May 2 · 3 min read · Not every AI task needs a frontier model. Gemini 3.1 Flash exists for the 80% of tasks where speed and cost matter more than maximum quality. At $0.075 per million input tokens, it's practically free — and for many tasks, the output is good enough. ...
Join discussionApr 2 · 10 min read · Industrial monitoring platforms collect telemetry from thousands of devices simultaneously. You need two things at once: a real-time dashboard that tells you whether a device is behaving normally right now, and accurate historical reports that tell y...
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Mar 25 · 8 min read · The Problem: 235 Plugins Need Comprehensive Documentation I maintain claude-code-plugins, a marketplace with 235 plugins for Claude Code. Each plugin needed enhanced SKILL.md files (8,000-14,000 bytes) following Anthropic's Agent Skills standards. Do...
Join discussionFeb 15 · 5 min read · Model Integration in LangChain There are several ways to integrate models into a system using LangChain. The method you choose depends on flexibility, provider requirements, and project complexity. 1
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Dec 17, 2025 · 4 min read · Imagine being a celebrity with a massive following. Every time you post, you receive an overwhelming number of likes. Now, picture getting 100,000 likes within minutes. Would Instagram update its database 100,000 times in one minute to reflect this? ...
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Dec 15, 2025 · 2 min read · Welcome to a blog series where we strip away the Kubernetes magic and look at the raw computer science concepts that power your cluster. At a high level, the difference is simple: CronJob (The Alarm Clock): A task designed to finish. It starts, does...
Join discussionDec 5, 2025 · 7 min read · In this article we will see how to leverage Postgres support for pipelining queries which “allows applications to send a query without having to read the result of the previously sent query”. This allows you for example to perform batch updates which...
Join discussionSep 25, 2025 · 2 min read · Another day is here with us, you got to be grateful for such an opportunity. Today, I shall delve into the nitty gritty about everything batch processing. P.S; if my scope is limited please bare with me. Batch processing, when it comes to ingesting d...
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Sep 9, 2025 · 5 min read · Refini - Photo Enhancement and Old Photo Restoration App Refini is an AI-powered photo enhancement and old photo restoration platform that brings your photos back to life. Whether you have blurry modern photos or damaged vintage photographs, we provi...
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