Build multi-modal AI applications using our new open-source Vision AI SDK.

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Choosing a Video SDK: A Head-to-Head Comparison

A technical comparison of nine video calling SDKs across architecture, scale, and real limitations. Decide which is best for your use case.

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22 min read

6 Automated Tools for API Testing

There is a wide variety of testing tools available with unique features and capabilities, including a handful of different types of API protocols. It's worth noting that API testing software often can't test all API protocols, so we've noted which protocols each tool tests in the descriptions below. Let's look at six of the best

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9 min read

Guide to Getting Started with Stream

In this tutorial, we'll walk through the steps involved in creating your first application on Stream. We'll create a new account, choose how you want to build, and get you to your first working integration.

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11 min read

Architecting Real-Time Moderation for Live Video

Live video removes the one thing every other moderation system relies on - time to think before content ships. This article covers the architecture for real-time moderation - a fast, shallow path that beats your delivery window, and a slower, deeper path that corrects the call after the fact.

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20 min read

Chat Application Architecture, Explained

TLDR; Wide-column stores like Cassandra handle messages while Redis holds read state, because each subsystem's access patterns differ significantly. Presence alone generates a write on every connect, disconnect, and heartbeat, making it orders of magnitude more write-heavy than messages. End-to-end encryption prevents the server from searching, moderating, or generating push notification previews, which transport-plus-at-rest encryption

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31 min read

Bot Detection for Content Moderation: Why Your Trust & Safety Stack Needs Behavioral Signals

Most teams still think about bot detection as a security problem. CAPTCHAs, rate limiting, DDoS mitigation, browser fingerprinting, that's the domain of the security team, or the network layer above it. It's the gate traffic hits before it ever reaches the product. But the bots causing the most damage in 2026 aren't trying to take

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9 min read

Community Sift Moderation Alternatives - Top 6 Competitors Compared

Community Sift has been one of the most purpose-built content moderation platforms for gaming and online communities. If you're evaluating whether it's still the right fit, or your trust and safety team is looking at what else is out there, this guide gives you an honest comparison of the strongest moderation alternatives available today. We'll

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11 min read

Shipping WebRTC Video From a $10 Microcontroller: Challenges Building the Stream Video ESP32 SDK

We recently open-sourced the Stream Video ESP32 SDK, an SDK that lets an ESP32-S3 or ESP32-P4 join a Stream Video call, capture camera and microphone input, encode H.264 + Opus in real-time, and publish it over WebRTC. Someone on a browser or mobile device can then see and hear the ESP32 live. If you're

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16 min read

Where LLM Training Data Comes From (And Why It Matters)

Everyone talks about models. New architectures, larger parameter counts, faster inference, those tend to dominate the conversation. But if you're actually building AI systems (or evaluating vendors), you quickly realize something else matters more: The data. Not just how much of it you have, but where it comes from, how it's processed, and how it evolves

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6 min read

Stream's AI Moderation Roadmap: What We're Building Next

Moderation has quietly become one of the hardest problems in modern apps. As chat, feeds, and real-time video interactions expand globally, the challenge isn't just catching bad content; it's doing it in real time, across languages, with context, and at scale. At Stream, we've been investing deeply in solving that problem. This roadmap is a

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5 min read

How to Build a Chat or Messaging App: Architecture, WebSockets, & Scaling

Chat looks simple. A user types a message, and it appears on the other person's screen. Ship it. At Stream, we know it's anything but. WebSockets. Persistence. Message ordering. Offline sync. Presence at scale. File uploads. Emojis. All of it is table stakes for any chat or messaging app, and all of it is a

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31 min read

Live Commerce Explained: Features, Benefits, and Examples

TLDR; Live commerce is a trillion-dollar market, led by China's $680B in 2023 sales but growing fast in the U.S. with a 36% jump projected by 2026. The core tech stack matters more than the platform: low-latency video, real-time chat and moderation are what separate a polished experience from a broken one. Buyers who watch

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29 min read

10 Best Video Calling APIs: Benefits & Features

TLDR; Each API has a different strength: Agora adapts video quality to network conditions, Enablex supports 2,000 participants, and Vonage lets you embed video with one line of HTML. Pricing models vary widely: per-participant-per-minute, tiered by video quality, or unlisted. Stream includes $200/month in free usage. Estimate your monthly cost before committing. If you're in

