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.
Compare the 10 best AI lesson plan generators in 2026 — MagicSchool, Eduaide, Khanmigo and more. Free & paid tools reviewed by Fora Soft engineers.
Best AI lesson plan generators in 2026 — MagicSchool, Khanmigo, Eduaide compared + how to build custom into your LMS ($30K-$300K). FERPA, pitfalls, KPIs.
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.
8 AI methods to monetize video streaming: SSAI + DCO, scene-level ads, recommenders, churn ML, dynamic pricing, fraud defense, metadata, shoppable video.
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…
Buyer's guide to AI video tools for e-learning: Synthesia, HeyGen, ElevenLabs, Deepgram, etc. with cost math, 60-92% savings, FERPA/COPPA/EU AI Act…
A practical 2026 guide to real-time video analytics (RTVA): retail, security, manufacturing, smart-city. Architecture, costs, models, compliance, and pitfalls.
Six AI video quality enhancement features that lift VMAF, cut bitrate, and pay back fast — with SDK comparison, mini case (+4.2 VMAF, -22% bitrate),…
VOD, live streaming, or video conferencing? Pick the right protocol, codec, CDN, and SFU in 2026. A senior engineer's playbook with real cost math.
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.
Cloud intercom systems modernize business security with end-to-end encryption, AI-assisted screening, zero-trust unlock, SOC 2 compliance and more.
12 must-have video intercom features for 2026 — HD, mobile push, AI face & package, SRTP encryption, smart locks, PMS sync, NDAA. Vendor & cost guide.
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
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