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
Video anomaly detection that survives drift and false positives: the four algorithm families, a reference architecture, benchmarks and a decision guide.
July 15, 2026
Twilio Video alternatives in 2026, compared: LiveKit, Daily, Vonage, Agora and custom. The EOL was reversed, so here's how to decide stay vs switch.
July 23, 2026
Agora custom development in 2026: real pricing, why an all-720p call bills as 2K, and what a production build actually costs. From engineers who ship it.
July 18, 2026
Build a custom video conferencing solution in 2026: feature priorities, WebRTC architecture, AI captions, HIPAA & GDPR, a vendor matrix and cost math.
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.
July 16, 2026
Video remote interpreting in 2026: published per-minute rates, the four ADA performance rules as a build spec, and what AI may legally replace.
July 26, 2026
Emotion detection in 2026: honest benchmark accuracy, the EU AI Act rules that bite on 2 August, dataset licence traps, API prices and build cost.
Real-time transcription for video calls in 2026: measured WER, latency budgets, ASR pricing per call, and the FCC caption deadline of 12 Jan 2027.
Edge AI camera build guide for 2026: size the NPU against a frame budget, pick a licence-safe detector, ship models OTA, and run the real cost math.
July 25, 2026
Low latency live streaming in 2026: where the milliseconds actually go, what edge computing fixes, what it cannot, and the cost math per million minutes.
White label video conferencing in 2026: real per-minute pricing, the metering traps, E2EE and HIPAA gates, branding leaks, and what a build costs.
July 19, 2026
WHIP is now RFC 9725, WHEP is still an IETF draft. Inside: the 2026 vendor matrix, honest latency numbers, real cost math, and when not to use them.
Build an intelligent video management system in 2026: architecture, ONVIF, AI analytics, edge vs cloud, storage math, and honest build-vs-buy costs.
How to build a veterinary telemedicine platform: VCPR compliance by state, e-prescribing, PIMS integration, architecture, and real build-vs-buy costs.
July 17, 2026
How hospital telesitter platforms work: virtual patient observation ratios, fall-prevention ROI, HIPAA privacy design, vendor pricing, and build vs buy.
How AI fall detection cameras work, accuracy limits, privacy-first design, wearables vs camera vs radar, top vendors, and when to build a custom system.
How to build HIPAA-compliant voice AI for healthcare: the BAA chain, patient call pipeline, TCPA and AB 3030 rules, real costs, and build vs buy.
Classroom observation software compared: video coaching (GoReact, Edthena) vs walkthrough apps, FERPA and edTPA rules, and when to build your own.
When blockchain in education actually pays off: 5 e-learning use cases, verifiable credentials, real 2026 costs, chains, and when to skip it.
Apply video effects on iOS with AVFoundation and Core Image in 2026: Swift code, a custom compositor, Vision masks, benchmarks and honest costs.
How to build a language learning app with AI speaking practice and pronunciation scoring — the stack, real 2026 API costs, and build-vs-buy math.
Desktop app development in 2026: Electron 43 vs Tauri, WebView2 and native, with real signing costs, upgrade budgets and a four-question decision tree.
Shift left testing, quantified: what to test at every SDLC stage, 2026 tool versions, KPI bands, real CI cost math, and when shifting left backfires.
Android app distribution outside Google Play: direct APK, OEM stores, Managed Play and Firebase compared on updates, integrity, cost and 2026 rules.
iOS MDM in 2026: a build-vs-buy playbook for custom Apple device management. Architecture, Declarative Device Management, realistic costs and timelines.
Structured courses, glossaries, and downloadable checklists from the same team.
Body-worn camera software explained: activation, upload, chain of custody, categorization, retention law, storage cost, and build vs buy for BWC evidence.
What building a shoppable video platform takes: player architecture, catalog and cart integration, honest vendor pricing, and the build-vs-buy math.
Digital evidence management software explained: chain of custody, CJIS 6.0 compliance, storage cost math, top vendors, and when to build a custom DEMS.
Gun detection system guide: how AI visual weapon detection works, real accuracy, false positives, costs, and when to buy vs build for school safety.
What building a Netflix clone really takes: streaming architecture, ABR, CDN, DRM, and the honest build-vs-buy math for a VOD platform that scales.
ANPR software explained: how license plate recognition works, real-world accuracy, cloud vs on-prem vs open source, costs, and when to build custom.
How to build a one-way and live video interview platform: async recording, WebRTC, ATS integration, bias-audit compliance, and build-vs-buy costs.
Ship WebRTC screen sharing on Android in 2026: the foreground-service order Android 14 demands, MediaProjection code, real bitrate budgets, Android 16.
Virtual reality in education in 2026: audited engagement proof, current headset prices, WebXR vs native, a real cost model and a 90-day rollout plan.
Build a cloud video management system with an Android app: architectures, bandwidth math, SOC 2/GDPR, AI placement, and conservative 2026 budgets.
Build an IP camera app for Android in 2026: RTSP with Media3, WebRTC via go2rtc/MediaMTX, ONVIF discovery, latency targets, codecs and a real cost model.
A smart intercom system buyer's and builder's guide for 2026: Android vendor matrix, NDAA and EU AI Act compliance, sub-second calling, and honest build costs.
Mobile app retention in 2026: about 96% of installs churn by day 30. Our playbook fixes onboarding, push cadence, the performance floor, and habit loops.
How to build a booking system: the AppyBee case study on multi-tenant SaaS architecture, must-have features and real 2026 build costs for studios.
Virtual reality in healthcare in 2026: FDA-cleared VR/AR devices, top vendors (Osso VR, RelieVRx, AugMedics), real costs, reimbursement, and a 90-day rollout.
Virtual reality in education in 2026: compare ClassVR, Labster, zSpace and Nearpod, see effectiveness data, Quest 3S pricing and a 90-day rollout.
Build an anonymous voice chat app in 2026: the stack, AI moderation, real costs, and app-store compliance we used to ship BlaBlaPlay on iOS and Android.
The discovery phase in software development, explained: 12 deliverables, cost and duration ranges, frameworks, AI tooling and the cone of uncertainty.
On-device AI on Android in 2026: LiteRT 2.x, Gemini Nano via ML Kit GenAI, MediaPipe, quantization, NPUs, and the build playbook Fora Soft ships.
Building an Android video calling app in 2026? The 12 must-have features, a four-plane architecture, and an honest WebRTC vs LiveKit vs SaaS SDK pick.
Speaker diarization APIs compared: AssemblyAI, Deepgram, Google, and open-source pyannote on accuracy (DER), price, streaming, and build vs buy in 2026.
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
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