Mar 29 · 11 min read · Introduction Most AI coding tools are reactive. You paste an error, they suggest a fix. You still have to copy, paste, run, and repeat. That feedback loop is slow and entirely manual. Deep Agents flip
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Mar 26 · 6 min read · We organize Hack4Bengal, one of the largest in-person hackathons in Eastern India every year. Every edition, two things go wrong that no amount of spreadsheet wizardry can fix: Mentor matching is a gu
Join discussionMar 25 · 4 min read · Most modern data stacks are broken in a subtle way. Not because they lack tools — but because they separate things that should be connected. You have: SQL for structured data RAG for documents APIs
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Feb 17 · 5 min read · I’ve run over 150 hackathons. From small 50-person events to 1000 developer sprints. From community-led to corporate hackathons. No matter the size, one thing is constant: The backstage is chaos. If you’ve organized a hackathon, you know exactly wh...
Join discussionFeb 14 · 4 min read · When I was building backend systems, relationships were everywhere. Users belonged to companies. Orders belonged to users. Data was connected. In AI agents, I noticed something similar. Memory is not just text. It is relationships. Who knows whom. Wh...
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Feb 12 · 9 min read · Why Standard Optimization Approaches Fail for Graph Traversals Graph database query optimization requires understanding execution semantics that differ fundamentally from SQL. In relational databases, the query planner primarily optimizes join order ...
Join discussionJan 23 · 7 min read · We're thrilled to announce a major milestone for ArcadeDB: a brand-new, native OpenCypher engine that replaces the legacy Cypher-to-Gremlin translation layer. This isn't just an incremental improvement—it's a complete reimplementation that brings mas...
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Nov 8, 2025 · 3 min read · SPARQL and RDF are closely related concepts used together in the Semantic Web and linked data. 1. What is RDF? RDF (Resource Description Framework) is a standardized framework developed by the W3C for describing web resources and metadata. RDF descr...
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Sep 30, 2025 · 5 min read · Current State of Implementation: Initialization and Constraints: The initialize method sets up constraints and indexes, which is essential for maintaining data integrity and improving query performance. CRUD Operations: Implemented a wide range of C...
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