Justine WinataWriting on AI infrastructure, distributed systems and the technologies I benchmark.https://tintinwinata.com/enMongoDB Vector Search: Binary Quantization at 75 Million Vectorshttps://tintinwinata.com/article/mongodb-binary-quantization-75m/https://tintinwinata.com/article/mongodb-binary-quantization-75m/Thu, 20 Aug 2026 00:00:00 GMTClickHouse vs MongoDB: When Milliseconds Become Minuteshttps://medium.com/@tintinwinata/clickhouse-vs-mongodb-when-milliseconds-become-minutes-3ea847eba015https://medium.com/@tintinwinata/clickhouse-vs-mongodb-when-milliseconds-become-minutes-3ea847eba015Mon, 01 Jun 2026 00:00:00 GMTMicrosoft Agent Framework v1.0: Is It Worth the Hype?https://medium.com/@tintinwinata/microsoft-agent-framework-v1-0-is-it-worth-the-hype-8f5d06c54eb0https://medium.com/@tintinwinata/microsoft-agent-framework-v1-0-is-it-worth-the-hype-8f5d06c54eb0Mon, 20 Apr 2026 00:00:00 GMTBuilt an AI That Auto-Creates JIRA Tickets From Production Errors—and Wonhttps://medium.com/@tintinwinata/built-an-ai-that-auto-creates-jira-tickets-from-production-errors-and-won-1st-place-doing-it-79b4d83feb88https://medium.com/@tintinwinata/built-an-ai-that-auto-creates-jira-tickets-from-production-errors-and-won-1st-place-doing-it-79b4d83feb88Fri, 16 Jan 2026 00:00:00 GMTEvent-Driven System: Real-Time Entity Linking With Apache Flinkhttps://medium.com/@tintinwinata/event-driven-system-real-time-entity-linking-with-apache-flink-c52b3e198ca3https://medium.com/@tintinwinata/event-driven-system-real-time-entity-linking-with-apache-flink-c52b3e198ca3Sat, 20 Dec 2025 00:00:00 GMTHow Your System Talks Behind the Scenes With Socketshttps://medium.com/@tintinwinata/how-your-system-talks-behind-the-scenes-with-sockets-10a1447ced0ahttps://medium.com/@tintinwinata/how-your-system-talks-behind-the-scenes-with-sockets-10a1447ced0aFri, 07 Nov 2025 00:00:00 GMTSolving Bitbucket’s AI Review Gap for 98% Lesshttps://medium.com/@tintinwinata/solved-bitbucket-ai-review-gap-and-it-cost-98-less-than-enterprise-tools-ee77c6940d81https://medium.com/@tintinwinata/solved-bitbucket-ai-review-gap-and-it-cost-98-less-than-enterprise-tools-ee77c6940d81Sat, 18 Oct 2025 00:00:00 GMTCursor Best Practices: A Deep Dive into Cursor Rules, GPT-5, Claude 4 and Geminihttps://medium.com/@tintinwinata/cursor-best-practices-a-deep-dive-into-cursor-rules-gpt-5-claude-4-and-gemini-5371a4662cd9https://medium.com/@tintinwinata/cursor-best-practices-a-deep-dive-into-cursor-rules-gpt-5-claude-4-and-gemini-5371a4662cd9Sun, 07 Sep 2025 00:00:00 GMTWebsite Monitoring with Prometheus, Grafana and Blackbox Exporterhttps://medium.com/@tintinwinata/website-monitoring-with-prometheus-grafana-and-blackbox-exporter-0231745b0e31https://medium.com/@tintinwinata/website-monitoring-with-prometheus-grafana-and-blackbox-exporter-0231745b0e31Tue, 19 Aug 2025 00:00:00 GMTBridging Worlds: A Practical Guide to C++ and C# Integrationhttps://medium.com/@tintinwinata/bridging-worlds-a-practical-guide-to-c-and-c-integration-2ef6989f6edehttps://medium.com/@tintinwinata/bridging-worlds-a-practical-guide-to-c-and-c-integration-2ef6989f6edeSun, 06 Jul 2025 00:00:00 GMTHow I Built a Retrieval-Augmented Generation System with Amazon Bedrock for $1 a Monthhttps://medium.com/@tintinwinata/how-i-built-a-retrieval-augmented-generation-system-with-amazon-bedrock-for-1-month-d59a6bcee0dahttps://medium.com/@tintinwinata/how-i-built-a-retrieval-augmented-generation-system-with-amazon-bedrock-for-1-month-d59a6bcee0daMon, 27 Jan 2025 00:00:00 GMT