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11 min read

When To Choose Long Polling vs Websockets for Real-Time Feeds

Real-time feeds are practically table stakes for modern applications. Users expect instant messaging, activity streams, and collaboration throughout a product. Product managers see competitors shipping these features and add them to the roadmap. Developers reach for WebSockets or start polling an endpoint. But real-time infrastructure that works in development often fails in production. Connections drop

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24 min read

Marketplace Content Moderation: How to Build Trust and Prevent Abuse at Scale

Marketplaces only work when people trust each other. Buyers trust that listings accurately represent what they're purchasing. Sellers trust they won't be scammed, harassed, or pushed off the platform by bad actors. And both trust that the marketplace itself is actively protecting them, not reacting after damage is already done. As marketplaces scale, maintaining that

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11 min read

Scaling Activity Feeds to 100M Users: Stream's Latest Benchmarks

Stream has reached a major milestone in activity feed infrastructure, successfully benchmarking over 37 million operations with a 10% write and 90% read workload distribution across a dataset of 100M users, 500M activities, and 200M follow relationships. Each scenario was tested at 500, 1,000, and 1,500 requests per second to measure performance under increasing load.

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3 min read

Scaling WebRTC Video to 100,000 Participants: Stream's Latest Video Benchmarks

Stream has reached a major milestone in real-time video infrastructure: Successfully scaling a single WebRTC-based livestream to 100,000 concurrent participants while maintaining ultra-low latency, stable frame rates, and zero packet loss. Today, Stream powers real-time chat, activity feeds, moderation, audio, and video for applications serving over one billion end users worldwide, backed by a 99.999%

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3 min read

Build vs. Buy Activity Feeds: Compare Costs & Trade-Offs

An activity feed is an in-app feature that can take many forms, such as a news feed, content recommendations, or timeline in social and community-based applications. When successfully integrated, they can increase your app's user engagement and retention rates while lowering customer acquisition costs (CAC). But before realizing the full value of an activity feed,

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14 min read

Build vs. Buy Moderation: The Ultimate Decision Guide for Trust & Safety

Content moderation is the invisible infrastructure of the web. Every message sent, image uploaded, livestream broadcast, and marketplace listing posted passes through moderation systems that determine whether it reaches its intended audience. Get it right, and your platform becomes a thriving community where users feel safe to connect, transact, and create. Get it wrong, and

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22 min read

Build vs. Buy In-App Chat: The Ultimate Decision Guide

Adding in-app chat is one of the most common (and underestimated) product decisions teams face. Today, AI has made it easier than ever to prototype messaging features quickly. A small team can scaffold a working chat experience in days, not months. But shipping a demo is not the same as running a production chat system.

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25 min read

Scaling Real-Time Chat to 5 Million Users: Stream's Latest Benchmarks

Stream has achieved a leading industry benchmark in scaling real-time chat as-a-service, supporting 5 million concurrent connections in a single chat channel. This engineering achievement underscores Stream Chat's position as the preferred in-app chat provider for enterprise organizations hosting the world's largest online events. Stream's infrastructure currently powers messaging and activity feed experiences for more

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2 min read

Content Moderation Ethics: Navigating Bias, Censorship & Fairness

Online communities rely on moderation to function, yet every moderation decision carries significant ethical implications. The platforms that choose to remove, allow, promote, or downrank content directly shape culture, discourse, and safety. As AI systems take on more moderation responsibilities and regulatory scrutiny increases, the stakes continue to rise. Ethical moderation is no longer only

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10 min read

The 12 Best Notification APIs for Apps

Push notifications, in-app bells, email digests, SMS alerts, chat mentions... Modern apps live and die by their ability to notify users at the right moment with the right message. However, building a reliable, scalable notification system from scratch is a massive undertaking. Between real-time delivery, cross-channel orchestration, personalization, compliance, and the sheer volume of events

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19 min read

Content Moderation Circumvention: Algospeak, Obfuscation, and Adversarial Tactics

As online platforms strengthen their safety frameworks, malicious users respond with increasingly creative ways to evade detection. The rise of content moderation circumvention is not a surprise. Modern apps support global conversations at scale, and as moderation becomes more effective, the incentive to outsmart it grows. But circumvention isn't increasing solely because moderation is improving.

