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🧐 Gem Hunter | DeFi Guru | X App: alphabatcher | @MMTFinance Optimist | Follow for alpha
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How do people make cinematic AI videos with 1M+ views??? @charliebcurran made $26k in 14 days from X monetization cinematic AI clips. millions of views here's exactly how to recreate it: the model: Seedance 2.0. Where to find it: sjinn ai Step by step: > Go to Tool model → Video > Select Mode → Seedance 2.0 Video > Upload your image > Write a cinematic prompt > Done one catch: requires Pro subscription minimum the barrier to "viral video creator" is now just a good prompt and $30/mo
How do people make cinematic AI videos with 1M+ views???

@charliebcurran made $26k in 14 days from X monetization

cinematic AI clips. millions of views

here's exactly how to recreate it:

the model: Seedance 2.0. Where to find it: sjinn ai

Step by step:

> Go to Tool model → Video
> Select Mode → Seedance 2.0 Video
> Upload your image
> Write a cinematic prompt
> Done

one catch: requires Pro subscription minimum

the barrier to "viral video creator" is now just a good prompt and $30/mo
BEST platform stack for beginner vibe coders: • Claude Code - AI agent that works in your terminal • Supabase - open-source, database • Next.js - web framework everyone uses • Vercel - hosting • Stripe - payments • Canva - design things quickly, even with zero design skills • Dribbble/Mobbin - great places to find UI inspiration • Namecheap - buy and manage your domain • GitHub - save progress and roll back mistakes • ChatGPT - brainstorming, planning, and problem-solving
BEST platform stack for beginner vibe coders:

• Claude Code - AI agent that works in your terminal
• Supabase - open-source, database
• Next.js - web framework everyone uses
• Vercel - hosting
• Stripe - payments
• Canva - design things quickly, even with zero design skills
• Dribbble/Mobbin - great places to find UI inspiration
• Namecheap - buy and manage your domain
• GitHub - save progress and roll back mistakes
• ChatGPT - brainstorming, planning, and problem-solving
BEST local LLMs to run in 2026: High-performance (24+ GB VRAM, preferably with multiple GPUs) • Kimi K2 - 1T params, 32B active. MoE beast • GLM-4.7 (Z AI) - 30B-A3B MoE, SWE-bench 73.8% • DeepSeek V3.2 - 671B / 37B active. Still the open-source king • Qwen3 235B-A22B - insane quality/cost ratio if you have the iron Mid-range (16-24 GB VRAM / RAM) • Qwen3 30B-A3B - punches way above its weight, stable on long context • Gemma 3 27B - Google's best open release yet • Nemotron 3 Nano 30B - Math500: 91%. Best-in-class if you need math Lightweight models (8-16 GB RAM, can run without a dedicated GPU) • Qwen3 8B / 4B / 1.7B - the best small model family right now • Gemma 3 4B - surprisingly capable on CPU • Phi-4 (14B) - Microsoft doing a lot with a little The local AI stack is genuinely catching up to the cloud
BEST local LLMs to run in 2026:

High-performance (24+ GB VRAM, preferably with multiple GPUs)

• Kimi K2 - 1T params, 32B active. MoE beast
• GLM-4.7 (Z AI) - 30B-A3B MoE, SWE-bench 73.8%
• DeepSeek V3.2 - 671B / 37B active. Still the open-source king
• Qwen3 235B-A22B - insane quality/cost ratio if you have the iron

Mid-range (16-24 GB VRAM / RAM)

• Qwen3 30B-A3B - punches way above its weight, stable on long context
• Gemma 3 27B - Google's best open release yet
• Nemotron 3 Nano 30B - Math500: 91%. Best-in-class if you need math

Lightweight models (8-16 GB RAM, can run without a dedicated GPU)

• Qwen3 8B / 4B / 1.7B - the best small model family right now
• Gemma 3 4B - surprisingly capable on CPU
• Phi-4 (14B) - Microsoft doing a lot with a little

