Swapnil Singh
@Swapnil75458709
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SWE @Posidex ๐งโ๐ปl Former Intern @digitohub lTech_Blogger l Bibliography l Sports_Enthusiastic
Joined April 2021
Learn new thigs ๐๐ป
What happens when you type a URL in your browser: You type: google[.]com 1. DNS lookup (domain gets resolved to IP address) 2. TCP handshake (connection established with server) 3. TLS handshake (HTTPS encryption negotiated) 4. HTTP request (browser asks for the page) 5. Server
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Great ๐๐ป
๐จ Prompt engineering is dead. Context engineering is the new game. Anthropic just dropped their internal playbook and it changes everything: โ Context is finite. Every token depletes attention budget. โ Models lose focus as context grows (they call it "context rot") โ Best
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It is wonderful ๐๐ป
Context Engineering Template for AI Agents! A complete system for comprehensive context engineering. Includes documentation, examples, rules, and patterns. 100% open-source.
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RIP fine-tuning โ ๏ธ This new Stanford paper just killed it. Itโs called 'Agentic Context Engineering (ACE)' and it proves you can make models smarter without touching a single weight. Instead of retraining, ACE evolves the context itself. The model writes, reflects, and edits
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A 7 million parameter model from Samsung just outperformed DeepSeek-R1, Gemini 2.5 Pro, and o3-mini on reasoning benchmarks like ARC-AGI. Let that sink in. Itโs 10,000x smaller yet smarter. The secret is recursion. Instead of brute-forcing answers like giant LLMs, it drafts a
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Your RAG system is probably broken. Here's how to fix it in 2025. (๐๐น๐บ๐ผ๐๐!) ๐๐๐ฒ๐ฟ๐ ๐๐ ๐๐ฒ๐ฎ๐บ ๐ต๐ฎ๐ ๐๐ต๐ฒ ๐๐ฎ๐บ๐ฒ ๐ฝ๐ฟ๐ผ๐ฏ๐น๐ฒ๐บ: their RAG retrieves irrelevant chunks, hallucinates answers, and performs worse than expected. Hereโs how to fix it: ๐ฆ๐๐ผ๐ฝ
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It's an informative post.
Your RAG system is probably broken. Here's how to fix it in 2025. (๐๐น๐บ๐ผ๐๐!) ๐๐๐ฒ๐ฟ๐ ๐๐ ๐๐ฒ๐ฎ๐บ ๐ต๐ฎ๐ ๐๐ต๐ฒ ๐๐ฎ๐บ๐ฒ ๐ฝ๐ฟ๐ผ๐ฏ๐น๐ฒ๐บ: their RAG retrieves irrelevant chunks, hallucinates answers, and performs worse than expected. Hereโs how to fix it: ๐ฆ๐๐ผ๐ฝ
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Thank you for posting.
You're in a research interview at a company building fact-critical LLM applications. You would have bombed it had you not read this tweet. "Our LLM often 'hallucinates' facts not present in its source material. How do you eliminate hallucinations?" You reply: "We need more
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Zero-copy writes make Kafka fast, but how exactly? Kafka accepts messages from the network and writes to the disk, and vice versa. The traditional way of moving data from the network to the disk involves `read` and `write` system calls, which require data to be moved to and from
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Companies Working with Java & Spring Boot โ
Iโve curated a list of 100 Top Companies Using Java & Spring Boot where you can explore tech stacks, job openings, and more! Featuring giants like Amazon, Google, Netflix, IBM, and startups like CRED & Udemy powering scalable
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Buying extra storage is far better than buying a new phone for storage. I have seen many people buy new phones for extra space. @Google
@GoogleIndia
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Indian AI Startups 2025 โ For Job Seekers Iโve curated a list of Indian AI startups with funding, where you can explore job opportunities if youโre passionate about building in AI How to Use This List? 1- Visit the LinkedIn Jobs section and apply directly. 2- On the companyโs
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It's a very nice book
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Someone with half your IQ is making 10x as you because they aren't smart enough to doubt themselves. - My Daily Reminder
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Unfortunately i got sick and i missed kubecon the whole event. @CloudNativeFdn
#cloudnativecon #Hyderabad #KubeCon #kubeconindia
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What a game congratulations team India. What a bowling performance given by an Indian bowler especially @mdsirajofficial ๐๐ป๐๐ป #INDvsENG
@BCCI
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IAS officer launched his AI startup. Worked for NITI Aayog, then joined microsoft and now launched a startup "Disha AI". ๐ซก๐ซก๐ซก #startupfounder
#startup
#StartupIndia
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