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Video, AI & real-time software development blog

Practical engineering writing on WebRTC, LiveKit, video streaming, AI agents, and telehealth — from the team that has shipped this software since 2005.

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Video streaming

Media over QUIC (MoQ): Production Status 2026

Media over QUIC (MoQ) in 2026: 11 vendors demoed at NAB, WebTransport is Baseline, sub-second at scale. Architecture, vendor status and when to pilot.

August 6, 2026

AI & agents

Video Anomaly Detection: Algorithms & Architecture 2026

Video anomaly detection that survives drift and false positives: the four algorithm families, a reference architecture, benchmarks and a decision guide.

July 15, 2026

WebRTC & real-time

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Real-time video analytics system with object detection, behavior analysis, and business intelligence
WebRTC & real-time

Real-Time Video Analytics: The 2026 Business Playbook

Real-time video analytics in 2026: the four highest-ROI uses, edge-vs-cloud architecture, the model stack, worked costs, EU AI Act rules, and pitfalls.

August 11, 2026

Low-latency video streaming with CDN optimization and efficient compression algorithms
WebRTC & real-time

Low-Latency Video Streaming: The 2026 Delivery Playbook

A 2026 playbook for low-latency video streaming: WebRTC vs LL-HLS vs HLS, codecs (H.264/HEVC/AV1), CDN choices, costs, compliance, and pitfalls.

August 11, 2026

SIP integration bridge connecting video conferencing with traditional office phone systems and landlines
WebRTC & real-time

SIP Video Conferencing Integration: 2026 Playbook

SIP integration for video conferencing: bridge WebRTC to PSTN, Cisco and Poly rooms, and call centers. 2026 architectures, codecs, pricing, pitfalls.

August 9, 2026

SwiftUI versus UIKit comparison for iOS video conferencing app performance and architecture
WebRTC & real-time

SwiftUI vs UIKit for Video Conferencing (2026 Guide)

SwiftUI vs UIKit for iOS video conferencing in 2026: benchmarks, state patterns, PiP/CallKit rules, and a 5-question framework to pick your stack.

August 9, 2026

AI & agents

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AI & agents

Fine-tuning stopped being the default answer. Here is where it still earns its cost

Long-context models and retrieval absorbed most of what fine-tuning used to own. Where it still pays: one stage in a live speech pipeline, on real platforms.

August 18, 2026

Blog: Real-Time Video Translation Integration: The Complete Guide for 2026
AI & agents

Real-Time Video Translation Integration: 2026 Playbook

How to integrate real-time translation into LiveKit, Agora, Daily, Mediasoup, Jitsi, Zoom, and Teams: patterns, hooks, caption sync, scaling, and compliance.

August 11, 2026

Retail video analytics system tracking customer movement patterns, security alerts, and shopping behavior
AI & agents

Retail Video Analytics: 2026 Store Intelligence Guide

Ship retail video analytics that cuts shrinkage, self-checkout loss and planogram gaps in 2026: edge architecture, BIPA/GDPR posture, POS, and real ROI.

August 11, 2026

Real-time video translation enabling global teamwork with instant multilingual communication
AI & agents

Real-Time Video Translation: The 2026 Engineering Playbook

A 2026 playbook for real-time video translation: ASR, MT, TTS pipelines, 5 high-ROI use-cases, build-vs-buy, compliance, costs, and pitfalls.

August 11, 2026

Video streaming

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Video conference interface with multiple participants, screen sharing, and communication controls
Video streaming

Secure Video Communication Apps: 2026 Build Guide

How to build a secure video communication app in 2026: WebRTC encryption (DTLS-SRTP + E2EE), HIPAA/GDPR/EU AI Act compliance, architecture, and cost.

August 10, 2026

Enterprise video streaming: 50,000 viewers, one WAN pipe — do the math
Video streaming

Enterprise Video Streaming: Architecture, eCDN, MDM

Enterprise video streaming that holds at 50K concurrent: the eCDN math, MDM wiring, protocols, and cost to build an all-hands platform that never buffers.