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9 min read

The Moderation Metrics Every Trust & Safety Team Should Track

Trust and safety teams sit at the intersection of user experience, legal risk, and community health. Yet many teams still struggle to answer basic performance questions like: Is our moderation platform actually catching harmful content? Are we overblocking and frustrating good users? Are our tools paying off in time and cost savings? The only way

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10 min read

The Future of Content Moderation: Key Trends Shaping 2026 & Beyond

Content moderation is at a critical juncture. The amount of user-generated content has exploded across chat, activity feeds, gaming environments, livestreams, and marketplaces. Every interaction has become an opportunity for connection, but also an opportunity for harm. At the same time, regulation is increasing worldwide, and user expectations for safety are higher than ever. Trust

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7 min read

Live Content Moderation: How To Manage Live Chat, Streams, & Virtual Worlds

What started as simple text-based chat rooms has exploded into a complex ecosystem of real-time interactions: livestreams with thousands of concurrent viewers, multiplayer games with audio rooms, dating apps with video calls, customer support chats, creator economy platforms, and virtual reality spaces where communication happens through gestures and proximity. This evolution presents a fundamental challenge

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15 min read

Getting Started with AI Moderation

This guide walks you through how to get up and running with Stream's AI Moderation product: enabling moderation in your project, configuring policies, testing your setup, and building workflows that help your team stay ahead of harmful content. What This Tutorial Covers In this tutorial, you'll learn how to: Set up your project and choose

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12 min read

6 Lessons From TikTok's Feed That Any App Can Use

TikTok is one of the most popular apps in the world, ranking as the second most downloaded app globally. Its rapid rise is fueled by high engagement rates, averaging 2.80% in the first half of 2025 and still climbing. Numbers like these explain why so many teams want to build TikTok-style feeds, not just to

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10 min read

Guide to Transparent Content Moderation: Appeals & Statements of Reason

Content moderation has undergone a major shift in recent years. What once felt like an opaque black box to users has steadily moved toward openness, clarity, and accountability. Historically, a user who had content removed or an account restricted rarely received meaningful information about why the decision happened, who made it, or whether it could

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9 min read

The 10 Essential Tools of the Modern Chat Moderation Stack

There was a time when the only weapon in the chat moderator's arsenal was a simple keyword list. You would be adding new words and phrases to your filters as they came up, always in reactive mode. Maybe you have regexes to help. Perhaps you build out a team. But you're always chasing the latest

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11 min read

Migration Made Simple: How to Switch from an In-House Build or a 3rd-Party Vendor to Stream Chat

In today's economic climate, every dollar counts. Organizations are under pressure to maximize ROI on their tech stack and scrutinize vendor relationships. Specifically in the in-app chat service market, there has been a big shift away from technology that is not economically priced and does not effectively scale to meet business requirements. When considering a

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5 min read

How Low-Latency Video Streaming Works

These days, low-latency video streaming is so deeply embedded in current culture that, for those accustomed to TikTok, Twitch, YouTube, or even straightforward video chats, the idea that video could be anything other than millisecond-perfect seems ridiculous. Of course, all those platforms, and really the entire concept of video streaming and video chat, are only

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13 min read

How to Build Automated Moderation From Basic Rules to LLMs

"Discord's AutoMod feature is amazing! How did we get by before that was a thing..." -Reddit user croc122 If you've ever set up a community online, even a small one, you'll have seen the bad side of people. "croc122" knows this. It's not just the flame wars and toxic comments that cause problems; it's also

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15 min read

Q4 2025 Product Roadmap: What's Next for Chat, Feeds, Moderation & Video

As 2026 approaches, our teams are laser-focused on delivering features that make Stream's real-time communication APIs even faster, smarter, and easier to build with. From long-awaited analytics tools to real-time moderation capabilities, this quarter's roadmap introduces big steps forward across all four products: Chat, Feeds, Moderation, and Video. Below is a detailed look at what's

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5 min read

A Guide to Content Compliance

The digital landscape evolves every day; platforms are no longer judged solely by the quality of their features or the size of their communities. They are held accountable for the safety of the content they host. Governments worldwide are introducing sweeping regulations that raise the stakes for every online platform, from global social networks to

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32 min read

Open Vision Agents by Stream: Open Source SDK for Building Low-Latency Vision AI Apps

