Analyst Recommends Separate Dashboards for Business Metrics and System Uptime

·1 views

An analyst on DEV Community advises using separate monitoring tools for internal business metrics and external system uptime. For a software feature rollout, they recommend tracking cohort-specific success rates, errors, and costs on an admin dashboard. A distinct external checker should monitor basic system availability and task execution. This separation ensures accurate cost attribution and prevents missing critical failures that internal metrics cannot detect.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Developer creates tool to scrape and alert on critical app reviews from both stores

An 18-year-old engineering student has built a paid tool on the Apify platform that scrapes user reviews from both the App Store and Google Play. The tool standardizes the different data formats from the two stores into a single table with consistent fields. It accesses public store data via HTTP requests without requiring login or a headless browser. The tool can process thousands of reviews in under 30 seconds and is designed to help developers monitor critical feedback. A key feature allows users to set up daily Slack alerts specifically for new 1- and 2-star reviews to quickly identify potential issues.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Event-Driven Architecture course details common design pitfalls and distinctions

A developer has published a free online course on Event-Driven Architecture. It explains critical distinctions often overlooked by practitioners, such as differences between events and commands, and between queues, logs, and routers. The course warns that confusing event-driven with asynchronous communication can lead to tightly coupled systems. It aims to help viewers make informed design decisions, regardless of their experience level.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Claude Code users can identify high-context tools with local script

A developer has released a script called jCodeMunch that analyzes local Claude Code session logs. The script helps users identify which tools are consuming the most context window space during their coding sessions. Claude Code includes the full conversation history with each request, and tool results remain in the session until cleared. The script works by parsing local JSONL session files to count tokens returned by each tool. This allows users to optimize their workflow without sharing data externally.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Developer Builds AI-Powered Python Learning Platform with FastAPI and Next.js

A developer created a full-stack platform named AI Python Mentor to help users learn Python and backend development. The platform combines a structured curriculum, programming exercises, and an AI tutor using Retrieval-Augmented Generation for contextual answers. It is built with a FastAPI backend, a Next.js frontend, and uses PostgreSQL for data storage. The architectural design ensures core learning features remain functional even if external AI services are unavailable.

0 comments Read more at DEV Community