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
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
Video anomaly detection that survives drift and false positives: the four algorithm families, a reference architecture, benchmarks and a decision guide.
July 15, 2026
Build a production MCP server for video, conferencing and surveillance apps: the 2026-07-28 stateless spec, security envelope, cost and code.
August 7, 2026
Choosing a multilingual video conferencing platform in 2026? Compare Zoom, Teams, Meet, KUDO and custom builds on latency, cost and compliance.
LiveKit pricing vs Agora in 2026: LiveKit runs $0.04-$0.08 per voice-agent minute, Agora a flat $0.10. Real cost models, self-host math, decision guide.
Kurento Media Server explained: architecture, SFU vs MCU, codecs, alternatives (mediasoup, LiveKit, Janus, Jitsi), real cost numbers, and when to pick it.
August 5, 2026
Build a production voice agent on the OpenAI Realtime API: gpt-realtime-2.1 architecture, real $/min math, 800ms latency, Vapi vs LiveKit, the HIPAA catch.
August 8, 2026
Integrate object recognition into IP cameras and your VMS: 2026 architecture, edge silicon (Jetson, Hailo), YOLO/DETR models, ONVIF metadata, and cost.
Intelligent video management system playbook from Fora Soft: Mindbox delivers 99.5% face ID and 500K+ ANPR reads a day for real-time incident detection.
Build a LiveKit voice agent in 2026: reference architecture, honest per-minute cost, latency budget, and when Vapi, Retell or a realtime API wins instead.
OTT platform development in 2026: an honest build-vs-buy playbook with real costs, the CMAF + multi-DRM stack, hybrid monetization, and when not to build.
ONVIF Profile M standardizes analytics metadata and events across multi-vendor cameras, VMS and IoT. Read the DoC right, dodge the traps, ship faster.
ONVIF profiles explained for 2026: Profile S retirement, T, G, M, the new cloud Profile V, add-ons, DoC audit steps, plus vendor and NDAA reality.
Mental health app development in 2026: pick from 5 archetypes, map HIPAA and FDA pathways, ship crisis response, and meet the new AI-therapy laws.
Medical video app development in 2026: HIPAA-grade architecture, EHR integration, the BAA chain, honest cost ranges and a 12-week MVP roadmap.
WebRTC security in plain language: what DTLS-SRTP and SFrame (RFC 9605) actually protect, the attacks we catch in audits, and the HIPAA and GDPR fixes.
August 2, 2026
How to develop AI medical imaging software: FDA 510(k) clearance, dataset strategy, PACS workflow, HIPAA architecture, and a 14-week PoC-to-pilot plan.
July 31, 2026
ChatGPT broke 2020-era online proctoring. The 2026 stack: hybrid AI + human review, behavioural detection, and an EU AI Act-ready architecture.
Moodle vs custom LMS in 2026: honest 3-year cost ranges, an 11-point comparison matrix, a 5-question decision framework, hybrid path and migration steps.
Build an intelligent tutoring system in 2026: the five-layer stack, knowledge tracing, model routing, RAG grounding, EU AI Act changes and cost.
Content recommendation platforms for eLearning in 2026: compare Amazon Personalize, Vertex AI, RecBole, Merlin, vector DBs and LLM rerankers on cost.
August 4, 2026
Non-functional requirements explained: functional vs non-functional, the ISO/IEC 25010:2023 nine characteristics, measurable examples and 2026 compliance.
See 14 non-functional requirements examples with numeric thresholds, plus a copy-paste NFR template and worked specs for telehealth, streaming and AI.
How to hire a software development company in 2026: partner archetypes, a 12-section RFP, an evaluation scorecard, and the honest when-not-to-hire-us.
Virtual event platform playbook for 2026: LL-HLS vs WebRTC, AI features, real CDN cost math, and a Cvent/ON24/Airmeet matrix for buy vs build.
Structured courses, glossaries, and downloadable checklists from the same team.
Mobile app development trends for 2026 - on-device AI, iOS 26, Android 17, foldables and cross-platform stacks, and what each does to your build budget.
Apartment intercom systems compared for 2026: 12 vendors, 5-year TCO per unit, PMS integrations, plus when to build custom vs buy off-the-shelf.
Native, Flutter, React Native or PWA in 2026? A mobile app development services buyer's guide with real 2026 costs, benchmarks and a 5-question framework.
Customer service automation in 2026: hybrid NLU bot architecture, Rasa vs Dialogflow vs Lex vs Ada, real build costs, ROI math, and EU AI Act rules.
The native iOS features that make an app feel 2026: Live Activities, App Intents, passkeys and Foundation Models, each ranked by build cost and payoff.
Native vs cross-platform app development in 2026: compare native, React Native, Flutter and Kotlin Multiplatform on cost, speed, features and fit.
Web app vs mobile app on a limited budget? Get 2026 cost bands, the real 15% store fee, a decision tree, and a founder's build-first playbook.
Developer onboarding as delivery insurance: Fora Soft's two-stage program — paid mentors, written growth plans, and the KPIs that get new engineers shipping.
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
By submitting data in this form, you agree with the Personal Data Processing Policy.