May 24 · 3 min read · Introduction Recently while building full-stack systems and experimenting with AI-assisted development, I noticed something. Most tutorials teach: syntax ideal architecture expected outputs contro
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Apr 18 · 7 min read · The Redpanda container was configured for 256MB of RAM. On a local dev machine with 32GB, that's nothing. On the production VPS with 1GB total, it was a quarter of the entire budget before the notification service had processed a single event. I had ...
Join discussionJan 19 · 2 min read · Governing Ambition with OWASP LLM on Langfuse provides a practical guide for developing secure and accountable AI agents in production environments. The article aligns the OWASP Top 10 vulnerabilities for Large Language Model (LLM) applications with ...
Join discussionDec 25, 2025 · 4 min read · It’s that time of year again. New year. New notebooks. New promises.And the same familiar posts flooding timelines: “Learn DSA in 90 days” “Build 10 projects this year” “Become consistent” “Crack X by December” I’ve written some of those posts ...
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Nov 27, 2025 · 5 min read · Data Integrity ensures that the data in your database is accurate, consistent, and adheres to business rules. Constraints are the database objects that enforce these rules at the lowest level, preventing invalid data entry regardless of the applicati...
Join discussionNov 25, 2025 · 5 min read · Introduction Picture this: You just finished making one of the greatest video games ever created. You're exhausted, proud, maybe dreaming about a vacation. Then your boss walks up and says, “Great job! Now do it again. You have one year. Starting... ...
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Oct 31, 2025 · 15 min read · The landscape of modern software engineering is littered with the remnants of ambitious projects that failed not due to a lack of technical prowess, but a fundamental misunderstanding of their own purpose. As senior engineers and architects, we often...
Join discussionAug 8, 2025 · 4 min read · As machine learning pipelines become more indispensable across sectors like finance, healthcare, and autonomous systems, organizations face growing operational and scalability challenges. Traditional MLOps paradigms are tightly coupled to static infr...
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Apr 21, 2025 · 8 min read · “If you give TypeScript the right limits, it’ll give you superhero-like code.”— A sleep-deprived dev at 3AM (probably me) 👋 Hey Gocoders! Heyo! Welcome (or welcome back!) to Gocoding — where I learn in public, mess up in public, and somehow still s...
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Apr 11, 2025 · 3 min read · In the structured world of Database Management Systems (DBMS), data integrity and consistency are paramount. Without mechanisms to enforce rules and maintain the quality of information, databases can quickly become unreliable and riddled with errors....
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