Vision Agents is a new, open-source framework from Stream that helps developers quickly build low-latency vision AI applications. The project is completely open-source and ships with over ten out-of-the-box integrations, including day one support for leading real-time voice and video models like OpenAI Realtime and Gemini Live. Text-to-speech, speech-to-text, and speech-to-speech models are also natively

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5 min read

Exploring the Power and Potential of Stream's Feeds API

In the world of real-time content experiences, user engagement, community, and retention metrics reign supreme. Fortunately, you can elevate your UX and improve KPIs that mean the most to your app with Stream's Activity Feed API and SDKs. Our reusable components are easy to integrate, require little to no maintenance, and, most importantly, can scale

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8 min read

Live Stream Chat Moderation: 5 Ways to Create a Safe & Enjoyable Video Experience

Live streaming has become one of the most popular ways for people to connect, entertain, and build communities online. But along with its rapid growth comes an undeniable challenge: keeping those communities safe. Research shows that a majority of livestream viewers and creators have encountered harassment, hate speech, or abuse during broadcasts, with some studies

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11 min read

Trust and Safety: Reduce Risk on Your Platform

It is the responsibility of online platforms to create a safe environment its users can trust, enjoy, and recommend to others. When businesses fail to moderate user-generated content, they risk alienating their audience and contributing to churn. Many businesses are looking to Trust and Safety policies and professionals to protect their customers and reputations. What

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16 min read

The Importance of Moderating In-Game Chat

Trolls, bad actors, and even bots can dismantle trust within video game communities by harassing other players and posting offensive or spammy content within the chat platform. Moderating multiplayer video game chat is essential to preventing toxic content from driving players away, damaging ratings, and eroding the trust that keeps gaming communities (and the studios

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16 min read

Release: Editable LLM Prompts

At Stream, we know moderation is critical for building safe, thriving communities. With millions of messages flowing through apps powered by Stream, companies need more than just static rules. They need flexibility, speed, and full control. That's why we're excited to announce the release of AI Text Harm Detection (LLM). This new feature gives teams

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2 min read

Chat UX Best Practices: From Onboarding to Re-Engagement

Product managers live in two dimensions that most other teams overlook. The first dimension is depth: perfecting individual features, optimizing performance, squashing bugs. This is where engineers and designers naturally focus: creating each component that is both technically elegant and visually flawless. But the second dimension is where PMs earn their keep: the horizontal view

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13 min read

NLP vs LLM for Content Moderation: How to Choose the Right AI Approach

The explosion of user-generated content (UGC) has made AI content moderation an operational necessity for digital platforms. From in-game chat and livestream comments to social media threads and marketplace reviews, trust and safety teams are under growing pressure to detect harmful content at scale and in real time. As platforms grapple with new regulatory requirements,

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10 min read

Content Moderation at Scale: Handling Millions of Messages Without Sacrificing UX

In 2021, Twitch streamers, mainly Black and LGBTQ+, were hit with a wave of "hate raids." These automated bot swarms dumped dozens of identical slurs and threats into chat rooms in bursts that lasted seconds. The median raid spewed ~48 messages in <16 s. 222 bots hit one channel at once. In the fallout, creators organised

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17 min read

Alpha Release: Activity Feeds v3

Apps use Stream's Activity Feeds API with hundreds to millions of users. Today, we're excited to share the third iteration of our Feeds API, Feeds v3, which builds on our scalability and expands our Activity Feeds API to include popular community features like for-you feeds, client-side SDKs, comments, activity expiration, and more, all while being 30%

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3 min read

A Complete Guide to Audio and Voice Moderation

Imagine you're happily playing PUBG. The circle is closing; your team still has a chance of a chicken dinner, until you get sniped. Then it starts. A stream of toxic voice chat erupts from a teammate. Slurs and threats that destroy the match. You hit mute, but the damage is done. This scenario plays out

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23 min read

Feature Announcement: Moderation Rule Builder

Moderating user-generated content at scale is difficult, especially as harmful behavior patterns evolve. Rule Builder provides a new way to define complex moderation logic without writing a single line of code. What is Rule Builder? Rule Builder is a new dashboard feature within Stream's AI Moderation platform that lets you: Define moderation rules based on

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3 min read

A Complete Guide to Building and Managing an In-App Community

"Come for the tool, stay for the network." So said a16z partner Chris Dixon over a decade ago. However, the concept remains entirely true: the most successful apps today aren't just functional tools; they're ecosystems where users connect, collaborate, and create value for one another. Think about it. Strava isn't just a fitness tracker; it's

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22 min read

In-App Voice and Video Calling: Complete Implementation Guide for Product Managers

We've all been in the situation where we're typing out a message in an app and think, "actually, I just need to call this person." In-app voice and video calling is how you add this functionality to your product. With in-app video, your users can talk to each other without jumping to a different app.

