Joined June 2020
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Is it just me, or does the pace of AI evolution feel like it’s accelerating every single week? ⏳ Finding time to balance deep technical work with staying current on new models is the ultimate productivity challenge. How are you keeping up? #ai #machinelearning #career
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Being a senior dev doesn't mean knowing every language. It’s actually about knowing what NOT to build. Simplifying requirements and reducing technical debt is the highest ROI work you can do for a product. πŸ’‘ #softskills #leadership #techcareer
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Transitioning from monolithic services to event-driven architecture is rarely easy, but the observability gains are worth every headache. Debugging becomes time taking often. Make sure to have right observability in place while making decision. #backend #microservices
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Take a break. Your code quality plummets when you're burnt out. Spend the weekend off-screen and come back with the fix for a bug that stumped you. Sometimes the solution is stepping away. 🌲 #worklifebalance #mentalhealth
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Good documentation is a superpower. If you can write a README that allows a new hire to deploy to staging in under 30 minutes, you've saved the company thousands of dollars. πŸ“ #docs #engineering
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Contributing to open source isn't just for 'experts'. Fixing a typo in documentation or updating a readme is how you get your foot in the door. Everyone starts somewhere. You would potentially end up shipping features once you cross this door ^ 🌟 #opensource #devcommunity
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The best way to solidify your technical knowledge is to mentor someone junior to you. πŸŽ“ When you have to explain a concept like 'dependency injection' or 'CAP theorem', you realize exactly where your gaps are. #mentoring #devlife
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Cloud costs spiraling? Check your data transfer egress fees. πŸ’Έ It's often the 'hidden' part of the bill that bites the hardest. Sometimes, regional caching is cheaper than re-fetching data. #cloud #devops #finops
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Simplicity is the most underrated trait in system design. We often over-engineer for traffic we don't have yet. Build for horizontal scale, but don't add complexity unless the metrics demand it !! #architecture #scaling #engineering
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Test coverage percentage is a vanity metric that can be gamified. I'd rather have 60% coverage on critical business paths than 95% coverage on getters and setters. Focus on the paths that could bankrupt your app if they fail. Same for your integration tests. #testing #quality
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Is it time to fine-tune your own models or just prompt engineering? 🧠 My take: Start with RAG (Retrieval-Augmented Generation) first. Fine-tuning is usually overkill until you've maxed out your context window, or the scale is huge. #AI #LLMs #RAG
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Technical debt isn't always bad, but it needs a repayment plan. 🏦 Don't let your short-term wins become long-term blockers. Dedicate some %age of every sprint to 'interest payments'. #coding #agile #devlife
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Observing lately, AI has made building so much easier, people have started to build duplicate or near similar products/stacks/features without thinking of reusability. IMO in near future, we would see SAAS to measure it and fix the problem.
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Choosing a tech stack shouldn't take longer than building the MVP. One of the biggest leadership failures is 'Analysis Paralysis.' Pick the tools you know best, ship the product, and solve the scaling problems when they actually exist. Momentum is more valuable than the 'perfect' framework. #Leadership #Entrepreneurship #TechStack #SaaS #Startups
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Transitioning from IC to Managerial path is a total shift in logic !! Your 'output' is no longer lines of code, but the clarity of your team's roadmap. The biggest challenge? Learning when to step back, so your team can step up. Leadership is about removing roadblocks, not being the smartest person in the room. πŸš€ #EngineeringManagement #TechLeadership #SoftwareEngineering
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You don’t get better by doing big things once. You get better by: - solving small problems daily - reading code regularly - fixing real bugs - learning from mistakes Consistency builds skill. Not intensity.
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Every new layer you add to a system solves one problem and creates two more. - more complexity - more failure points - harder debugging - slower onboarding Abstraction is powerful. Over-abstraction is often expensive. #CodeOptimization #CodeReduction
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"AI is democratizing knowledge. Being β€œhead smart” is becoming a baseline rather than a differentiator for the top roles.”
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I sometimes wonder who are these ~150 people following me on Github and why πŸ€” ?
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Before adding new code, ask. Can this be: - simplified? - reused? - removed? - avoided? Every line you add is a line you have to maintain. Less code. Less problems. #CodeQuality #TechnicalDebt
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