Practical engineering writing on WebRTC, LiveKit, video streaming, AI agents, and telehealth — from the team that has shipped this software since 2005.
Compare DeepL Voice, KUDO, Interprefy, and Meta SeamlessM4T on accuracy, latency, cost, and architecture. What the four leading systems publish in 2026.
May 29, 2026
11 vendors demoed MoQ at NAB Show 2026. Sub-second + on-demand in one protocol. Architecture, vendor matrix, migration from RTMP HLS. Independent dev shop view.
May 4, 2026
Four algorithm families compared, video-specific challenges, false-positive control, drift handling. Real benchmarks from EyeBuild and UCF-Crime in production.
Build MCP servers for video, conferencing and surveillance products. Architecture, OAuth 2.1, gateway pattern, real use cases - and where MCP still bites.
May 3, 2026
WebRTC vs Agora vs LiveKit in 2026: 2026 pricing, latency benchmarks, lock-in risk, compliance, and a five-question framework for choosing managed SDK or custom build.
April 17, 2026
Scale real-time video to 1 million viewers in 2026: hybrid WebRTC + LL-HLS + MoQ architecture, capacity planning, costs, reliability, and the failure modes that bite at scale.
Agora SDK video call app: architecture, token auth, 2026 pricing ($3.99/$8.99), Agora vs LiveKit vs Twilio vs Daily, cut bill 30-60%.
March 10, 2026
Interpreters speak. Translators write. AI real-time translation does both, sometimes. A decision tree, cost ranges, and 4 worked examples for 2026.
5 evaluation categories, RAGAS, Braintrust vs LangSmith, golden datasets, regression testing in CI CD. Practical guide for production-grade LLM apps.
Architecture, chunking strategies, vector store comparison, cost model, evaluation. The 2026 guide to chat with my videos for telehealth, surveillance, edu.
Six-layer VMS architecture, ONVIF profiles explained, Genetec vs Milestone vs Avigilon vs custom. Build vs buy framework with VALT case study (650+ orgs).
Build a Sprii-class live shopping platform in 2026. WebRTC + RTMP, in-stream checkout, sub-1-second latency, TikTok Shop patterns, 5-month MVP playbook.
Above 10k mins per month, custom beats LiveKit Twilio Daily by 60-80 percent. Real pricing, decision framework, hybrid pattern, migration playbook with cases.
Build a HIPAA-compliant telehealth platform in 2026: FHIR R4 EHR integration, BAA chain, CMS reimbursement, RPM, AI scribes, costs, and a 5-question decision framework.
May 12, 2026
Reference architecture, FHIR R5 integrations, AI scribe, billing handoff, MVP cost. The 2026 pillar guide for telehealth founders and product leads.
RPM is the next telehealth growth wave. Build vs Validic vs custom, CPT 99453-99458, FHIR Observation, wearables, alerts, reimbursement, mini case at scale.
Five archetypes, HIPAA architecture, FDA pathway for prescription DTx, crisis-response, AI safety, cost model. The 2026 mental health app development playbook.
10 best AI tools for teachers in 2026 — ChatGPT, Claude, MagicSchool, Diffit, Synthesia — compared by price, FERPA/COPPA fit and build-vs-buy math.
July 8, 2026
LMS vs LXP, AI tutor, xAPI, MVP cost, BrainCert architecture inside (10M ARR). The 2026 itemized walkthrough for EdTech founders and L and D leaders.
May 5, 2026
ChatGPT broke 2020-era proctoring. The 2026 stack: behavioural analytics, content provenance, EU AI Act compliance, hybrid AI + human review.
Khanmigo broke the dam. We unpack the 5-pillar AI tutor architecture, IRT vs BKT vs DKT, FERPA + COPPA + EU AI Act, and a 16-week shipping plan.
Distribute Android apps outside Google Play: sideloading, alt stores, MDM and Firebase. Four methods, real costs, signing, Play Integrity and compliance.
Bottom-up, top-down, parametric, PERT, Monte Carlo. Real spreadsheets, side-by-side worked examples for video, telehealth, AI projects. Pick the right method.
Build, white-label, or buy a sportsbook in 2026? The 6-layer architecture, odds-feed economics, KYC + AML, jurisdiction matrix, and a 14-week launch plan.