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17 min read

HLS, MPEG-DASH, RTMP, and WebRTC: Which Protocol is Right for Your App?

Picture this: Netflix serves over 15 billion hours of content monthly, Twitch handles an average of 2.55 million concurrent viewers (with peaks above 3.8 million during major events), and Zoom facilitates billions of meeting minutes, all relying on fundamentally different streaming technologies under the hood. Whether you're binge-watching Netflix or tuning into a live broadcast, live

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27 min read

Stream Changelog

Follow along with our weekly product updates for Stream Chat, Feeds, Video, and Moderation. Updates. August 17th, 2026 Chat iOS added ChannelSearch and ChatChannelSearchController with dynamically debounced search across messages, users, and channels and fixed a FetchCache deadlock, Android added local unread counts on channels with read events disabled, Video iOS shipped CallKit join and crash fixes, and Feeds added inline collections on activity create and request_info in webhook events

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67 min read

2025 Product Roadmap: The Year of AI

It's amazing to see large apps like Nextdoor, Strava, Match Group, and Patreon, as well as established brands like IBM and Adobe, rely on Stream to power their apps. Over one billion end users rely on Stream. Some of the largest apps have 100M to 250M users. We're currently growing our team faster than ever

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8 min read

WebRTC vs WebSockets: What Are the Differences?

From gaming to messaging and video conferencing, real-time communication is at the forefront of most apps. WebRTC and WebSockets are among the standout real-time technologies today. They enable instant, two-way information exchange to facilitate online interactions and make communication more efficient. While they both offer powerful communication features, they have important differences. By understanding their

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11 min read

MariaDB vs MySQL: How Do These Databases Differ?

Choosing between MariaDB and MySQL can be tough. MariaDB's origins as a fork of MySQL bring so many surface-level similarities that it can feel like picking a favorite identical twin based on their looks. If you're working on a small-scale project, you might decide based on your love of open source or a desire to

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11 min read

Multilingual Content Moderation with LLMs

Content warning: This article contains some NSFW Hungarian and Korean words and phrases. Did you know for the sitcom Mork and Mindy, the production team needed censors who knew four languages just to keep up with Robin Williams' sneaky swearing attempts? That was in the seventies, but today's content moderators have the same problem, writ

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6 min read

Stream Releases VP9 SVC Codec for Enhanced Video Call Efficiency

At Stream, we're dedicated to making video calls smooth and efficient for everyone, especially those using older devices or lower-powered CPUs. To this end, we're excited to announce that the VP9 SVC codec is now available for Stream Video users on JavaScript, React, and React Native SDKs. This addition delivers significant bandwidth and performance optimizations,

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2 min read

Understanding the Impact of the Digital Services Act (DSA) Requirements on Content Moderation

The Digital Services Act (DSA) is set to reshape the landscape of content moderation for digital platforms operating within the European Union (EU). As compliance becomes mandatory starting February 2024, understanding what this means for platforms of all sizes is essential. This article will break down the DSA's requirements, who needs to comply, potential penalties,

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8 min read

October Monthly Release Round-Up

As this month comes to a close, we thought we'd recap all of the exciting new features and improvements we made across Stream Video and Moderation. Introducing the VP9 SVC Codec We're excited to announce that VP9 SVC is now available in our JavaScript, React, and React Native SDKs. With this advanced codec, users can experience significant improvements in video reliability and performance, including

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2 min read

September Monthly Release Round-Up

As September comes to a close, we thought we'd recap all of the exciting new features and improvements we made across Stream Video, Chat, Feeds, and Moderation this month. Improved Video Calling & Usage-by-Bandwidth Tracking in the Dashboard Thanks to Dynascale, Stream automatically detects the displayed video resolution and adjusts based on CPU and

