Joined April 2022
39 Photos and videos
What i just realised Autonomy paradox: the more autonomous you want an AI to be, the more deterministic its code must be. Structured workflows strict tool boundaries = safe, creative agents. By seeing cursor2.0 and other agentic ai apps and also myself building ai agents #AI #agents
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want truly autonomous AI? Start by removing randomness from your code Provide clear tools, success metrics, and recovery loops. Let the model explore within that scaffold autonomy emerges from structure
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spent the weekend building a file manager from scratch to nail down design patterns here's what clicked for me: • Strategy pattern = easy to swap local/cloud storage without touching core logic • Observer pattern = notifications just work when files change • Singleton = one event notifier for the entire app the best way to learn LLD? build stuff that actually uses it
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day 3 of learning Go: built a movie API with Gin MongoDB coming from Java's try-catch pyramids, Go's explicit error handling (if err != nil) is refreshing. context package for timeouts, struct tags for validation, defer for cleanup... everything feels intentional also goroutines >> threads. fight me. #golang #BuildInPublic
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The new DeepSeek-OCR paper is a pretty big brain move. Using "context optical compression" to treat text as an image (vision tokens > text tokens) is a super clever way to slash token counts. Seeing 10x compression for long docs... that's going to change the game for compute costs.
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Seeing all the reports about that massive us-east-1 outage. ​The fact that it all stemmed from a DNS issue with DynamoDB is wild. Really shows how foundational that service is to so many apps. ​Hope everyone's post-mortems are productive today! 😂 ​#AWS #Outage #DynamoDB
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The "D" in SOLID (Dependency Inversion) isn't just "use interfaces." The real "Inversion" is about ownership. ​Your high-level business logic should own the interface contract. The low-level details (like the database module) just implement it. ​High-level code shouldn't know details exist. ​#Java #SOLIDPrinciples #SoftwareArchitecture #CleanCode
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just got this epic playlist breaking down 96 top research papers dove into “Attention Is All You Need” and classic RNNs, and its a MASTERCLASS in understanding AI! youtube.com/playlist?list=PL… If you r serious about levelling up in machine learning, bookmark this you will thank yourself later! 💡🤖 #AI #DeepLearning #MLpapers
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Google just announced a big leap for students and teachers AI-generated textbooks that adapt to your learning needs. Excited to see how this changes the way we study! #EdTech research.google/blog/learn-y…
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I am 2026 batch, where are entry level roles ? Direct getting sde2 and Architect roles 😭
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Wow, Google's new LangExtract library looks incredibly useful. It pulls structured data from raw text using Gemini. This is going to save developers so much grunt work. Link to the blog post 👇 developers.googleblog.com/en… #ai #dev #google #llm
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Hey everyone, I'm @himesh_dev, a software developer passionate about: AI startups indie hacking SAAS FullStack Java Nextjs AI/ML GenAI/Agentic AI ... I'm here to share my journey, learn from others, and hopefully find some cool opportunities. Let's connect! #AI #SoftwareDev #TechCommunity
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🚨 I just burned through 500K Redis requests in 1 day... The culprit? A single line of code that was polling instead of blocking. rPop() → brPop() One character change saved me 95% of my Redis costs 💸 Building in public teaches you expensive lessons fast 📈 #BuildInPublic #Redis #TechDebt
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Deployed my Tradesphere project that is a zerodha inspired exchange platform. All services I need to deploy separatly the api layer, the buisness logic engine, WebSockets feed server, redis, database handling layer ... then setup comms between them 🙃 Will post the demo/live url after some frontend updates 👍 #buildinpublic #fullstackdeveloper
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Attention is all I need 🙃 ⚡️Transformer⚡️
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Learning & building in public! 🚀 - Learned Java's Serializable, Iterable (marker interfaces) - Solved LeetCode tree questions 🌳 - Continued my eComm microservices project 🛒 - Prototyping a new AI agent at my internship 🤖 #BuildInPublic #100DaysOfCode #Java #AI
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Twt shit posting
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🚀 Just Build this weekend: notsosimple.tech A fun platform that over-engineers your simple app ideas. ➤ Ask it to build a TODO app ➤ Get a full stack with: Kafka, encryption, microservices, Redis pub/sub, and more madness 😂 Because why be simple when you can be enterprise ready? #buildinpublic #indiehackers #devhumor #AI
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Tech stack for a weather app? Obviously: Rust, Redis, Kafka, and a quantum co-processor. Startup idea: build an actual app using one of these cursed suggestions. Will fund with karma. Dev friends: submit your wildest prompts and share the most cracked response below 👇
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