{
  "id": 7444990,
  "title": "Hello guys recently build COPstark - A cloud budget optomization tool",
  "url": "https://urgent.news/2026/09/15/hello-guys-recently-build-copstark-a-cloud-budget-optomization-tool",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-09-15T01:47:28.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/keshav_agarwal_d6cf647c8d/hello-guys-recently-build-copstark-a-cloud-budget-optomization-tool-348b"
  },
  "original_language": "en",
  "account": "A new cloud budget optimization tool called COPstark has been developed by a developer. This tool assists businesses in analyzing their AWS infrastructure, recognizing areas to cut costs, and making informed decisions regarding cloud expenses. By utilizing COPstark, users can generate practical recommendations to fine-tune their AWS setup and curb needless expenditures.\n\nCOPstark offers several key features. The tool provides Cloud Infrastructure Recommendations, which offer actionable insights to optimize AWS infrastructure and minimize wasted spending. It also tracks Savings, allowing users to monitor the actual amount they have saved through the tool's recommendations. Another valuable feature is the Savings Plans Recommendations, which help identify potential savings opportunities through AWS Savings Plans.\n\nOne standout feature is the AI-Powered Chatbot, which enables users to ask questions about the recommendations, their implementation, and the reasoning behind them. This chatbot helps users understand the logic behind each recommendation and how to apply it effectively.\n\nTo achieve these results, COPstark analyzes AWS accounts across 13 services, providing recommendations for resource right-sizing, scheduling, and Savings Plans. It also features an AI-powered assistant that allows users to query their AWS infrastructure, understand resource utilization, and explore additional cost-saving opportunities.\n\nThe tool's technical architecture relies on AWS CDK, ECS, Docker, Lambda, S3, Cost and Usage Reports, and CloudTrail. This architecture is designed to analyze customer environments through secure cross-account access without requiring any additional infrastructure in their accounts.\n\nCOPstark has already achieved notable results. The developer reports that the tool helped their own company save approximately $200 monthly. Additionally, COPstark identified potential savings of up to 70% for some enterprise workloads, with one client achieving around $3,000 in monthly savings. To date, COPstark has helped 20 enterprise clients.",
  "summary": "Recently, I built COPstark, a cloud budget optimization tool that helps businesses analyze their AWS infrastructure, identify cost-saving opportunities, and make informed decisions about cloud spending. Services Cloud Infrastructure Recommendations: Generate actionable recommendations to optimize your AWS infrastructure and reduce unnecessary spending. Savings Monitor: Track how much you have…",
  "key_points": [
    "COPstark is a cloud budget optimization tool developed by a developer",
    "AI-powered chatbot helps users understand recommendations and apply them effectively"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}