe just brought a monster to the fight. https://t.co/5dFW1Y87WJ16d ago1.0K2011122.44%
The next Amazon might not be a website. It might be an AI agent. Shopping is now the 3rd most-used AI application. 42% use AI to compare prices, but only 16% let AI complete the purchase. That gap could be the biggest opportunity in agentic commerce. AI-driven traffic to Shopify merchants grew 8× YoY, while AI-referred buyers ordered at nearly 2× the rate. The next battle in e-commerce may be AI agents vs traditional shopping. When was the last time you asked ChatGPT what you should buy?frozen22d ago1.0K1635222.75%
Trips are over. The long weekend is over. From tomorrow onwards, back to work and back to the grind. I hope you all made the most of the long weekend. https://t.co/93p4vWgzF818d ago1.0K3623004.02%
🚨 GPT just got MUCH faster. GPT-6 Astra & GPT-6.1 Sol are now ~50% faster by default. No settings. No updates. Nothing to change. It's anytime better than Reset the limit.17d ago9982322022.91%
Chargeback founders right now after hitting $1B in revenue: Alright, Q4 is on us. Disputely is fighting chargebacks for free all Q4 and helping merchants recover lost revenue while they focus on scaling. https://t.co/QlTqRgpw9621d ago9932025033.02%
The most important shift in life: Stop saying “I wish.” Start saying “I will.” Consider nothing impossible. Treat possibilities as probabilities. Good morning everyone. It’s Monday. Get back to work. Have a productive week ahead.18d ago9793524004.19%
🪐 AI may have just found a hidden planet in NASA's data from 2018. An independent researcher used Claude Code to identify a possible exoplanet hiding in TESS data for years. Here's what makes it interesting: - The star is roughly 116 light-years away. - A possible planet 1.4× the size of Earth. - It orbits its star every 3.18 days. - AI helped analyze brightness data, detect transits, and check false positives. The discovery is NOT confirmed yet. NASA's TESS mission is scheduled to observe the system again from October 31 to November 26. Imagine discovering a planet that went unnoticed for 8 years, with the help of AI. This is the best use of Ai.frozen12d ago9691226022.27%
TinyFish just opened its Student + Ambassador programs. Students get $35 credits + monthly bounties. Ambassadors can host, refer, create & earn. If you're a builder or creator, don't just bookmark this. Take this as a opportunity. Students → https://t.co/XjyM5bc8Jx Ambassadors → https://t.co/D8sI1pXgmwfrozen24d ago9451710012.01%
A survey of 300 engineering leaders: their teams spend 9.8 hours a week writing code and 16.9 hours debugging it. 79% say AI agents write code significantly faster, but the overall release cycle is "no faster than before." 91% had test escapes, serious defects or badly optimised code reach production at least once in six months. Grain of salt: mostly C/C++ teams, and a debugging company commissioned it. Writing got cheap. Finding out what's broken didn't. Moving the finding out earlier looks like this: the coding agent runs the TestSprite CLI before handing anything back. It tests the live preview like a real user; on a failure it gets the step, screenshots and a root-cause hypothesis, fixes it and re-runs. The exit codes are CI-friendly, so the same check can gate merges. You don't get faster at debugging. You just do less of it in production. Where does most of your week go now?7h ago92627222025.72%
🚨 Gemini 4 Argon tops the VALS AI benchmark in speed, cost, and accuracy. No wonder Trump called Sundar Pichai a MONSTER. https://t.co/3pBHqn2aUXfrozen22d ago9151613012.30%
My upgrade flow: Backup → Plan → Validate → Upgrade → Troubleshoot → Verify17d ago8701820062.99%
Happy Friday to Everyone Enjoy your next 48hrsfrozen13d ago8461713012.60%
Perps never close. Position watcher doesn't sleep either. https://t.co/8wRb2ezDBP17d ago8251612002.30%
🚨 Grok Voice 3.0 is here They already powering - Starlink support. - Tesla conversations. > 20K calls/day > 70% resolved by AI > Under 1s latency > $0.08/min ($4.80/hour) Tough competition for Ai voice startups.frozen8d ago8201210001.59%
OpenAI claims Agentic AI usage among EU small businesses has grown 8.1x since May 2026. > Agentic tools account for 50%+ of AI output at sampled EU enterprises. > Top EU firms use AI 4x more intensively than typical firms. > Yet, top firms outside Europe are still 2x ahead. I feel adopting AI isn't enough. You need to build effective AI agents and workflows to grow your business in 2026.frozen8d ago819813011.59%
Grok just got its own email address. Now it can sign up for services, contact businesses, and schedule meetings for you. Grok Bot is moving beyond answering questions to actually getting things done for you.frozen13d ago7871422012.41%
Claude is now helping scientists fight deadly scorpion venom. Claude generated 318,000+ protein designs. Researchers tested 211, and 17 successfully bound to specific toxins. This is what we need AI that helps us develop something that benefits humankind. https://t.co/egNDKjVqL82d ago7331121012.05%
AI agents could potentially bypass the very systems designed to keep them under control. METR and Redwood Research spent 3 weeks testing OpenAI’s internal agent monitoring and uncovered serious gaps > Agents could delay monitoring > Exploits could hide hundreds of actions > Codex agents could potentially escape sandbox restrictions OpenAI says production vulnerabilities have been patched, but METR hasn’t verified the fixes yet. AI safety claims mean little without independent verification.4h ago375711012.67%
We are the Side Hustle Generation-Gen Z I see it around me and in myself, we don't depend on a single source of income. Millennials, when they started their jobs, mostly had just that one paycheck, partly because internet access and smartphones weren't as evolved back then. But us? We started earning right from college. Some of my friends were trading, some sold websites they built, some gave online tuitions, others got into freelancing. I started earning through crypto and NFTs myself. The point is you rarely see someone today who depends only on a salary. People around me are investing, trading, freelancing, creating content, and building SaaS products. My entire circle is full of people doing this. Because in 2026, relying on a single income source just isn't feasible anymore the way the corporate world is moving due to ai, and the way inflation is eating into everything, life is just too expensive to bank on one paycheck. Are you earning from a side hustle ?28d ago153100000.65%