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
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.
July 26, 2026
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
Edge AI vs cloud AI for video surveillance: glass-to-alert latency, real cost per camera per month, and where each architecture breaks. 2026 prices.
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.
Build a video streaming platform in 2026: a founder's decision tree for protocol, SFU vs MCU, CDN cost, moderation and a 14-week MVP build plan.
How to build an Android video surveillance app in 2026: the 4 SDK tracks, real cost bands, the edge-AI stack, and the compliance you can't skip.
Blockchain mobile app development in 2026: the 5 use cases that pay off, which chain and wallet to pick, real build costs, and when to skip it entirely.
Wireframe software development done right: the cost-of-change math, 2026 tools (incl. AI generators), a 6-stage process, budgets and a decision framework.
Mobile app UX design best practices for 2026: thumb-zone layout, 60-second onboarding, WCAG 2.2 AA, passkeys, honest AI UX, and the metrics that matter.
Build a scalable video streaming platform that survives traffic spikes: protocol choice, CDN egress math, adaptive bitrate, SFU topology, 2026 costs.
Video streaming app development across iOS, Android, web and TV in 2026: the codec, player-engine and DRM matrix by platform, with real cost math.
Coaching platform development in practice: how we shipped Career Point, an Oxford-backed AI career coaching MVP, in 3 months so the team raised $1.4M.
Emotion recognition software compared for 2026: Hume, Affectiva, MorphCast and open source, by accuracy, real pricing, and build-vs-buy math.
AI study tools compared for 2026: we rank NotebookLM, ChatGPT, Quizlet, Anki and 5 more by learner type, plus what it costs to build your own.
Anomaly detection in security cameras in 2026: cut false positives, choose the right ML stack, run inference at the edge, and stay EU AI Act compliant.
AWS vs DigitalOcean vs Hetzner in 2026: real prices, egress math, compliance, and a 5-question framework. Plus the hybrid stack that cuts cloud bills 60%+.
AI IVR replaces touch-tone phone trees with conversational AI. An engineer's guide to the stack, latency budget, containment, cost, and build vs buy.
The best video streaming technology stack for 2026: protocols, AV1/HEVC codecs, SFU vs MCU, multi-DRM, CDN choices and real cost benchmarks.
An engineer's guide to AI cold calling software: the outbound campaign stack, the TCPA and FCC rules for AI voices, real cost, and build vs buy.
Video remote interpreting explained for builders: ADA and Section 1557 rules, interpreter routing, human vs AI vs hybrid, and when to build a VRI platform.
How to choose or build court-admissible remote deposition software: the record, remote oaths, exhibit handling, deepfake risk, vendors and 2026 costs.
Twilio alternatives compared for voice, SMS, and AI agents: real 2026 per-minute pricing, the build-vs-buy math, and how to migrate without downtime.
Live auction software explained: WebRTC vs HLS latency, bid-engine concurrency, anti-sniping soft close, payments, vendors, and build-vs-buy cost math.
How sports video analysis software actually works: the CV pipeline, accuracy, vendors like Veo and Hudl, and when to build a custom platform instead.
Video encoding APIs compared: how Mux, AWS MediaConvert, Cloudflare Stream, api.video, and a custom FFmpeg pipeline really price, and when to build.
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
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