August 10, 2026

Blog: Scalability in Video Streaming and Conferencing: A Practical Guide for Business People
Video streaming

Scalable Video Streaming and Conferencing in 2026: Architecture, Costs & Stabilisation Playbook

2026 playbook for scalable video streaming and conferencing: HLS vs WebRTC, SFU cascade, CDN, transcoding, stabilisation roadmap, cost model and KPIs.

August 10, 2026

Security architecture diagram with encryption protocols, authentication systems, and access controls
Video streaming

Secure Cloud Video Management: 2026 Security & Cost

Secure cloud video management in 2026: an 8-control security framework, HIPAA/GDPR/BIPA/EU AI Act compliance, reference architecture and real build costs.

August 10, 2026

Healthcare

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Healthcare

Remote Patient Monitoring Platform Development: 2026 Guide

Build a remote patient monitoring platform in 2026: six-layer architecture, the new CPT codes, HIPAA safeguards, real cost math, and build-vs-buy.

August 11, 2026

Healthcare

Telemedicine Platform Development 2026: Architecture, Cost

Telemedicine platform development in 2026: reference architecture, FHIR/EHR integration, a HIPAA video stack, AI scribe, and a real MVP cost model.

August 8, 2026

Blog: Why Telemedicine Platform Dev Companies Are Essential for Custom AI Chatbot Success
Healthcare

Telemedicine Software Development Company: 2026 Guide

How to choose a telemedicine software development company in 2026: build vs white-label vs hybrid, MVP scope, HIPAA, FHIR, real costs and timelines.

August 8, 2026

Blog: Telemedicine Platform Development Costs: The Complete 2026 Guide
Healthcare

Telemedicine App Development Cost in 2026: Tiered Guide

Telemedicine app development cost in 2026: $40K-$90K Tier 1 MVP, $120K-$280K EHR-integrated, $400K+ enterprise. Run-rate, hidden costs and ROI inside.

August 8, 2026

E-learning

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Real-time video translation system combining AI speech recognition, translation, and voice synthesis
E-learning

Video Translation for E-Learning: 2026 Build Guide

Build video translation for e-learning: live, recorded and hybrid caption pipelines, per-course glossaries, LMS and FERPA compliance, plus 2026 cost math.

August 11, 2026

Real-time translation in educational webinars enabling multilingual classroom learning
E-learning

Webinar Translation Software for Education: 2026 Playbook

Webinar translation software in 2026: accuracy bands, top vendors (Wordly, KUDO, Interprefy, Zoom, Teams), real costs, EAA and AI-Act rules, buy vs build.

August 11, 2026

Online learning system serving 15,000 users with comprehensive educational tools
E-learning

Online Learning Platform Development: 15,000-User Case Study

How we built Scholarly, a 15,000-user online learning platform with 2,000-seat live lectures on WebRTC + HLS: architecture, cost math, build-vs-buy.

August 10, 2026

E-learning

Online Proctoring in 2026: Architecture, AI & Privacy

ChatGPT broke 2020-era online proctoring. The 2026 stack: hybrid AI + human review, behavioural detection, and an EU AI Act-ready architecture.

August 8, 2026

Development process & cases

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Simulate Slow Internet Connection Android: 5 Essential Testing Methods — cover illustration
Process & cases

Simulate Slow Internet on Android: 5 Methods (2026)

Simulate slow internet on Android: emulator throttling, tc/netem, Charles, DevTools, device farms. Commands, CI integration, WebRTC tips & costs (2026).

August 10, 2026

Secure intercom system with AES-256 encryption, multi-factor authentication, and access control
Process & cases

Secure Intercom Systems: The 2026 Hardening Playbook

The 2026 playbook for secure intercom systems: threat model, five hardening layers, encryption, NDAA/FIPS/GDPR/BIPA compliance, and real cost math.

August 10, 2026

App update deployment architecture ensuring seamless upgrades without user disruption
Process & cases

App Update Best Practices: The 2026 Release Playbook

App update best practices for 2026: staged rollouts, feature flags, backward compatibility, OTA and humane force-updates that ship without churn.