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3 min read

Migrating from Meta Workplace to Stream Chat and Video

Meta Workplace, a collaborative platform used by many companies, is set to be discontinued in August 2025. This announcement has significant implications for businesses that have built products or services around the Workplace platform, particularly those leveraging its video component. The sunsetting of Meta Workplace presents a challenge for companies that have integrated this platform

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9 min read

Introducing Stream's Campaigns API

We at Stream are thrilled to announce the launch of our new Campaigns API! Sending messages to a large group of users or channels and personalizing those messages with rich templating, attachments, and custom data is now easier for developers and businesses than ever before. For Campaigns with under 10,000 users, our API enables you

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3 min read

Introducing Threads 2.0

Threads are a popular feature among mainstream chat applications and a great way to focus the conversation without cluttering up a user's main feed and channel. Apps like Discord and Slack have set the bar regarding user experience and the features or behavior people expect when using threads. Today, Stream is releasing several improvements to

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2 min read

10 New Video & Audio Releases: New Livestream UI Components, Calling Performance Enhancements, SwiftUI Example Project, & More

With new releases stacking up across our frontend SDKs and central platform infrastructure, there's never been a better time to start building with Video & Audio from Stream. In just the last few weeks, our engineering teams have shipped the 10 updates you see below, with plenty more on the way. Highlights include new live

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6 min read

Enhance Patient Care: Combine the Nylas Calendar and Stream Chat APIs

Integrating chat functionality and robust scheduling capabilities can enhance the user experience of your telemedicine app. In this article, we will explore the power of combining the Nylas Calendar API with the Stream Chat API to showcase the use case of patients and care providers interacting using our products. By leveraging the unique qualities of

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4 min read

A Beginner's Guide to Edge Computing

How can edge computing improve your next project plan? IDC has identified over 150 use cases for edge computing across industries. Edge computing is a distributed framework that puts computer processing closer to the data source, like sensors, IoT (internet of things) devices, or servers. By keeping the processor right next to the action,

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11 min read

Product Manager's Guide to API Integrations

What Is an API Integration? An API integration connects two or more applications or systems together in a manner that allows them to exchange data. Similar to how a bank teller allows you to deposit or withdraw money from a physical bank branch, an API integration allows you to use the data or server resources

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6 min read

Content Moderators: What They Do & Why They Are Needed

One way to do that is to create an online community that is safe, supportive, and enjoyable for everyone. A designated content moderator can reduce the risk harmful content poses. Content moderators can help keep your users coming back because they'll trust that your platform is safe and inclusive. Moderators are trained to effectively search

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7 min read

3 API Protocol Types: Their Differences and When To Use Each

APIs are instrumental in getting these apps to talk to each other within a connected, integrated infrastructure. An API (Application Programming Interface) is a structured method by which apps communicate. But, not all APIs are made equal. There are four major types of web API, which commonly use three types of API protocols. Each of

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10 min read

How Dating App Algorithms Work and How To Choose One for Your App

Everyone goes about dating in different ways. Yet dating app algorithms are designed to predict romantic attraction. So, how does the algorithm decide who to pair up? Just like any algorithm, a dating app's algorithm tells your app the rules for decision-making. It's the set of instructions the app uses to find and sort potential

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13 min read

In-App Chat vs. SMS: What's the Difference?

But what's the best way to get in touch with them? We'll cover the difference between chat and SMS, their use cases, benefits, and limitations of each to help you decide which method of user outreach is right for your app. What is SMS? Short message service (SMS) are text messages that can be up

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8 min read

Chat Engagement: What It Is, How to Measure It, and How to Increase It

Now you just sit back, relax, and watch as conversions rise and chat engagement goes up! Just kidding. We all know it's not that simple. To increase chat engagement and impact your bottom line, you need to leverage the right chat techniques. Whether you use in-app chat for customer support or as a way for

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8 min read

Communications APIs: What Are They and Which One Could Work for You

Introducing in-app communication to your software product can help you increase engagement and retain customers. But building such a feature from scratch is a resource-intensive task. By using an API for communications, you gain access to pre-built and customizable features instantly. There are many APIs out there: learning about their features, pricing, and user

