https://xitter.cf/t.co/wfTo9jx557 https://xitter.cf/t.co/giSZROx8x4 AI | Developer | DM for collaboration

India
Joined May 2025
Umesh Kumar Yadav retweeted
Linus created Linux. No chasing fame. No slowing down. Just engineering. Real legends never stop being developers.
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Umesh Kumar Yadav retweeted
Interviewer: If an LLM already knows everything , why do we need RAG ?
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Umesh Kumar Yadav retweeted
Can I ask a dumb question: If a UUID is “practically impossible” to duplicate, why do we still check for duplicates?
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Umesh Kumar Yadav retweeted
Interviewer: You have 10 million embeddings. You switch to a better embedding model. Can you reuse the existing vectors?
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Bro disappeared like he never existed.
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Umesh Kumar Yadav retweeted
A collection of bizzare backend developer requests in 2026 - 1. Just add a field to the database — in reality, 5 tables, 3 APIs, and 2 scheduled jobs later 2. Add an export function, just to export an Excel file — 2 million rows of data, and it ran out of memory (OOM). 3. Add a scheduled task, run it once a day — and then I was woken up by an emergency call at 3 a.m. 4. Security is not an issue, just launch it first — Famous last words 5. Switch the database from Postgresql to MongoDB, because I've heard it's faster." What's the worst "simple" request you've ever gotten? 👇
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Umesh Kumar Yadav retweeted
Interviewer: How to delete data from a table with tens of millions of records? I almost said: DELETE From....
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Umesh Kumar Yadav retweeted
Interviewer: Your 70B LLM fits on an 80GB GPU. Why does it still run out of memory during inference?
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Umesh Kumar Yadav retweeted
The frameworks will change. The languages will change. These 11 skills will keep backend developers relevant in 2026: 1. API Design — REST, GraphQL, gRPC 2. Auth — OAuth2, JWT, OIDC, Passkeys 3. Databases — SQL, NoSQL, sharding, indexing, query tuning 4. Caching — Redis, CDN, edge strategies 5. Event-Driven Systems — Kafka, Pulsar, streaming pipelines 6. Concurrency & Async — Reactive, structured concurrency 7. Distributed Systems — Microservices, service mesh, eventual consistency 8. Security — HTTPS, encryption, Zero Trust, OWASP Top 10 9. Observability — Logs, traces, metrics, OpenTelemetry 10. Cloud & Deployment — Docker, Kubernetes, serverless, GitOps 11. AI Integration — LLM APIs, vector DBs, RAG systems Stop fighting for languages, Java vs Go vs Python.. Master the fundamentals. bookmark it...
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Umesh Kumar Yadav retweeted
iPhone and iPhone duo status bar in history
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Umesh Kumar Yadav retweeted
One of these two python snippets has a hidden memory leak. Which one, A or B?
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Umesh Kumar Yadav retweeted
Why more and more pople choosing macOS over windows ?
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Umesh Kumar Yadav retweeted
As a developer, do you know the difference between latency and throughput ?
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Umesh Kumar Yadav retweeted
What's stopping you from using Linux ?
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Umesh Kumar Yadav retweeted
no one can match apple when it comes to design aesthetics..
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Umesh Kumar Yadav retweeted
Interviewer: A user discovers that saying 'pretend you are a Linux terminal' makes your bot reveal system prompts and refund logic. How do you defend against prompt injection in a customer-facing LLM app?
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Umesh Kumar Yadav retweeted
Interviewer: Your agent has 200 internal APIs. Sending all tool descriptions costs $2/request and the model picks wrong 30% of the time. How do you route to the right tool without sending every spec to the model?
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Umesh Kumar Yadav retweeted
Bro disappeared like he never existed.
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Umesh Kumar Yadav retweeted
SpringBoot startup takes 42 seconds? I used these 5 tricks to reduce it to 8 seconds : 1) Profile startup time with buffering Application Startup 2) Reduce database connection pool initialization overhead 3) Review Nacos registration and RabbitMQ connection initialization 4) Move non-critical @PostConstruct tasks to asynchronous execution 5) Optimize component scanning and apply @Lazy selectively Reported improvements: — Database pool: 8s saved — Nacos + RabbitMQ: 11s saved — Initialization tasks: 6s saved — Scanning and lazy loading: 2s saved Key takeaway: We should measure first, identify bottlenecks, and optimize the actual causes, not just bean scanning. —— Delayed initialization can affect first-request latency and readiness. Please ensure critical dependencies are available before serving traffic...
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Umesh Kumar Yadav retweeted
10 Powerful and Worth-to-Master Linux Commands — strace -- Trace system calls — lsof -- Find processes using files and ports — dd -- Low-level data copying — nc -- Test network connections — watch -- Monitor command output in real time — xargs -- Automate batch operations — nohup -- Run tasks after disconnecting SSH — /proc -- Inspect system and process information — rsync -- Efficient file synchronization — history | grep -- Search previous commands Master these commands to debug faster, troubleshoot production issues. And work more efficiently with Linux.
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