The local AI stack is genuinely catching up to the cloud
Skills needed to get hired as a $10k/mo AI engineer: AI-specific skills: > Prompt engineering > Multi-agent systems > MLOps / AI deployment in production > NLP / transformer models > LLM limitations: context window, latency/cost > Responsible AI / AI safety Technical skills (hard skills): > Python > Cloud platforms AWS / GCP / Azure > LLM/GenAI frameworks (Bedrock, Vertex AI, Azure AI Foundry) > Docker & Kubernetes > CI/CD pipelines > API integration > SQL > Deep learning frameworks (PyTorch / TensorFlow) Soft skills: > Strong communication (especially with non-technical stakeholders) > Problem-solving > Self-directed / autonomous work > Ability to explain complex things simply
Skills needed to get hired as a $10k/mo AI engineer:

AI-specific skills:

> Prompt engineering
> Multi-agent systems
> MLOps / AI deployment in production
> NLP / transformer models
> LLM limitations: context window, latency/cost
> Responsible AI / AI safety

Technical skills (hard skills):

> Python
> Cloud platforms AWS / GCP / Azure
> LLM/GenAI frameworks (Bedrock, Vertex AI, Azure AI Foundry)
> Docker & Kubernetes
> CI/CD pipelines
> API integration
> SQL
> Deep learning frameworks (PyTorch / TensorFlow)

Soft skills:

> Strong communication (especially with non-technical stakeholders)
> Problem-solving
> Self-directed / autonomous work
> Ability to explain complex things simply
Claude vs. Claude Cowork vs. Claude Code Anthropic built three different Claude tools on the same AI If you're using the wrong one, you’re leaving performance on the table Claude (universal AI assistant for conversation) best for: > quick questions > research > writing and editing > thinking through problems Claude Code (agent-based tool for developers in the terminal) best for: > writing and shipping code > debugging and refactoring > automating development workflows Claude Cowork (desktop tool for automating files and tasks) best for: > repetitive work > business workflows > automation across apps > non-technical users who want AI to actually do the work
Claude vs. Claude Cowork vs. Claude Code

Anthropic built three different Claude tools on the same AI

If you're using the wrong one, you’re leaving performance on the table

Claude (universal AI assistant for conversation)

best for:

> quick questions
> research
> writing and editing
> thinking through problems

Claude Code (agent-based tool for developers in the terminal)

best for:

> writing and shipping code
> debugging and refactoring
> automating development workflows

Claude Cowork (desktop tool for automating files and tasks)

best for:

> repetitive work
> business workflows
> automation across apps
> non-technical users who want AI to actually do the work
90% of vibe-coded apps have at least one critical vulnerability 15 security rules every vibe coder needs before shipping: 1. Never build authentication with AI alone use proven auth providers 2. Keep every secret in environment variables, never inside your code 3. Set session expiration so stolen tokens cannot live forever 4. Verify every package AI suggests before installing it 5. Sanitize all user inputs before they touch your database 6. Add rate limits to your APIs to stop bots and abuse 7. Always enforce permissions on the server, never trust the frontend 8. Make storage private by default so users only access their own files 9. Restrict CORS to your real domains instead of allowing everything 10. Remove debug logs before deploying to production 11. Validate redirect URLs so attackers cannot hijack them 12. Set spending limits on AI APIs to avoid runaway costs 13. Verify webhook signatures before processing external events 14. Log critical actions like payments, role changes, and deletions 15. Keep test and production environments completely separate Save this. Your future self will thank you
90% of vibe-coded apps have at least one critical vulnerability

15 security rules every vibe coder needs before shipping:

1. Never build authentication with AI alone use proven auth providers
2. Keep every secret in environment variables, never inside your code
3. Set session expiration so stolen tokens cannot live forever
4. Verify every package AI suggests before installing it
5. Sanitize all user inputs before they touch your database
6. Add rate limits to your APIs to stop bots and abuse
7. Always enforce permissions on the server, never trust the frontend
8. Make storage private by default so users only access their own files
9. Restrict CORS to your real domains instead of allowing everything
10. Remove debug logs before deploying to production
11. Validate redirect URLs so attackers cannot hijack them
12. Set spending limits on AI APIs to avoid runaway costs
13. Verify webhook signatures before processing external events
14. Log critical actions like payments, role changes, and deletions
15. Keep test and production environments completely separate

