Siddharth Mandala

ceo at evolved

[Addy Osmani @addyosmani]

https://t.co/hIe0UX7z6T

[zack @zackpaid]

i've been testing Higgsfield MCP + the NEW Claude Opus 4.8 to generate ALL our Meta ads creative inside 1 conversation...

and it has been ABSOLUTELY cooking

so i've decided to document the ENTIRE workflow...

covering the setup, market research, image gen, animation, copy, and 7-day test campaign structure to take a Meta ads creative batch from 0 to launch in a single afternoon as a service based business (agency, firm, brick and mortar, consultant, etc)

here's what's included inside the guide:

→ Higgsfield MCP setup in 5 minutes (https://t.co/xMyAvg7v9p integrations → paste mcp URL → authorize. 30+ image and video models inside one Claude chat)

→ phase 1, market research + angle development (master brief prompt that returns 7 ad angles ranked by differentiation, top 3 expanded into 3 hook variations each)

→ phase 2, image generation with ChatGPT Images 2.0 (3 variations per angle in under 90 seconds. model selection table covering ChatGPT Images 2.0, Soul 2.0, Nano Banana Pro)

→ phase 3, scroll-stop animation with Seedance 2.0 (static image to cinematic motion loop. first 0.5s stops the scroll. one client hit 5.1% CTR week one... their highest-performing creative ever)

→ phase 4, the 4-variation copy stack (loss aversion, authority + specificity, contrarian, identity. 12 ready-to-test ad combinations from one session)

→ phase 5, 7-day test campaign structure (budget allocation, day 3 signal thresholds, day 7 kill and scale criteria, the 3 highest-probability winners to launch first)

all backed by $10M+ generated through Meta ads funnels for service-based businesses (and a legal funding client that we expanded from 8-12 to 40+ creative variations per month using this method... even finding 3 winners that scaled him to $89k/mo within 90 days)

like + comment "COOK" and i'll send it over

(must be following + RT for priority access)

[Kyan @kyanbuilds]

Guys it’s so easy

1. make an app
2. post tiktoks + reels
3. go viral
4. hire people to make tiktoks + reels
5. run paid ads on winners

It works every time

[Zach Yadegari @zach_yadegari]

I'm 19 years old.

At 16 I sold my unblocked gaming website for $100k.

At 18 I sold Cal AI while at $40M ARR.

Now, my co just hit $300K MRR a month after launch.

The most important lesson I've learned to be successful in consumer is to dumb everything down.

1) Demonstrate the value of your product in 3 seconds or less in any advertising material.

2) Write messaging as if you are talking to a 3rd grader.

3) Make buttons so obvious that you can't get lost.

The is the key concept that makes apps viral and also high converting.

[Arlan @arlanr]

LMAOOO we are going viral

[Brent CRO @Br3ntGbs]

This brand went from 36k monthly visitors to 277k

Running 233 Facebook ads and 200 Google ads

[Mr. Buzzoni @polydao]

> do you understand what iPhone + Mac mini + Claude Code means
> your AI agents run 24/7 at home
> you monitor and control them from your pocket
> from anywhere in the world
> not a chatbot you open and close
> a system that works while you live your life
> this is the demo 👇

[Atal @ZabihullahAtal]

Stanford just released a 1.5-hour lecture on “LLM Architecture.”

This is the exact thing systems engineers at Anthropic and OpenAI require to understand at a deep level.

Give it some time.

This might be the highest-ROI learning you do this month.

[Noisy @noisyb0y1]

A regular American developer bought $1,400 worth and stacked seven Mac Minis on top of each other and connected them with metal cables.

Neighbors thought he was building a mining server. His wife thought he'd lost his mind. He just didn't want to pay $15,000 a month for a dev team.

On the screen - a diagram. Seven Mac Minis connected via Ethernet working as one machine. EXO framework distributes tasks between them automatically. 11.44 TFLOPS each. Together - more than most cloud servers that companies pay thousands for every month.

He paid $1,400 for the hardware once.

38 agents from GitHub, 156 skills. A system that learns from session to session and in two weeks writes code just like he does - but seven times faster because it runs on seven machines in parallel.

A task that took a junior dev 10-12 hours - the tower closes in 20 minutes.

One founder with this setup ships a product like a team of eight people.

For $20 a month instead of $120,000 a year.

This 7 Mac Mini setup helped him win the Anthropic hackathon and make $26,000 without a team.

[Ruben Hassid @rubenhassid]

Stop bookmarking 50 guides you'll never read.

You can skip all of it with these 15 free guides:

Claude 101: https://t.co/jw2qdIcjnh
Claude Code: https://t.co/UgE9xBXVbE
Claude Skills: https://t.co/6cHYYfjXEA
Stop prompting: https://t.co/j1LATSJiat
Claude in Excel: https://t.co/mfcXYSACWR
1M followers with AI: https://t.co/jZwxZr4ZhU
Claude for your team: https://t.co/qxlcqhf8bM
No prompt saves you: https://t.co/SDKJWylftC
AI Slides (PPT in 2026): https://t.co/L0bPMgXci6
Set up Claude Cowork: https://t.co/uWTpOI3Woc
Claude to sound like you: https://t.co/99RzxXU3p0
Claude interactive charts: https://t.co/ebCHGZqOF1
Claude as your computer: https://t.co/TxYuHPjgbV
Claude Cowork + Project: https://t.co/Q7AN9CZAbO
Set up AI before prompting: https://t.co/pE3OF72A04
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[Viktor Oddy @viktoroddy]

Claude Design is insane.

❤️‍🔥Just recorded a 18-min tutorial on how to build animated, award-winning websites with Claude Design + Opus 4.7!

[Khairallah AL-Awady @eng_khairallah1]

In 14 minutes, this Anthropic engineer who wrote "Building Effective Agents" will

teach you more about making your AI Agents actually work together than everything you've scrolled past this year.

Watch it and Bookmark it now.

[Charly Wargnier @DataChaz]

ANTHROPIC LITERALLY JUST HANDING US THE BLUEPRINT🤯

Their new 33-page guide on Claude Skills is the cheat code.

Make sure to bookmark this before it gets lost in your feed.

Link in 🧵↓

[Dhaval Makwana @heyDhavall]

Instead of watching Netflix tonight, watch this 2-hour Stanford lecture.

You’ll learn more about how ChatGPT, Claude, and other LLMs are built than most people at top AI companies learn in years.

[Siddharth Mandala @dharthx7]

@ssaaammiirr built a skin cancer detection algorithm acquired by the canadian govt. I understand how to build high stakes retention focused health app. dming you.

[Siddharth Mandala @dharthx7]

@m_goes_distance Peptides are demand without infrastructure. Every founder wants personalized protocols but there's no biological intelligence or an operating system for health to optimize, track, and iterate. That's the real bottleneck.

[BuBBliK @k1rallik]

https://t.co/R03Wr4HqOR