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11 min read

6 Types of Social Media Apps To Build (With Examples)

But with the right approach, smaller apps can come in and take some of the market share from the bigger guys. The social media app space is constantly evolving and growing, offering many opportunities for companies that want to build a social media app product. There's a right social media app type for your business

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11 min read

5 Winning Social Media Business Models + Examples

Clubhouse was an invite-only, iOS-only app where users could join audio chat rooms around industry in-groups, listen to famous speakers, and raise their metaphorical hands to join in the discussion. An invite was a symbol of social status. Less than three years later, it's no more than a niche app that's been passed over in

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10 min read

How To Build a Fintech App: Types, Cost, Features, and More

Fintech continues to reshape how people manage, move, and grow their money, driven by changing consumer expectations and rapid advances in digital infrastructure. If you're looking to build a fintech application, now is the time to define your niche, plan your features, and take advantage of APIs that accelerate development. In this guide, we outline

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15 min read

Chat & Messaging Protocols: What Are They & How to Choose the Best One

No matter where you are in the world, you can use devices and software that enable real-time communication. It feels so easy and simple! Yet how these messages are exchanged is a bit more complex than hitting the send button. Relaying messages from one part of the world to another is possible in part thanks

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14 min read

What Your Roadmap Is Missing: The Three Hidden Costs of In-House Development

But, there are three major unexpected costs of choosing to shoulder the entire engineering process in-house. If your team is weary of integrating out-of-the-box components, learn what it's costing you below. 1. Competitive Advantage An average of 1,042 new apps are added to the Apple app store and over 3,000 to the Google Play store

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3 min read

7 Essential Fintech App Features to Add Value to Your App

As of 2025, there are over 30,000 fintech startup companies globally, compared to just over 12,000 startups in 2018. The fintech market is expected to reach nearly $700 billion by 2030. In this saturated market, it can be challenging to stand out. The features you add to your app can help, but you have to

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10 min read

6 Benefits of Adding Chat to Your eCommerce Marketplace

Many sites are still using outdated communication channels like phone or email. But consumers want a live chat option. According to a report by Kayako, many consumers would spend as much as $500 extra per month with companies that provide easy live chat experiences. And in the same report, consumers said they would more likely

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7 min read

7 Practices to Increase In-App Conversions

In 2022 the install-to-purchase conversion rate for non-gaming apps was 5.5%, while for gaming apps, it was just 2.6%. What counts as a conversion will vary depending on your app's functionality. But in general, in-app conversions are events or actions a user takes in the app, such as completing a purchase, upgrading their account, or

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7 min read

Top 7 Most Secure Video Calling Apps

But as the video calling app market becomes more saturated, knowledge is power. Keeping conversations private and data safe and secure is top of mind for most users. Knowing the risks of unsafe video calling, the best security features to look for, and having a few trusted options to choose from can help you call

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7 min read

Live Streaming in the Classroom: A Practical Guide for Teachers

If you're currently struggling with hosting virtual classes for students, you're not alone. Many teachers and students are frustrated with online learning. In a McKinsey survey, 83% of U.S.-based teachers rated online learning a six or below out of 10 compared to real-life classes. Fifty-eight percent of teachers gave it a four or lower. However,

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9 min read

How To Build a Fintech App in 8 Steps

According to CB Insights 2021 State of Venture Report, venture capital investments reached a record high of more than $600 billion last year. And venture capital investors didn't just make more investments in 2021 than they did in 2020; they also gave each recipient more capital. But not every industry received equal funding. Financial technology

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8 min read

The Product Manager's Guide To Building a Dating App

Today, over 300 million people use dating apps, with about 20 million of those people paying for premium features. But how do you grab a slice of this competitive and fast-growing market that is set to reach over $8.4 billion in annual revenue by 2024? The key is differentiating your app from what's currently on

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20 min read

6 Unique Dating App Ideas to Stand Out in a Crowded Market

A lot of dating apps on the market, like Tinder or Hinge, are too general and casual for serious singles to be able to find "The One." They don't appeal to a specific demographic, which makes it hard for people who know exactly what they want to make a meaningful connection. You can stand out

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8 min read

How To Create a Delivery App (And the 7 Features You Must Include)

Delivery apps have taken the market by storm, with an expected revenue annual growth rate of over 8% and $291 billion USD in market volume by 2027. It's no surprise: they're convenient, save time, and are easy to use. With a few clicks, a delivery app can get your favorite dish or latest fashion delivered directly

