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.
10 ways to fix Android video QoE in 2026 — AV1+HEVC, LL-HLS, HTTP/3, Media3 LoadControl, CMCD, multi-CDN. Cut rebuffer 70-80%, save 25-35% battery.
The mobile development moves of 2024 — iOS 18, Android 15, Apple Intelligence, Swift 6, etc. — and what they mean for your mobile app budget, stack…
Essential Android IP camera app features: AI motion detection, ONVIF, WebRTC vs RTSP, Matter integration, cost model, and a 5-question decision framework.
Senior playbook for building a custom Android VMS app: ONVIF, RTSP/WebRTC, edge AI, NDAA & GDPR, conservative 2026 budgets and KPIs.
Playbook for getting apps approved on Apple App Store and Google Play: top rejection reasons, privacy manifests, target API 35, DMA, AI consent, and…
We audit the 2024 tech digest: generative AI jumped to ~80% enterprise adoption, AI agents arrived, Vision Pro collapsed, AV1 won the codec war, voice AI…
Mobile app costs: ranges ($40K-$1M+), the 5 drivers that move your budget, AI-assisted development reality, EU AI Act & DMA compliance, how to read…
When blockchain belongs in a mobile app and when it doesn't: supply chain, decentralized identity, tokenized loyalty, tamper-evident records, and NFT…
Fora Soft won two 2024 APAC Insider awards for real-time interaction and streaming. The full playbook: WebRTC vs HLS vs SRT, SFU/MCU choices, APAC-specific constraints, cost shape, AI-augmented streaming, and the decisions every product team should make.
QA testing playbook for 2026: the 1:10:100 defect rule, testing pyramid, shift-left vs shift-right, AI in QA, budget ranges and KPIs from Fora Soft.
How wireframing prevents software rework. Cost-of-change curve, tools, process, KPIs, budgets and a decision framework for founders and CTOs hiring a partner.
How to ship seamless app updates without churn: staged rollouts, feature flags, backward compatibility, OTA, and force-update patterns that actually work.
The 10 mobile app development mistakes that kill startups in 2026: skipped validation, no wireframes, feature overload, performance, ASO, post-launch, wrong platform, Liquid Glass, ATT/DMA, AI theatre. With fixes.
25% Of apps are abandoned after one use and 77% of new DAU are gone by day 3. Our retention playbook: onboarding, push cadence, performance floor, habit…
Mobile app UX design best practices: thumb zone, time-to-value, WCAG 2.2 AA, passkeys, AI UX, performance budgets, metrics, and a 15-point audit checklist.
Is Flutter worth it in 2026? Senior buyer’s playbook covering pros, cons, real cost ($35K–$60K MVP), Flutter vs React Native vs native, decision framework, when to pick Flutter and when to use native instead.
Multilingual platforms combine transcription, translation, and dubbing seamlessly. Localize video content globally while maintaining quality standards.
Native iOS, Android, Flutter, React Native, or PWA in 2026? A buyer's playbook with benchmarks, costs, vendor checklist, and a 5-question decision framework.
App revenue benchmarks: subscription, ad and IAP percentiles, CAC, LTV, and monetisation models. Data-backed playbook from 625+ shipped projects (2026).
Low-code/no-code vs custom in 2026: real 36-month TCO math, comparison matrix, decision framework, hidden platform fees, vendor lock-in, hybrid pattern, and when to migrate from Bubble or Webflow to custom code.
WebRTC vs HLS in 2026: real-world latency, cost-per-viewer, scale ceilings, hybrid architectures, and the decision framework Fora Soft uses on every video streaming project.
Multi-DRM, signed URLs, MFA, watermarking and WebRTC E2EE for video streaming apps in 2026 — what to ship, costs, pitfalls and a 5-question decision framework.
AI and ML in video streaming in 2026: encoding economics, ML-based ABR, recommendations, live moderation, AI captions, vendor matrix, realistic costs.
How to build a scalable video streaming app: protocol, SFU topology, CDN egress math, DRM, and build-vs-buy trade-offs from 21 years of production…
Specialist software house for video, real-time and AI products. Founded 2005. 50 in-house engineers.
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