August 10, 2026

Secure intercom software dashboard showing AES-256 encryption signed firmware multi-factor authentication and immutable audit logs across edge device, network, cloud and identity layers
Process & cases

Secure Intercom Software: 2026 Buyer & Builder Playbook

Secure intercom software in 2026: the five must-have controls, EU CRA/NIS2 and UK PSTI rules, a vendor comparison and a buy-vs-build framework.

August 10, 2026

Go deeper than articles

Structured courses, glossaries, and downloadable checklists from the same team.

Video encoding for streaming and deliveryVideo streaming end to endAI for video engineeringAudio for videoVideo surveillance & VMS engineeringTelemedicine, end to endDownloads catalog

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Daily active users metrics determining app engagement and concurrent user capacity planning

Daily Active Users (DAU) in 2026: Forecast to Architecture

Daily Active Users drives every infra decision. The 2026 playbook: DAU forecasting, DAU/MAU stickiness, cost models, and re-architecture triggers.

Jul 17, 2026
How to Make a Custom Call Notification on Android? With Code Examples — cover illustration

Custom Android Call Notification: 2026 Production Guide

Production-grade Android call notifications: Notification.CallStyle, full-screen intents on Android 14+, foreground services, edge cases (2026 guide).

Jul 17, 2026
Software developer time estimates varying between teams due to project complexity assessment differences

Software Development Estimation: Why Quotes Miss (2026)

Software development estimation for buyers: why quotes differ up to 4x, what an honest estimate contains, and the red flags to catch before you sign.

Jul 17, 2026
Fora Soft cover: a great render of the wrong size still comes back — virtual try-on and fitting room build guide

Virtual Fitting Room & Try-On Development: Build Guide

How to build a virtual fitting room and try-on: AR vs 3D vs generative diffusion, the APIs, fit accuracy, privacy, and real build-vs-buy costs.

Jul 17, 2026
Fora Soft cover: the vet video app is the easy part, the law isn't — veterinary telemedicine build guide

Veterinary Telemedicine Platform Development: Build Guide

How to build a veterinary telemedicine platform: VCPR compliance by state, e-prescribing, PIMS integration, architecture, and real build-vs-buy costs.

Jul 17, 2026
AI answering service for restaurants: your busiest hour is when your phone goes unanswered

AI Answering Service for Restaurants: Phone Orders, Reservations, and Peak Hours

How an AI answering service for restaurants handles phone orders, reservations, and peak-hour calls: the POS and OpenTable stack, real cost, build vs buy.

Jul 17, 2026
Machine vision inspection cover: the camera is the easy part - lighting, false-reject tuning, and line integration are the hard part

Machine Vision Inspection: Build, Accuracy, Cost

How machine vision inspection works: rule-based vs deep learning vs anomaly detection, real accuracy, false-reject tradeoffs, and when to build.

Jul 17, 2026
Church streaming software guide: you own the congregation only when you own the platform

Church Streaming Software: Build a Multi-Campus Platform

Church streaming software in 2026: multi-campus sync, giving fees, YouTube vs a custom platform, and real build costs from engineers who ship live video.

Jul 17, 2026
People counting software cover: counting people shouldn't mean watching them

People Counting Software: How It Works, Accuracy, Cost

How camera-based people counting software works, 2D vs 3D stereo accuracy, privacy without facial recognition, top tools, and when to build custom.

Jul 17, 2026
Voice chat for games and social apps: cheap to add, expensive to get right

Voice Chat API for Games & Social Apps (2026 Guide)

Compare voice chat APIs for games and social apps in 2026 — Agora, LiveKit, Vivox, Photon, GetStream on price, latency and moderation, plus when to build.

Jul 16, 2026
Music streaming app development cover: licensing sinks more music apps than bad code

Music Streaming App Development: Licensing & Costs

Music streaming app development in 2026: how to license tracks, the reference architecture, and what it truly costs to build and run, from engineers.

