Weaviate
Qdrant
Milvus
Pinecone
Zilliz
Vespa.ai
txtai
Redis
PostHog
Mixpanel
Amplitude
Plausible.io
Google Analytics
Hotjar
LaunchDarkly
Heap
For developers just starting out, PostHog is a free way to understand how your product is being used, without having to send any data to 3rd parties.
For enterprise customers, one data security becomes a key concern, or B2C businesses where using a SaaS solution is unaffordable, it's typical to see teams hosting an event capture platform, a data lake, and sophisticated analytics tools. The end result is that data scientists are needed and most developers don't have easy access to product intel. PostHog solves that gap - it lets everyone understand how your product is being used, without having to send data to 3rd parties, even once you have scaled to millions of visitors.
It has a JS snippet that can autocapture events, and pre-built libraries to push backend data to. Build up full user histories, visualize product trends, funnels, and run experiments with new features.
Weaviate PostHogPostHog is particularly well-suited for product teams, developers, and startups that require deep insights into user interactions and need the flexibility of a self-hosted solution. It is also a good fit for organizations that prioritize data privacy and want to maintain full control over their data.
PostHog might be a bit more popular than Weaviate. We know about 72 links to it since March 2021 and only 49 links to Weaviate. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Knowledge-base RAG. The agent retrieves runbooks and past postmortems using hybrid search (BM25 plus dense vectors). Aurora documents a Weaviate hybrid index. The leading commercial AI SREs all integrate Confluence and ticket systems. - Source: dev.to / about 2 months ago
Bifrost supports dual-layer semantic caching with exact match and semantic similarity. Backend options include Redis for exact caching, Weaviate for vector-based semantic matching, and Qdrant as an alternative vector store. - Source: dev.to / 3 months ago
For those prioritizing flexibility, the RAG Engine also supports third-party options like Pinecone and Weaviate. These are excellent choices if portability is a requirement, allowing you to maintain a consistent vector store even if you decide to shift parts of your RAG stack to a different cloud provider or platform later on. - Source: dev.to / 4 months ago
Weaviate Homepage - Main website with product information and getting started guides. - Source: dev.to / 3 months ago
Code Explanation: In this example, the user_memory dictionary acts as a mock database. When the personalized_agent function is called, the first thing it does is a "Memory Check." It looks up the user ID to see if there are any saved preferences. Because it finds that the user prefers Rust, it automatically adjusts its output without the user needing to specify the language again. In a real application, you would... - Source: dev.to / 4 months ago
Opus, zero nudges. Realised on its own that an abandoned signup never fires identify, triangulated the anonymous session from time, platform and registration events, decoded the PostHog replay blobs, confirmed the duplicate account in Supabase, proved the reset email never sent, and pulled the root cause out of an unmasked DOM field. One prompt in; root cause out. - Source: dev.to / 10 days ago
This is the same model that PostHog, Supabase, and dozens of other developer tools use. Open core, with a managed offering on top. - Source: dev.to / 4 months ago
Offchain: Website traffic, in-app behaviour, marketing channels, growth campaigns (Google Analytics or PostHog). - Source: dev.to / 3 months ago
--- Title: "Validate Your Startup Idea in One Weekend: Next.js + PostHog + Stripe Test Mode" Published: true Description: "A step-by-step workshop for wiring up a landing page with analytics, a waitlist, and Stripe test-mode checkout to measure real willingness-to-pay before writing product code." Tags: typescript, api, architecture, cloud Canonical_url:... - Source: dev.to / 3 months ago
Topic PostHog (Web Vitals) Apogee Watcher Primary job Product analytics OS; Web Vitals are real-user metrics from the browser Synthetic PageSpeed monitoring + CrUX in results Instrumentation Requires posthog-js on the site No script on monitored sites Metrics FCP, LCP, INP, CLS from real sessions ($web\_vitals) when capture runs Lighthouse lab + CrUX (where available) via PSI Cookieless analytics With... - Source: dev.to / 4 months ago
Qdrant - Qdrant is a high-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Mixpanel - Mixpanel is the most advanced analytics platform in the world for mobile & web.
Milvus - Vector database built for scalable similarity search Open-source, highly scalable, and blazing fast.
Amplitude - Chart Your Path to Growth with Digital Analytics
Pinecone - Search through billions of items for similar matches to any object, in milliseconds. Itโs the next generation of search, an API call away.
Plausible.io - Plausible Analytics is a simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics. Made and hosted in the EU, powered by European-owned cloud infrastructure ๐ช๐บ