Save this. Your future self will thank you
my monthly cost of living in basement rent - $0 bills - $100 subscriptions, etc - $50 entertainment, shopping - $400 hookah - $50 food - $200
my monthly cost of living in basement

rent - $0
bills - $100
subscriptions, etc - $50
entertainment, shopping - $400
hookah - $50
food - $200
SCAM ALERT 🚨 fake KOL team managers DM you about TOKEN2049, a job offer, then push a Google Sites application form the malicious bit is hidden on the final step (check the screenshot) don’t install/run anything from DMs. Block & report
SCAM ALERT 🚨

fake KOL team managers DM you about TOKEN2049, a job offer, then push a Google Sites application form

the malicious bit is hidden on the final step (check the screenshot)

don’t install/run anything from DMs. Block & report
bought a brand new laptop for $1600 spent the whole evening setting it up Lenovo Legion R9000P (2025) CPU Ryzen 9 8945HX GPU RTX 5070 (8GB) RAM 32GB DDR5 1TB SSD 16" 2.5K display 240Hz feels much faster than the previous one, but battery drains super fast
bought a brand new laptop for $1600

spent the whole evening setting it up

Lenovo Legion R9000P (2025)

CPU Ryzen 9 8945HX
GPU RTX 5070 (8GB)
RAM 32GB DDR5
1TB SSD
16" 2.5K display 240Hz

feels much faster than the previous one, but battery drains super fast
reminder for Opinion users (important) > you need to connect 5 BNB Chain wallets > deadline: Feb 28, 23:59 UTC this feature has been available for a while now so if you're involved in the project, don’t wait make sure you get it done 👇
reminder for Opinion users (important)

> you need to connect 5 BNB Chain wallets
> deadline: Feb 28, 23:59 UTC

this feature has been available for a while now

so if you're involved in the project, don’t wait make sure you get it done 👇
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Bikovski
Interesting info about the Opinion TGE: i noticed two screenshots on CT showing different token launch dates > one says March 4 > the other says March 5 i tried to verify where they came from but couldn’t find any reliable source, so for now this is unconfirmed still, it’s interesting to see how people are reacting to the potential TGE date these screenshots definitely make you think NFA. DYOR.
Interesting info about the Opinion TGE:

i noticed two screenshots on CT showing different token launch dates

> one says March 4
> the other says March 5

i tried to verify where they came from but couldn’t find any reliable source, so for now this is unconfirmed

still, it’s interesting to see how people are reacting to the potential TGE date

these screenshots definitely make you think

NFA. DYOR.
I fell in love with Selena Gomez her natural beauty her talent her kindness they won my heart in the photo, she’s without makeup
I fell in love with Selena Gomez

her natural beauty
her talent
her kindness

they won my heart

in the photo, she’s without makeup
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Medvedji
oh, yes, perfect timing when $FLOW is 99.9 % down from ATH
oh, yes, perfect timing

when $FLOW is 99.9 % down from ATH
"you're probably not an asshole" 😂 alright then...
"you're probably not an asshole" 😂

alright then...
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Bikovski
my single referral did $6.6M in volume on Pacifica 🤯 the confidence I admire I hope he gets the profit he deserves as an early bird Pacifica is still early, and you can join here: https://app.pacifica.fi?referral=alphabatcher or use an access code: XAS30S5JETX84GAE AEG8MG3N9FPQXTVF ZRC0HC5QG6YMMPSQ SRQMVZKV8HSFPQ4G VK0MB53W3XZHNC97 thanks to all my referrals 🙏
my single referral did $6.6M in volume on Pacifica 🤯

the confidence I admire

I hope he gets the profit he deserves as an early bird

Pacifica is still early, and you can join here:

https://app.pacifica.fi?referral=alphabatcher

or use an access code:

XAS30S5JETX84GAE
AEG8MG3N9FPQXTVF
ZRC0HC5QG6YMMPSQ
SRQMVZKV8HSFPQ4G
VK0MB53W3XZHNC97

thanks to all my referrals 🙏
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Bikovski
Binance has launched the pre-market for Opinion this will be the first token from a prediction market to hit the market and that alone makes it interesting i think $OPN has massive potential FDV has been holding around $570M in the first day, even pushing up to $730M at peak a move toward $1B doesn’t feel unrealistic we're entering the final stage now
Binance has launched the pre-market for Opinion

this will be the first token from a prediction market to hit the market

and that alone makes it interesting

i think $OPN has massive potential

FDV has been holding around $570M in the first day, even pushing up to $730M at peak

a move toward $1B doesn’t feel unrealistic

we're entering the final stage now
Interesting @opinionlabsxyz markets for traders: 1) What price will Ethereum hit in February? 2) What price will Bitcoin hit in February? 3) Will Bitcoin hit $150k by ...? 4) BNB all time high by March 31? 5) Will BNB hit $1500 in 2026? 6) Hyperliquid all time high by March 31, 2026? 7) USDT depeg in 1Q2026? Which markets are you watching right now?👇
Interesting @opinionlabsxyz markets for traders:

1) What price will Ethereum hit in February?

2) What price will Bitcoin hit in February?

3) Will Bitcoin hit $150k by ...?

4) BNB all time high by March 31?

5) Will BNB hit $1500 in 2026?

6) Hyperliquid all time high by March 31, 2026?

7) USDT depeg in 1Q2026?

Which markets are you watching right now?👇
Interesting pre-TGE markets on @opinionlabsxyz: 1) MegaETH market cap (FDV) one day after launch? 2) Polymarket FDV above ... one day after launch? 3) Backpack FDV above ... one day after launch? 4) edgeX FDV above ... one day after launch? 5) Opensea FDV above ... one day after launch? 6) Gensyn FDV above ... one day after launch? 7) Will Nansen launch a token by ...? 8) Will Pacifica launch a token by ...? Which of these projects are you most excited about?
Interesting pre-TGE markets on @opinionlabsxyz:

1) MegaETH market cap (FDV) one day after launch?

2) Polymarket FDV above ... one day after launch?

3) Backpack FDV above ... one day after launch?

4) edgeX FDV above ... one day after launch?

5) Opensea FDV above ... one day after launch?

6) Gensyn FDV above ... one day after launch?

7) Will Nansen launch a token by ...?

8) Will Pacifica launch a token by ...?

Which of these projects are you most excited about?
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Bikovski
New update on the eSports tab @opinionlabsxyz I noticed a lot of people didn't really understand what they had prepared for us They've added bonus points to selected markets Honestly, I'm surprised by the volume on this market Adding this category was genuinely a smart move
New update on the eSports tab @opinionlabsxyz

I noticed a lot of people didn't really understand what they had prepared for us

They've added bonus points to selected markets

Honestly, I'm surprised by the volume on this market

Adding this category was genuinely a smart move
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Bikovski
Will Opinion launch a token by ...? Polymarket odds are painting an interesting picture: > TGE by the end of February looks unlikely but still possible > TGE by the end of Q1 feels the most realistic, especially considering: – the end of Chinese New Year – premaket launches picking up – Binance announcements starting to roll out All of this adds up, and it’s shaping the general expectation that this is the most probable scenario Launch timelines are rarely fixed, regulatory pressure, technical delays, or shifts in market conditions can always push things back That said, this could easily become one of the most interesting tokens of 2026 NFA
Will Opinion launch a token by ...?

Polymarket odds are painting an interesting picture:

> TGE by the end of February looks unlikely but still possible

> TGE by the end of Q1 feels the most realistic, especially considering:

– the end of Chinese New Year
– premaket launches picking up
– Binance announcements starting to roll out

All of this adds up, and it’s shaping the general expectation that this is the most probable scenario

Launch timelines are rarely fixed, regulatory pressure, technical delays, or shifts in market conditions can always push things back

That said, this could easily become one of the most interesting tokens of 2026

NFA
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