Jul 16, 2026
App like TikTok build guide: the camera is easy, the feed is the whole product

How to Build an App Like TikTok: Feed, Cost, Stack

How to build an app like TikTok in 2026: the feed algorithm, video pipeline, moderation, and real costs — from engineers who ship social video.

Jul 16, 2026
ElevenLabs alternatives 2026: the voice you demo isn't the one you can afford to ship at scale

7 Best ElevenLabs Alternatives in 2026 (+ When to Build)

Compare the 7 best ElevenLabs alternatives in 2026 with real per-character pricing, latency and the build-vs-buy math for a custom TTS pipeline.

Jul 16, 2026
Co-browsing software cover: your agents are watching the wrong pixels

Co-Browsing Software: Build vs Buy for Support Teams

Co-browsing software for support and sales: how DOM sync beats screen sharing, PII masking and consent, vendor pricing, and build-vs-buy cost math.

Jul 16, 2026
FAST channel development: launching is easy, filling the 24/7 schedule and ad inventory is the business

FAST Channels: How to Launch and Build One (2026)

How to launch a FAST channel in 2026: playout, EPG, SSAI ad insertion, distribution to Roku and Samsung TV Plus, cost math, and build vs buy.

Jul 16, 2026
Enterprise webcasting cover: a company town hall can overwhelm the network without an eCDN

Webcasting Software: Broadcast Live to 10,000 Staff

Webcasting software for town halls and all-hands: the architecture, eCDN, and build-vs-buy cost math to broadcast live to 10,000 employees at scale.

Jul 16, 2026
Fora Soft blog cover: a video window is not a contact center, on a dark blue gradient.

Video Call Center Software: Adding Video to Support

Video call center software adds live video to customer support. See the architecture, skills routing, PCI and recording rules, and build-vs-buy costs.

Jul 16, 2026
Fora Soft blog cover: a birthday checkbox is not age verification

Age Verification Software: Estimation vs ID Checks

Age verification software in 2026: face age estimation vs ID checks, the UK OSA, COPPA and US state-law map, build-vs-buy vendors, and per-check cost math.

Jul 16, 2026
Fora Soft blog cover: the transcript is the easy part, judgment isn't

Conversation Intelligence Software: Build vs Buy Guide

Conversation intelligence software scores and coaches every sales call. Here's the architecture, 2026 vendor pricing, and when to build your own.

Jul 16, 2026
Cover: your smoke detector is waiting for smoke to reach the ceiling - Fora Soft AI fire detection guide

AI Fire Detection Cameras: Build vs Buy Guide (2026)

How AI fire and smoke detection cameras work: computer vision vs smoke detectors, NFPA 72 and UL 268, accuracy, vendor pricing, and build vs buy.

Jul 16, 2026
Telesitter platform cover: one sitter per bed was never going to scale, one screen can

Telesitter Platform Development: Build vs Buy Guide

How hospital telesitter platforms work: virtual patient observation ratios, fall-prevention ROI, HIPAA privacy design, vendor pricing, and build vs buy.

Jul 16, 2026
Bland AI alternatives and pricing: flat pricing isn't the cheapest per-minute rate for voice agents

Bland AI Alternatives and Pricing: Vapi, Retell, or Custom

Looking for a Bland AI alternative? We compare Bland's real per-minute pricing with Vapi, Retell, and custom voice agents, plus the 2026 cost math.

Jul 16, 2026
Voice biometrics cover: your voice is not a password, it is a username

Voice Biometrics Authentication: A 2026 Build Guide

An engineer's guide to voice biometrics: how speaker verification works, FAR/FRR accuracy, deepfake defense, real cost, and build vs buy in 2026.

Jul 16, 2026
Fora Soft cover: most truck rolls never needed to happen, on remote visual assistance for field service

Remote Visual Assistance Software: Build vs Buy Guide

Remote visual assistance software for field service: how AR video support works, build vs buy, real 2026 vendor costs, and where custom wins.

Jul 16, 2026

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Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.

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