DevOps @Accenture | Tech | AI | Humor Sharing DevOps & AI insights + daily hustle ✨ Collabs: DM or 📩 [email protected]
Pune
Joined February 2021
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Nandkishor retweeted
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.
🤝 Paid partnership
Today, @agentmail has processed over 1 Billion emails.
A year ago, we processed under 20 million.
So we figured it was time for AgentMail to grow up a little too :)
Nandkishor retweeted
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.
OpenAI models helped researchers—operating as part of our Patch the Planet initiative—discover critical security flaws in PHP, an open-source programming language used to run an estimated 70% of websites.
Over the past two months, we led a coalition of maintainers, researchers, and security providers to prepare fixes and protections ahead of disclosure. This duration was necessary because the fix was quite intricate and required a major change to the PHP engine. Every site using PHP can now safely upgrade their version to stay secure, in addition to applying mitigations from various security vendors.
Due to the severity of these flaws and PHP’s widespread use, we consider this bug to be one of the most impactful vulnerabilities in recent memory. It also marks a new phase, where AI can find security bugs with internet-scale impact.
This is an example of the Defender’s Window in action: to our knowledge, frontier AI was able to find this vulnerability ahead of attackers, giving defenders time to prepare.
openai.com/index/coordinated…
Readers added context they thought people might want to know
OpenAI may claim a role in the coordinated response and patching process. But the initial discovery and exploit development, however, occurred several months earlier by an independent researcher.
x.com/lcfr_hax/statu…
Nandkishor retweeted
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.
Nandkishor retweeted
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.
Nandkishor retweeted
🚨 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 activity
An urgent notice from the Railway team
blog.railway.com/p/security-…
Nandkishor retweeted
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.
Nandkishor retweeted
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?
Nandkishor retweeted
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.
Nandkishor retweeted
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.
Nandkishor retweeted
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.
Nandkishor retweeted
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 ?
Nandkishor retweeted
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.
New on our Science Blog: designing protein binders against scorpion neurotoxins.
Scorpions sting about 1.2m people every year, and antivenoms are often costly or in short supply. Claude has made an early step toward finding new treatments.
anthropic.com/research/claud…
Nandkishor retweeted
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.
We’ve acquired Orchestra Bio, a platform that helps biopharma teams coordinate the complex process of drug development.
Together, we’ll build on Rosalind, our AI models and tools for life sciences research, to streamline those operations and help new treatments reach patients sooner.
Welcome @ashokaraj_ and team!
openai.com/index/openai-to-a…
Nandkishor retweeted
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.
Nandkishor retweeted
introducing gettapmac.com
your MacBook already feels every tap. now it listens.
→ tap once and talk, it types for you
→ works in any app, wherever your cursor is
→ Unlimited AI fixes or explains the text you select
→ your clipboard history and AI chat, a tap away
→ private, all on your Mac, no account, no subscription
no shortcuts to remember, just knock
meet TapMac 👊
Nandkishor retweeted
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.
Nandkishor retweeted
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.
Nandkishor retweeted
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.
Nandkishor retweeted
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?
