Research Group

Researching and Sharing DeFi Projects Since 2018💚

[Research Group @ResearchDeFi101]

Luck is when opportunity meets preparation. You don’t need to be lucky to get rich. You just need to put yourself in the right mindset to attract opportunities.

[Amin @eCom_Amin]

https://t.co/7Wnx7OKhQB

[Okara @askOkara]

drop your website and i'll ask our ai cmo how to get your first 100 users

[Lorenzo | Meta Ads & Performance Creatives 📈 @lorenzo_pravata]

Winning ads in 2026:

1. Start with relatability
2. Generate curiosity for the desired outcome
3. Present the solution casually after discrediting alternatives and removing objections

[sacks @sackboyfarms]

https://t.co/LQNhIZjmcp

[KingWilliam @kingwilliam_]

99% OF CLAUDE CODE USERS NEVER LEAVE THE BASICS - THIS 3-HOUR LECTURE IS WHY THE 1% RUN CIRCLES AROUND THEM

Nick Saraev recorded 3 hours of advanced Claude Code most people will never sit through - and gave it away free.

even if you use it every day, there's stuff in here you've never touched:

> CLAUDE.md optimization and agent harnesses
> task parallelization and Karpathy's autoresearch approach
> browser automation, auto-mode, security, and where it's all heading

but here's the thread running through all of it: the power isn't the prompt. it's the instructions you write once and Claude reads forever.

that's a skill. one SKILL.md in ~/.claude/skills/, and the model shows up already knowing the job - no re-explaining, ever.

Nick gives you the 3-hour deep dive. i give you the 23 skills that make it stick.

watch the lecture for the depth. the article below is the system - all 23, 5 minutes each.

[NO1ennn @N01ennn]

A 21-YEAR-OLD FROM CHINA RUNS 300 AI AGENTS AT ONCE. THE PART THAT MATTERS ISN'T THE SPEED, IT'S THAT NONE OF THEM CAN LIE TO HIM

he opens the dashboard and shows the swarm live, 300 Kimi K2.6 agents firing in parallel, then Opus 4.8 checking every single output against its source. this is not just a faster swarm. it is a loop that refuses to stop while anything is still wrong

he pointed it at 100 EV-market companies. first pass: 12 failed. wrong revenue, dead citations, empty fields. second pass: 3 failed. third pass: zero

this is not another agent demo. it is a system that catches its own mistakes before he reads a single row

[Franky Shaw @frankyecom]

There’s one AI UGC engine I’d bet on for D2C right now: 5.2.

I don’t post every win, but the track record is becoming hard to ignore.

New result screenshots land in my DMs almost daily now.

The best ones I’ll show inside the community 🏆 (coming soon)

[Ben Cera @Bencera]

I built Polsia into a $250M company in under 3 months.

Solo + AI. Zero employees.

Everyone asks me how I did it.

Introducing aisloP, a docu-series on how I build Polsia.

Episode 1: The Launch.

How I orchestrated the biggest Twitter launch of 2026.

[Morgan Trades @morgan__trades]

Top 5 Rules To Swing Trading

- Never sell a winning stock too early
- Don't trim too heavily on a big winner
- Add more to the winning stock instead of selling, even when it feels scary
- Risk more on setups you know are good, leading stocks in leading themes when conditions are good
- Do not be scared to lose $, always be willing to take on risk in good markets on strong stocks

Stop outs may feel exhausting after a weak market or consistently losing, but being scared because of that moving forward will make you miss out on sizing good on the good ones.

[Research Group @ResearchDeFi101]

@morgan__trades IHT breakout looks good or no?

[Jake Castillo @jakecastilloooo]

I've spent 6-figures paying influencers to promote Cal AI…

The reality: influencer marketing is rigged.

You’re about to overpay creators no matter who you sign, unless you know exactly where to look.

Here's how influencer pricing works (and where the best deals are hiding):

[rubinov @rubiinov]

https://t.co/E9FldCMfkQ

[Franky Shaw @frankyecom]

My v5.2 Launched Last Night.

It’s my most powerful framework yet and was actually built on Fable 5 and prompted into GPT (as an engine for the members)

It’s the likely the final update from me for AI UGC.

$1 and 10 minutes for this video below. I didn’t gate-keep anything.

[Nick Theriot @nicktheriot_]

https://t.co/RCN90GhXgJ

[Mike Futia @mikefutia]

I just built a $10K/month creative strategist inside Claude Code 🤯

Give it your competitor Facebook page URLs → it scrapes their ads, watches every video with AI, and delivers a data-backed creative brief with 10 ad concepts in your brand voice.

All inside Claude Code.

Perfect for DTC brands and agencies whose "creative research" is still a media buyer with 40 tabs open and a Google Doc full of screenshots.

If every new campaign starts the same way —

scrolling the Meta Ad Library ad by ad,

re-watching the same UGC video to reverse-engineer the hook,

pasting notes into a brief nobody reuses,

then writing 10 concepts from a blank page...

This system eliminates the entire loop:

→ Apify scrapes your competitors' active ads from Meta Ad Library (video + image)
→ Downloads every creative asset locally
→ Gemini watches each video and breaks down the hook, angle, visual format, copy framework, CTA, and emotional trigger
→ Runs the full batch and surfaces the patterns repeating across 3+ ads
→ Claude writes 10 ad concepts on the proven mechanics, matched to your brand voice

No scrolling the Ad Library.
No screenshotting ads into docs.
No guessing which hooks actually work.

What you get:

→ A 7-dimension breakdown of every competitor ad
→ A pattern report showing which hooks, formats, and triggers keep repeating
→ 10 ready-to-brief concepts traced back to real competitor data
→ A reusable pipeline — new competitors, new brief, same system

The research that eats your team a full day now runs in 15 minutes for ~$3 in API costs.

Built 100% in Claude Code with Apify + Gemini.

I put together a full playbook showing how to build the whole thing step-by-step from scratch.

Want the playbook for free?

> Like this post
> Comment "ADS"

And I'll send it over (must be following so I can DM)

[KingWilliam @kingwilliam_]

https://t.co/gTEzA9vLxY

[OpenRouter @OpenRouter]

Introducing the Fusion API, the smartest compound model in the market.

Fusion achieves Fable-level intelligence at half the price.

How it works 👇

[Anuj @anujcodes_21]

🚨Anthropic just showed a 24-minute workshop on how to actually do prompts for Claude.

Taught by the people who built it.

Free. No registration. No paywall.

I've seen $300 courses that don't cover what they teach in the first 8 minutes.

Watch it and bookmark it now.

[GREG ISENBERG @gregisenberg]

Fable is banned. Long live local AI.

Full episode breaking down exactly how to get good at local models. the runtime, the hardware, quantization, connecting it to Hermes agent and local AI startup ideas (25 minutes)

[Codez @0xCodez]

https://t.co/eJB3TgyJwV