Tina Lang

the best video model is now publicly available via API… like anyone can use it 😭 25¢/sec for insanely realistic videos this is about to flood the internet with content 0→100k followers is about to look VERY different

Every marketing team is about to get a 24/7 analyst that never sleeps. Not smarter than you. Just faster. While others are opening dashboards… you already know what’s working, what’s breaking, and what to do next. In growth, speed > everything.

ok wait… so Meta just casually dropped Muse Spark and it’s already beating GPT-5.4 + Opus on MULTIMODAL?? 😭 like tool use, vision reasoning, multi-agent orchestration… all in one model?? and zuck said “larger models coming”??? yeah no we’re entering a different era fr.

GitHub: github.com/microsoft/Vibe…

Microsoft just dropped an open-source voice AI that transcribes 60 minutes in ONE pass. No chunking. No context loss. It knows who spoke, when, and what. Real-time, multi-speaker, 50+ languages. Free. This quietly resets the baseline for voice AI overnight. Link in comments

@Hartdrawss i thought if you connect it to @Cloudflare with wrangler cli and @garrytan gstack to test deployed version audits and use @CloudflareDev secret store a lot of these problems will be avoided, you can still speak to it via plain english via @claudeai

15 REASONS your VIBE CODED app will FAIL in production : Here's the FULL BREAKDOWN ! 1/ it only works on your laptop > never tested on another device, browser, or clean environment > works on your machine is not a green light > test on at least 3 different setups before you ship 2/ the .env has 20 variables nobody documented > new deployment = guessing game > expect a 2-hour debugging session at go-live > document every variable, what it does, and where to get it 3/ entire app runs on one server with no backup plan > server goes down, app goes down > no failover, no recovery path > single point of failure is not an architecture 4/ youve never seen what happens when the API is slow > no loading states, no error states > users see a blank screen and assume its broken > simulate slow responses locally before launch 5/ you have no monitoring or alerts > first sign something is wrong is a user complaint > by then the damage is already done > set up basic uptime monitoring before day one 6/ app runs on a free tier with no upgrade plan > first real traffic spike hits the memory or connection limit > app crashes in front of your first real users > know your limits and have a paid plan ready 7/ youve never done a load test > 10 concurrent users, response time goes from 200ms to 12 seconds > you find out live, not in staging > run a basic load test before you call it production-ready 8/ theres no process manager > app crashes, server stays up, app just stays dead no restart, no notification, nothing > use PM2 or a equivalent, this takes 10 minutes to set up 9/ your database has no backups > one bad migration or accidental DELETE; data gone with no recovery path > automate backups before a single user touches your app 10/ you haven't tested the payment flow end to end with a real card > most common launch-day failure; "everything works except the actual payment" LOL > test the full checkout flow with a real card, not just stripe test mode 11/ secrets managed by SSHing into the server and editing manually > one server rebuild means hunting every env variable from memory > you'll miss one, something will break, you wont know why > use a proper secrets manager or at minimum a documented vault 12/ you've never looked at production error logs > theres a silent failure happening right now > you just don't know about it > check your logs before launch, not after something breaks 13/ theres no staging environment > every change goes directly to production > every bug hits real users first > staging is not optional, its the minimum 14/ you've never tested on mobile > you built it on a desktop > 60% of your users are on their phone > open it on your phone right now, you'll find 3 bugs instantly 15/ you built it in a week and AI wrote most of it > you understand maybe 60% of the codebase that 40% is a ticking time bomb > audit the parts you don't understand before they audit your LIFE when the app falls apart Bookmark this RIGHT NOW !

wait… so you’re telling me i don’t need a $200/mo CRM anymore?? 🥹 drag, drop, track deals, forecasting… all in one clean setup?? this is the kind of “why wasn’t this built sooner” tool lowkey feel like this replaces half my stack 💅

Google just dropped vids.new and it’s lowkey wild. Free AI video generation (10/mo) with Veo 3.1 Custom music via Lyria Directable AI avatars Screen + camera recording Publish straight to YouTube This is Canva + Runway + CapCut… combined 👀

This isn’t a “leak,” it’s a packaging mistake. Shipping source maps to npm = shipping your internals. Reminder: most “AI infra moats” are thinner than people think

Check out my latest article: The Privacy Stack Just Became Real: On-Device ASR + TTS + LLM with TurboQuant linkedin.com/pulse/privacy-… via @LinkedIn

@CaptainFirmware please send me a DM and I will send you the guide

@tinalang2001 GUIDE

Want OpenClaw-style agent workflows plus a free LLM setup? I put together a guide using Cloudflare Workers AI + Hermes Agent + Telegram. Comment GUIDE and I’ll send it over. #OpenClaw #HermesAgent #Cloudflare #WorkersAI #AIagent #TelegramBot

@CaptainFirmware DM sent

Mark Zuckerberg may have just defined the minimum viable business for the next decade: Website. Phone number. Email address. AI agent. That fourth item just made the checklist. linkedin.com/posts/tina-lan…

@Google just quietly reset voice AI. @GeminiApp @GoogleDeepMind Gemini 3.1 Flash Live = real-time voice + vision, sub-second latency, 90+ languages… and it actually works in noisy real life. New baseline just dropped. Build fast or get left behind 💅

Good morning Da Nang 🇻🇳 #danang #vietnam #digitalnomadlife

Check out my latest article: Why Containers Are Too Slow for AI Agents — And How Cloudflare’s Dynamic Workers Deliver 100x Faster Sandboxing linkedin.com/pulse/why-cont… via @LinkedIn