Ashutosh Verma retweeted
I feel for this brother who bought a 40+ Lakh E20 compliant Toyota vehicle & having issues.
If this is true, then @nitin_gadkari ji should setup a team and investigate. Need clarification & accountability from Government on this.
#FI
Ashutosh Verma retweeted
As a Principal Backend Engineer with over 12 years of experience, I can tell you quite certainly that if you're still getting rejections in system design interviews after good efforts, I think your fundamentals are not strong...
Dedicate 2-3 months to mastering these design fundamentals, then practice designing a few systems(and do plenty of mock interviews).
Scaling & Architecture
↬ CDN
↬ Caching
↬ Sharding
↬ Queueing
↬ Replication
↬ Partitioning
↬ API Gateway
↬ Rate Limiting
↬ CAP Theorem
↬ Microservices
↬ Load Balancing
↬ Fault Tolerance
↬ Database Scaling
↬ Service Discovery
↬ Consistency Models
↬ Eventual Consistency
↬ Distributed Transactions
↬ Monolith vs Microservices
↬ Leader Election
Databases & Storage
↬ Leader-Follower Replication
↬ WAL (Write Ahead Log)
↬ Asynchronous Processing
↬ Transaction Isolation
↬ Read/Write Patterns
↬ Consistent Hashing
↬ Redis/Memcached
↬ Backup & Restore
↬ Hot/Cold Storage
↬ Data Partitioning
↬ Object Storage
↬ SQL vs NoSQL
↬ Data Retention
↬ Data Modeling
↬ OLAP vs OLTP
↬ ACID & BASE
↬ Bloom Filters
↬ File Systems
↬ S3 Basics
↬ B+ Trees
↬ Indexing
Communication & APIs
↬ JWT
↬ CORS
↬ OAuth
↬ Throttling
↬ Serialization
↬ API Security
↬ Long Polling
↬ WebSockets
↬ API Gateway
↬ Idempotency
↬ Service Mesh
↬ Retry Patterns
↬ REST vs gRPC
↬ API Versioning
↬ Circuit Breaker
↬ API Rate Limits
↬ Fan-out/Fan-in
↬ Protocol Buffers
↬ Message Queues
↬ Dead Letter Queue
Reliability & Observability
↬ Metrics
↬ Alerting
↬ Failover
↬ Logging
↬ Rollbacks
↬ Monitoring
↬ Heartbeats
↬ Retry Logic
↬ Autoscaling
↬ SLO/SLI/SLA
↬ Load Testing
↬ Error Budgets
↬ Health Checks
↬ Circuit Breaker
↬ Incident Response
↬ Chaos Engineering
↬ Distributed Tracing
↬ Canary Deployments
↬ Graceful Degradation
↬ Blue-Green Deployment
When you realise that both employee and employer contributions to the PF will be deducted from your CTC.
For 18 years, Amazon S3 had one frustrating rule:
Your bucket name had to be globally unique across the entire internet.
Today, that finally changes.
Ashutosh Verma retweeted
Here’s the AI tech you should know in 2026:
- AdaL - AI coding agent that easily switches between Opus, Gemini and Codex
- OpenClaw - run AI agents that do stuff on your laptop
- n8n - run AI workflows in the cloud
- LangChain - AI agent building framework
- Pinecone / Milvus, created by Zilliz - vector databases for RAG
- Notebook LM - summarize and synthesize any complex document
- AgentBricks - build AI agents easily on Databricks platform
- AdalFlow - prompt optimization framework that is better than dspy
- Claude Code - our loving lord and savior who will take us to the promised land
- Nano Banana Pro - make the best images that bring you tears
What else would you include?
That $4,200 lesson is now in every client's architecture review.
The most expensive lessons are always the most memorable ones.
𝗪𝗵𝗮𝘁 𝗜 𝗳𝗶𝘅𝗲𝗱 𝘁𝗵𝗮𝘁 𝘄𝗲𝗲𝗸:
Implemented a "Lambda Circuit Breaker" pattern:
- Max concurrency: 10 per function
- DLQ on every async Lambda
- SNS alert if DLQ receives >5 messages in 5 min
- Auto-disable function if spend exceeds threshold
How to travel by bus in India if you'r a male
"Social media trial killed a youth." 💔
Deepak U, a sales manager from Kerala, died by suicide after a woman, Shimjitha Musthafa, uploaded a video accusing him of improper touching and sexual harassment on a bus.
The video itself appears to show that she moved closer to him to record the clip and later exaggerated the incident, claiming sexual harassment. Video shows that man was holding a bag in his other hand, making the contact appear accidental. I demand a thorough investigation into this matter.
Prima facie, it seems to be a publicity-driven act. The family of the deceased has demanded an investigation and swift action, alleging that the video was intentionally recorded and uploaded for publicity.
Deepak could not tolerate the public shame and character assassination in front of his children and family members. Social media trials can destroy lives before the truth is known. This is extremely painful.
c) Backend Logic: Cloudflare Workers or Next.js API Routes.
Serverless. You don't pay for a server sitting idle. You only pay when
code runs (and the first 100k requests are free).
a) Frontend & Hosting: Vercel or Netlify.
Git push to deploy. Free SSL. Global CDN. Zero config.
b) Database & Auth: Supabase or Firebase. You get a full Postgres DB (or NoSQL), Authentication, and Real-time subscriptions for free up to 50k+ active users.










