@UpdatesChennai I still remember how DMK blocked Chennai salem express Highway when they were in opposition. At least this time they should not block such infra projects.
@UpdatesChennai Good decision. Schools are charging way too high. Even with 50% reduction in fees they can give the same quality . Let schools earn profit but too much profit by exploiting people is not good. Most of schools are not accepting online payments as well. No transparency in schools
@MacroMatrix1 Once given it's difficult to stop them. Better not to introduce any new freebies schemes. Also should not be implemented partially like the recent crop waiver. Even if they don't fulfill people will understand but if it's partially implemented then it will backfire for sure.
@UpdatesChennai I asked the Gemini AI for the middle solution. It proposed slightly West of paranur/GST around walajabad. AI believes this place is easy to satisfy military, farmers, and easy passenger access. Let authorities discuss all the possibilities and do what is good for TN.
@UpdatesChennai My analysis is near paranur around chenglepet , we can get a 2nd airport with 3000 acres. This place was not in discussion for long period & never rejected. there is existing road, rail connectivity. Close proximity to oragadam.With 10000 crore we can achieve. My opinion.
@UpdatesChennai Just my opinion.Recent Navi Mumbai is 2800 acres.3000 acres we can have 2 runways of 4kms same proposal in parandur. Malls, golf are part of the parandur need more land. There are issues in parandur so We can try paranur in my opinion. Expand Trichy, new hosur s best app i feel.
@BussyAnand@CMOTamilnadu Free a eri kulangal man eduka allow seiranga. Govt konjam push pana local people use aagum. Monthly each panchayat grievance meeting tn full a nadakanum. Anda Village ku ena vendumo seekram seiya use aagum. Issues um easy solve aagum
@AdiSpeaX@XVision1652 It's fine. extra space mainly for malls , sports. But there are protests & we can think other options. I feel Paranur will serve the same purpose with reduced cost. we may get hyper loop in future & larger airport itself may not be significant that time. Just my opinion.
@XVision1652@AdiSpeaX I suggested paranur near Mcity not pannur. Recent Navi Mumbai is 2800 acres only. Existing rail , road is great asset. With 3000 acres we can achieve our goal with 10000 cr budget. Consider expand Trichy airport, new hosur airport.
Anthropic pays $750,000+ a year for engineers who know how to build LLMs from scratch.
Stanford just released the exact lecture that teaches it - 1 hour 44 minutes, free, straight from CS229.
Bookmark and watch it this weekend.
It'll teach you more about how ChatGPT & Claude actually work than most people at top AI companies learn in their entire careers.
Instead of watching Netflix tonight, watch this 2-hour Stanford lecture.
It will teach you more about how LLMs like ChatGPT and Claude are actually built than most people learn in years working in AI.
Stanford released it for free.
Save this.
Spotify's Chief Architect just showed how they ship 4,5K deployments /day with Claude at Anthropic stage
27-minutes. free. By #1 music app dev
"More than 99% of our engineers use AI coding tools. Adoption took off after Opus 4.5"
Worth more than any $500 vibe-coding course.
Hi @imrajmohan Sir, as a tvk voter, I dont want to take the same DMK stand in all the issues. Instead of blaming central govt, pls implement whatever is good for tn. Model schools , pmshri, skill optional including any lang. Do implement which ever is good for students.
Kubernetes is beautiful.
Every Concept Has a Story, you just don't know it yet.
In k8s, you run your app as a pod. It runs your container. Then it crashes, and nobody restarts it. It is just gone.
So you use a Deployment. One pod dies and another comes back. You want 3 running, it keeps 3 running.
Every pod gets a new IP when it restarts. Another service needs to talk to your app but the IPs keep changing. You cannot hardcode them at scale.
So you use a Service. One stable IP that always finds your pods using labels, not IPs. Pods die and come back. The Service does not care.
But now you have 10 services and 10 load balancers. Your cloud bill does not care that 6 of them handle almost no traffic.
So you use Ingress. One load balancer, all services behind it, smart routing. But Ingress is just rules and nobody executes them.
So you add an Ingress Controller. Nginx, Traefik, AWS Load Balancer Controller. Now the rules actually work.
Your app needs config so you hardcode it inside the container. Wrong database in staging. Wrong API key in production. You rebuild the image every time config changes.
So you use a ConfigMap. Config lives outside the container and gets injected at runtime. Same image runs in dev, staging and production with different configs.
But your database password is now sitting in a ConfigMap unencrypted. Anyone with basic kubectl access can read it. That is not a mistake. That is a security incident.
So you use a Secret. Sensitive data stored separately with its own access controls. Your image never sees it.
Some days 100 users, some days 10,000. You manually scale to 8 pods during the spike and watch them sit idle all night. You cannot babysit your cluster forever.
So you use HPA. CPU crosses 70 percent and pods are added automatically. Traffic drops and they scale back down. You are not woken up at 2am anymore.
But now your nodes are full and new pods sit in Pending state. HPA did its job. Your cluster had nowhere to put the pods.
So you use Karpenter. Pods stuck in Pending and a new node appears automatically. Load drops and the node is removed. You only pay for what you actually use.
One pod starts consuming 4GB of memory and nobody told Kubernetes it was not supposed to. It starves every other pod on that node and a cascade begins. One rogue pod with no limits takes down everything around it.
So you use Resource Requests and Limits. Requests tell Kubernetes the minimum your pod needs to be scheduled. Limits make sure no pod can steal from everything around it. Your cluster runs predictably.