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
Enterprise video conferencing in 2026: how to bridge SIP room systems into a WebRTC stack — architecture, vendors, compliance, and real build costs.
July 27, 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.
AI video streaming in 2026: encoding economics, ML-based ABR, recommendations, live moderation, AI captions, a vendor matrix, and real build costs.
July 28, 2026
LLM evaluation for production apps: the 5 metric types, LLM-as-judge biases, RAGAS, golden datasets and CI gates that catch regressions before users do.
AI video analytics in 2026: the YOLO + VLM + LLM reference architecture, latency budgets, Gemini/Qwen/GPT-5 costs, EU AI Act, and hallucination guards.
AI video streaming in 2026: the AI features that cut delivery cost, moderate uploads, and drive search and recommendations - and what each costs.
Enterprise video platform in 2026: build vs buy vs hybrid, the vendor matrix, multi-DRM, CDN cost math, and a five-question decision framework.
Hard hat detection with AI in 2026: YOLO26 vs RT-DETR benchmarks, Jetson vs Hailo edge, GDPR-safe pipelines, and the cost to build a 20-camera system.
Compare the top 5 enterprise video analytics software platforms for 2026: Avigilon, Genetec, Milestone, BriefCam and Hikvision on NDAA, AI and cost.
Android IP camera app features in 2026: on-device AI detection, ONVIF Profile T/M, WebRTC vs RTSP, Matter 1.5, a cost model, and a decision framework.
Build a HIPAA-compliant telehealth platform that also passes SOC 2 Type 2: which tools sign a BAA, a reference architecture, and real 2026 audit-cost math.
A 2026 playbook for medical imaging software development: DICOM, HIPAA, AWS vs GCP vs Azure, OHIF and Orthanc, AI, and realistic build cost bands.
Healthcare video conferencing in 2026: build vs buy, HIPAA (the proposed 2024 rule), EHR integration cost, AI scribing, and a live vendor matrix.
Build a HIPAA-compliant video platform in 2026: BAA-ready video SDKs compared, WebRTC architecture, encryption, recording, plus a worked cost model.
Classroom observation software compared: video coaching (GoReact, Edthena) vs walkthrough apps, FERPA and edTPA rules, and when to build your own.
July 17, 2026
When blockchain in education actually pays off: 5 e-learning use cases, verifiable credentials, real 2026 costs, chains, and when to skip it.
July 16, 2026
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.
Build a fan engagement platform for sports teams in 2026: the 7-feature stack, architecture, costs, MiCA fan-token rules and a build-vs-buy playbook.
Get 12 free wireframe examples for web and mobile. Download the editable Axure kit, plus Axure vs Figma vs Balsamiq vs Sketch and 2026 pricing.
Desktop app development in 2026: Electron 43 vs Tauri, WebView2 and native, with real signing costs, upgrade budgets and a four-question decision tree.
July 26, 2026
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.
Structured courses, glossaries, and downloadable checklists from the same team.
Amazon Personalize, RecBole, NVIDIA Merlin, LLM rerankers — a 2026 playbook on which recommendation platforms fit eLearning, with cost and accuracy.
Build reliable software: SLOs, error budgets, circuit breakers, bulkheads, etc. CrowdStrike, Datadog and Facebook outages.
March 2025 audio and video tech digest for product teams: Skype shutdown, Amazon-Nokia codec deal, Chrome 136 HEVC WebRTC, Napster sale, etc.
The 2026 playbook for live streaming security: threat model, DRM, signed tokens, forensic watermarking, DDoS, bot mitigation, platform comparison, cost model.
March 2025 AI project management playbook: OpenProject, Trello, Zoho Projects Plus & Super Productivity decoded.
Streaming app UX in 2026: 7 pillars (onboarding, navigation, search, personalisation, player, live, accessibility) plus performance budgets and KPIs.
Live streaming trends for 2026 — sub-second latency, AI in every layer, live commerce, creator economy, codecs and compliance. Build-vs-buy plan from Fora Soft.
Winter 2025 web dev digest: React 19, Next.js 15.1, Astro 5, Node 22 LTS, Bun 1.2, TypeScript 5.7, Anthropic MCP, Cursor, Claude Code — what to ship now.
A 2026 buyer playbook for streaming software: encoders, cloud studios, distribution platforms, SDK/PaaS for products, protocols, costs, and decisions.
Winter 2025 QA digest: Playwright 1.50, Selenium 4.29, Mabl GenAI assertions, Applitools Eyes 10.22, k6 1.0, Postman 12 — what to adopt, skip, and pilot.
Video encoding 101: codecs (H.264, H.265, AV1), bitrate, ABR streaming, FFmpeg, cloud encoding services. The 2026 beginner-to-pro guide for product teams.
Winter 2025 design digest: Figma Make, Adobe Firefly Model 5, Vercel v0, Apple Liquid Glass, Material 3 Expressive, EAA — what to adopt, skip, and pilot.
Realistic streaming app development time estimation: MVP 12-16 weeks, mid-market 24-36 weeks, Netflix-class 10-14 months. PERT benchmarks, costs, pitfalls.
iOS 18.4 Priority Notifications, Android 16 Live Updates, Apple Intelligence APIs, Grok 3 vs ChatGPT pricing, Amazon Appstore sunset, Meta's Java-to-Kotlin migration. A 2026 mobile dev playbook for CTOs and product teams.
Multimedia virtual event playbook: LL-HLS and WebRTC architecture, AI features, CDN cost math, platform matrix (Cvent, ON24, Bizzabo, Airmeet, 6Connex)…
A retrospective scorecard of the Feb 2025 FunTech stories: what shipped, what flopped, and what the 2025-follow-ups mean for teams building AI, video…
A practical 2026 guide to real-time video analytics (RTVA): retail, security, manufacturing, smart-city. Architecture, costs, models, compliance, and pitfalls.
AI productivity claims vs. RCT data, Microsoft Copilot for PM at $30/user, SAFe at 53% adoption, PMI x Agile Alliance merger, Atlassian Williams Racing system-of-work proof. A 2026 PM playbook for CTOs choosing a software development partner.
The 2026 playbook for secure intercom systems: threat model, five hardening layers, NDAA/FIPS/GDPR/HIPAA compliance, protocol and vendor comparison, cost model.
A practical 2026 guide to IoT intercom systems for smart buildings: SIP vs WebRTC, Matter, edge AI, hardware and SaaS vendors, compliance and real build costs.
A 2026 buyer’s guide to AI retail video surveillance: shrink benchmarks, vendor landscape (Verkada, Solink, Avigilon, Everseen, Spot AI), POS×video integration, edge vs cloud, BIPA / GDPR / EU AI Act compliance, and honest cost ranges for a 50-store rollout.
January 2025 web dev digest with hindsight: Deno vs Oracle JavaScript trademark, Google blocking scrapers, DeepSeek-R1 price cut, Vite Rolldown, etc.
Integrate video analytics with your VMS: ONVIF Profile M, edge AI on Jetson/Hailo, YOLOv11 + ByteTrack, EU AI Act compliance and a 50-camera cost model.
Secure cloud video management in 2026: 8-control security framework, HIPAA/GDPR/FERPA/BIPA/EU AI Act compliance, reference architecture, vendor matrix, $80-280k build cost, VALT and Mindbox case studies.
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
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