Ashutosh Singh

Concentrate focus and evolve. Mahadev Proud Indian 🇮🇳

[Ashutosh Singh @twitgotashutosh]

Perfection is an illusion, end result is an illusion, consistency is meaningful, process is meaningful. Self reflection #1

[Rupok Acharjee @RupokAcharjee]

Everyone says "Free Palestine" Why does no one have the courage to say "Free Tibet" ?

[LifeMathMoney ₿ | Unapologetic Truths. @LifeMathMoney]

There is no greater wealth in this world than good and healthy children.

Not having children is one of the DUMBEST decisions you will ever make in your life.

Children make everything better.

Pictured: My son in my father's arms, making our family vacation better

[China Uncensored @ChinaUncensored]

India Just Exposed China's Biggest Lie

China spends billions promoting the image of a futuristic superpower. Glittering skylines. High-speed rail. Cutting-edge technology.

But what if that's only half the story?

Indian netizens are breaking through China's Great Firewall and exposing videos of poverty, crumbling infrastructure, garbage-filled streets, and the reality many ordinary Chinese people face.

[𝙼𝚛 𝚃𝚢𝚊𝚐𝚒 @mktyaggi]

@RealBababanaras These Europeans are troubled by Pakistani gangs in their own countries. Then why do they still choose to visit Pakistan? What is there to see in Pakistan, apart from terrorists?

[Shiva @_Shiva_iitp]

Who's gonna tell vibe coders about...

> Rate Limiting
> Caching
> Load Balancing
> Reverse Proxies
> API Gateways
> CI/CD
> Docker
> Kubernetes
> Service Discovery
> Circuit Breakers
> Timeouts
> Retries
> Exponential Backoff
> Idempotency
> Message Queues
> Pub/Sub
> Event-Driven Architecture
> Distributed Transactions
> Saga Pattern
> Dead Letter Queues
> Cron Jobs
> WebSockets
> Long Polling
> Server-Sent Events
> Database Indexing
> Query Optimization
> N+1 Queries
> Connection Pooling
> Read Replicas
> Sharding
> Partitioning
> Replication
> Leader Election
> CAP Theorem
> Eventual Consistency
> Optimistic Locking
> Pessimistic Locking
> Distributed Locks
> Race Conditions
> Deadlocks
> Memory Leaks
> Garbage Collection
> Thread Safety
> Backpressure
> Autoscaling
> Horizontal Scaling
> Vertical Scaling
> CDN
> Edge Caching
> Cache Invalidation
> Feature Flags
> Blue-Green Deployments
> Canary Releases
> Rolling Deployments
> Rollbacks
> Health Checks
> Liveness & Readiness Probes
> Monitoring
> Logging
> Distributed Tracing
> Metrics
> Alerting
> SLOs
> SLIs
> Error Budgets
> Observability
> Secrets Management
> IAM
> OAuth
> JWT Rotation
> TLS
> Encryption at Rest
> Encryption in Transit
> WAF
> DDoS Protection
> CORS
> CSRF
> SQL Injection
> XSS
> SSRF
> Database Migrations
> Schema Versioning
> Disaster Recovery
> Backups
> Failover
> Multi-Region Deployments
> Chaos Engineering
> Cost Optimization
> Cold Starts
> Serverless Limits
> Latency
> Throughput
> P99 Latency
> Tail Latency
> Network Partitions
> Clock Skew
> DNS
> TCP vs UDP
> HTTP/2 & HTTP/3
> gRPC
> Webhooks
> API Versioning
> Semantic Versioning
> Infrastructure as Code
> Terraform
> Helm Charts
> Build Caching
> Dependency Hell
> Production Incidents
> On-call
> Postmortems

...until the app gets its first million users.

[Hanako @hanakoxbt]

KARPATHY JUST KILLED THE PROMPT ERA WITH A SINGLE DOCUMENT

prompts are easy. loops are hard. and writing fifty prompts a day is the work nobody does twice.

he shifts the burden to the harness.

you define the contract once. the model writes, reviews, restarts, and reconciles. you keep judgment. it keeps the loop.

the throughline is the same in every rule: the human owns the spec and the boundary. the model owns the execution and the bookkeeping.

planner never touches code. generator never grades itself. state lives on disk, not in context.

9 rules. start with one feature, not ten. most people are still typing prompts. this turns Claude into an agent that finishes the job on its own.

here is the official document from Karpathy explaining the architecture

[Ashutosh Singh @twitgotashutosh]

@AmitLeliSlayer @zoo_bear 100% literacy saar

[amit kilhor @amitkilhor]

Why are so many people playing as if it was a forced marriage issue or parental pressure issue.

Guys, the way she was putting instagram Stories, no family was pressuring her.

Family can pressure to marriage, but no family can pressure you to put lovey dovey instagram stories and make their highlights.
The girl is a sociopath.

#ketan #siyagoyal

[Vajra🇮🇳 @BholeNath_wasi]

China isnt safe for foreigners.

Creepy upper caste Shin men in China know no personal boundaries #ChinaExpose

[Alpakanya @Alpakanya]

The moment China was targetted, internet jumped to defend it but when India was subjected to hαte, no one raised an eyebrow. Insane double standards!

[indic मोंटी @indicmawntee]

peak CCP propoganda

China turned a river full of poop into a crystal clear water to be broadcasted on TV 😭

[Bruce🦇 @byteToBorderss]

My fellow nationalist 🇮🇳,

>Great start with china🇨🇳
>Next should be pak, qatar, murican, russia and turkey
>With all doxxing, we need allies, don't hate anyone just for engagement
>Don't support any political leader or party
>Make a list of indian retards who try to spoil

[Kreately.in @KreatelyMedia]

Made a Chinese Caste System Chart

🇨🇳

[Hindutva Knight @HPhobiaWatch]

China got brutally exposed. Their state media, Global Times, is failing to defend them. The only reason Congress supporters are still defending China even without getting paid is because Nehru is the only PM in Indian history who has lost a war. So eventually, Congress supporters have to claim that Chinese avengers are 1,000 years ahead from the rest of the world 😂 😂 😂

[WarrenVsCCP | 🇺🇸🇹🇼🇺🇸 @WarrenVsCCP]

One must fight to survive as a Chinese 🇨🇳 person.

[Sharroh @Sharroh45]

In China 🇨🇳, lower caste Nong workers are given cheap yellow helmets, while upper caste Shi managers are given strong, red colored helmets.

[iChingChong @mrnew212]

Chinese guy claims we are being fooled by the propaganda on India

He says it’s the country which spread its spiritual roots to the entire world!

[Eason Tenzin 🇮🇳📿 @Intelshadowop2]

In Wuhan china, 10,000kgs of dog meat is sold per day, the dogs are been kidnapped from the people's houses and sold illegally for thousands of yuans. Why chinese people are so cruel ?