12-section audit checklist, red flags that kill acquisitions, sample report TOC, remediation scoping. For founders, M and A buyers and CTOs assessing inherited code.
Structured courses, glossaries, and downloadable checklists from the same team.
Fora Soft earned a spot on TechReviewer.co's Top iOS App Developers list. Use our 7-point rubric, cost ranges, and modern iOS stack guide to pick your…
How to build an anonymous voice-chat mobile app with swipe discovery, AI moderation, and LiveKit infrastructure - the BlaBlaPlay playbook with real…
The 2026 playbook for your first paid user: narrow ICP, sharp value prop, pricing, activation, landing page, channel tests, pitfalls, KPIs and cost model.
Chat APIs (Stream, Sendbird, Twilio, PubNub) compared on price, compliance, and architecture. Build-vs-buy break-even, pricing deep-dive, and a 12-month…
IOS silence-trimming playbook: RMS/VAD detection with AVAudioPCMBuffer, AVMutableComposition render with fades, thresholds that ship well, and on-device…
How Fora Soft mentors developers — two-stage program, paid mentor time, written growth plans, and the KPIs that make it a delivery guarantee for clients.
How to vet a software development team in 2026: Fora Soft's 2% hiring funnel, 80-hour probation, engagement-model decision matrix, red flags, and cost math.
A 2026 code audit playbook: 7 evaluation criteria, the SAST/SCA stack, severity model, costs, AI-codebase checklist and how to commission an investor-ready report.
Primary Analytics is free 4-7 day software scoping phase. Data, benefits, deliverables, and decision framework to cut rework, scope creep,…
Ship iOS Picture-in-Picture without App Review rejections. AVPlayerLayer for VOD, AVSampleBufferDisplayLayer for WebRTC, iOS 18 entitlement changes,…
Kurento Media Server explained: architecture, SFU vs MCU, codecs, alternatives (mediasoup, LiveKit, Janus, Jitsi), real cost numbers, and when to pick it.
Android screen-sharing playbook: MediaProjection consent, foreground-service type (Android 14), AudioPlaybackCapture, WebRTC, Kotlin.
On-device vs cloud speech recognition on iOS in 2026: SpeechAnalyzer, WhisperKit, Core ML, Whisper API, Deepgram. Pipelines, WER, latency, privacy and code.
SDK vs custom build: when to ship on Twilio, Stripe or Auth0 and when to build your own. Break-even thresholds, 24-month TCO formula, hybrid migration pattern, vendor risk audit.
Playbook on choosing a digital payment solution: Stripe vs Adyen vs Paddle vs Razorpay, subscription and marketplace billing, PCI and 3DS, real cost…
Six investment sources for software founders in 2026 — bootstrapping, F&F, angels, accelerators, VC, and non-dilutive capital. How much to raise, term sheet basics, cap table tips.
Production-grade Android Picture-in-Picture: auto-enter on Android 12, source rect hint, RemoteAction buttons, Android 13 titles, etc.
Non-functional requirements explained for product owners in 2026: ISO/IEC 25010 categories, measurable NFR templates, uptime/cost trade-offs, GDPR/HIPAA/SOC 2 mapping, and a vendor-evaluation framework.
Moodle, custom-built, or hybrid? A 2026 buyer's playbook with cost trajectories, comparison matrix, decision framework, and migration paths.
How WebRTC security really works in 2026 — DTLS-SRTP, SFrame E2EE, signaling auth, HIPAA/GDPR/SOC 2 — and the five attacks Fora Soft sees in production audits.
An MVP is a learning instrument, not a smaller v1. Here's how to scope it in 2026: cut features, pick the MVP shape, set realistic budgets, and avoid the 5 pitfalls that kill early products.
Senior iOS hiring in 2026: Swift 6, SwiftUI, MVVM-C, App Review, salaries, a 5-stage funnel and 1-2% pass-rate math. The buyer's playbook from Fora Soft.
In Fora Soft we usually release MLPs. But usually the first milestone in product development is MVP. What comes after MVP? The answers are in this article.
Firebase vs SendBird vs custom Node.js + Socket.io for in-app chat in 2026: features, costs at 100k and 1M MAU, scaling math, GDPR/HIPAA/E2EE posture, and a build-vs-buy decision framework for product owners.
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
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