ai-analytics - 技术专题

🦔 PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.

Free, open source BI platform with AI conversational analytics (BYO-LLM), pixel-perfect paginated reports, interactive dashboards, SSO, embedding, multi-tenancy & row-level security. Every feature free in Community Edition. Self-hosted, Docker-ready

Open-source AI usage tracker — tokens, cost, and sessions across Claude Code, Codex, Hermes, Qoder, and more

Archived. Earlier Bonnard product. Current: bonnard.dev / @bonnard/mcp-charts

Archived. Earlier Bonnard product. Current: bonnard.dev / @bonnard/mcp-charts

Local-first cost analytics for AI coding agents. See where your tokens and money go across Claude Code, Cursor, and more.

Session replay & product analytics SDK for web apps

A complete machine-learning system that predicts AI assistant user satisfaction using behavioral signals such as device, usage category, time features, session metrics, and model metadata. Includes full ML pipeline, SHAP explainability, evaluation suite, and an interactive Streamlit analytics dashboard.

Full-Funnel AI Marketing Analytics. A modern data stack powered by dbt MetricFlow and MCP. Natural language insights across Google/Meta Ads, CRM, and 5 data warehouses. Includes XGBoost lead scoring and a $0/mo architecture.

A Python data analysis project exploring AI adoption, maturity score, and productivity change using pandas and matplotlib visualizations.

Citatra is an open-source platform for AEO/GEO. Designed for marketers and SEO professionals, it helps you monitor competitors, analyze backlinks, and gain actionable intelligence to optimize your visibility on AI search.

A scope for your Ai coding-agent sessions

Token-level cost intelligence for AI coding tools — budget alerts, anomaly detection, and multi-tool tracking across Claude Code, Codex CLI, Cline, and Gemini CLI

Open-source AI-native analytics platform. Natural language to SQL, no-code ML predictions, voice queries, federated multi-DB queries via Trino. AGPL v3, self-hosted.

Спроси данные на русском — получи ответ с графиками, инсайтами и публичной ссылкой на дашборд. 30 инструментов анализа, ML-прогнозы, подключение к prod БД. Работает на бюджетных LLM вроде Deepseek V4 Flash.

AI-powered dashboard for monitoring SLA breaches, ticket trends, and support team performance using real-time analytics and automation.

Experimenter Analytics Tools — A/B testing platform for analysts and data scientists who need full control over their experimentation workflow.

Docker Compose deployment for Actyze — open-source self-hosted AI analytics. NL→SQL, federated queries via Trino, ML predictions, voice. AGPL v3.

AeroVision-AI is an advanced aerial intelligence system for real-time vehicle detection, tracking, and analytics from drone footage. Built with YOLOv8, Streamlit, and OpenCV, it offers live inference visualization, CSV-based analytics, dynamic watermarking, and video export, a production-grade showcase of computer vision in motion.

Privacy-first AI usage dashboard. Analyze local AI assistant logs with optional sync through your own GitHub repository.