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14 min read

How to Build a Live Streaming App: Types, Cost, & Must-Have Features

What is a Live Streaming App? A live stream is multi-media digital content broadcasted by one host and transmitted to many viewers over the Internet in real-time. It can feature live events, like sports, news, a security camera feed, or on-demand content, like TV and movies. Video streaming complements social, gaming, telehealth, remote learning, online

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12 min read

The Ultimate Guide to HIPAA Compliant Video Conferencing

What is HIPAA? The Health Insurance Portability and Accountability Act (HIPAA) of 1996 protects patient privacy and provides easy access to their medical records. While medical appointments are typically held in person, the telehealth industry has boomed over the past few years. This has introduced patients' protected health information (PHI) to a new digital environment

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10 min read

Support Plans and SLAs at Stream

The most important feature of an API is that it's highly available and reliable. Unfortunately, it's hard to see a company's track record when you make the purchasing decision. At Stream we put a ton of effort into infrastructure, monitoring, high availability and ensuring you have the highest possible uptime. Our infrastructure gracefully handles server

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2 min read

Stream Chat Flutter v5: Announcing Desktop and Web Support

It's always been possible to build beautiful chat applications on desktop and web using Flutter and Stream Chat with our core or low-level client chat packages. But, users can now target desktop and web using our UI package, enabling you to get the complete Stream Chat experience regardless of platform. Version 5.0.0 has been overhauled

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6 min read

The Ultimate Guide to Peer-to-Peer Video Conferencing

Video conferencing technology is essential to nearly every modern business, from managing remote teams to closing deals across time zones. There are several ways video and voice calls can form a stable connection, one being peer-to-peer (P2P). This real-time communication solution is a popular choice among users who prioritize security, bandwidth, and a lightweight architecture

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6 min read

What's New in Stream Chat React Native v5?

Over the last few months, our React Native team has been making substantial improvements to the React Native Chat SDK. Among bug fixes and other minor changes, this release introduces two new features: offline support and enhanced debugging capabilities. Offline Support Offline support has been one of our most requested features, and we're thrilled to

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4 min read

6 APIs That Improve Your Online Marketplace

To help you out, we've listed our top picks of the best APIs you can use to build the best online marketplace possible. These APIs will help improve your customer engagement and retention by optimizing the most critical aspects of your online marketplace, from the second the customer hops on your website to the checkout

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5 min read

4 Proven Ways To Increase Daily Active Users (DAU)

It's a helpful pulse check on the growth of a product and trends in user behavior. And it gives insight into how many people check your product and the perceived value from the interaction. But keep in mind that not all apps should use DAU as a measure of success. This is because not all

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8 min read

4 App Features to Keep Users Engaged

Did you know that 71% of app users churn in the first ninety days after downloading an app? Keeping users engaged can be tough, especially when time is precious and users are impatient to resolve actions quickly. Yet, making the effort to include features for user engagement is important for retention. There are certain app

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8 min read

How to Create Effective User Scenarios: A Step-by-Step Guide

The combination of data and storytelling is a powerful one. Steve Jobs once said, "The most powerful person in the world is the storyteller. The storyteller sets the vision, values, and agenda of an entire generation that is to come." A user scenario is a tool to imagine a user's journey when using your app.

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10 min read

Mobile App APIs: The Key to Easy Development & Quality UX

While the benefit of these standalone functionalities is clear, there are plenty of solutions working behind the scenes, like social preferences, geo-location, and usage history that enhance UX even more. An API can make these advancements possible and affordable for engineers to integrate with their app's infrastructure. In this article, we'll cover the most common

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8 min read

What Is Your "North Star Metric?" (And How to Find It)

A north star metric is a company's primary metric to measure its app's success. Sean Ellis, entrepreneur and founder of GrowthHackers, was the first person to coin the term. "The North Star Metric is the single metric that best captures the core value that your product delivers to customers," says Ellis. "Optimizing your efforts to

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10 min read

How to Identify Your Power Users (And How to Keep Them)

And user retention is low. Within a month of downloading an application, somewhere between 87% and 97% of its users will abandon it. The key to mitigating this high risk of churn? Meet the needs of the app's users. But when it comes time to make advancements to the app, not all users' needs should

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7 min read