Choy Robin
46 posts

Choy Robin
@ChoyRb
Founder with an unhealthy interest for vertical B2B SaaS. Investor in 100+ startups w/ Batch Ventures (Starcloud, Mastra, Conductor, etc.)
San Francisco Katılım Haziran 2011
262 Takip Edilen1.3K Takipçiler

Today we're launching Airbyte Agents.
We built this product to solve the discovery problem for production-grade agents. Every API assumes you already know what you want to query. Endpoint, object ID, fields, etc.
Agents start one step earlier. They need to discover which entities matter before they can fetch or act.
That discovery gap is where most agent architectures break. The Context Store closes it. Pre-materialized business data.
Up to 80% fewer tokens. 40% fewer tool calls.
Deployable via MCP, Python SDK, or our no-code builder (in research preview). 50+ open source agent connectors for the most popular tools, with more coming each week.
We’re early, and the product is getting better every week. We can’t wait for you to test it!
youtube.com/watch?v=xvzIUN…

YouTube
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@MichelTricot Let's gooo Michel Jean congrats! Excited to try this out!
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i've been testing the new Higgsfield MCP connector to generate ALL our google ads creatives inside a normal Claude project
and results have been absolutely INSANE
so i've decided to document the ENTIRE system...
covering the setup, workflow, and ready-to-run templates to generate visuals for shopping, display, demand gen, shorts, and long-form youtube ad campaigns in SECONDS inside Claude
here's what's included inside the guide:
> 3 paths to connect Higgsfield MCP to Claude
(Claude Cowork, Claude Code with JSON config, Python for automation)
> phase-by-phase workflow:
product photography → video generation → asset organisation > campaign deployment
> 10 animation templates
covering supplements, pet care, skincare, fitness, collagen, and home goods
> batch generation prompt
builds a full asset package in one session
> the prompt feedback loop
turning one winning format into 40+ proven variants
> monthly calendar:
week-by-week production schedule to sustain creative velocity
all backed by everything i learned after generating $20M+ for ecom brands at my google ads agency.
and for 24h, it can be ALL yours for free
like + comment "GUIDE" and i'll send it over
(must be following + RT for priority access)

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Claude Cowork + Meta Ads is absolutely wild 🤯
I built an AI creative system that does what most ad teams can't.
Every AI model I tested fell flat on ad creative.
Generic hooks, surface-level angles, zero understanding of what actually converts on Meta.
Then I got inside Claude Cowork.
12 hours later I had a full system dialed in for paid social creative.
Here's what it does:
→ Analyzes your best ads and tells you exactly why they're winning
→ Generates fresh angles segmented by buyer awareness level
→ Writes first lines engineered to stop the scroll on Meta
→ Builds execution-ready briefs your creative team can run with immediately
→ Flags when your current ads are going stale and suggests pivots
All inside one Claude Cowork workspace. No plugins. No extra tools.
Here's who this is for:
DTC brands and agencies where one person is the creative strategy bottleneck.
→ Your strategist is buried in Ads Manager pulling reports instead of generating angles
→ Briefs sit in a queue for days waiting on their next analysis pass
→ Every "what should we test next" decision flows through one human brain
→ The team can produce creative faster than the strategist can direct it
This system removes the bottleneck.
The pattern recognition, the angle generation, the brief writing — all the work that used to live in one person's head now runs inside Cowork in an afternoon.
I packaged the whole thing into 50 ready-to-use prompts across 5 categories:
→ Winning Ad Analysis
→ Angle Generation
→ Scroll-Stop Hooks
→ Creative Brief Builder
→ Ad Refresh & Fatigue Prevention
Copy, paste, run.
Want access for free?
> Like this post
> Comment "COWORK"
And I'll send it over (must be following so I can DM)
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@eCom_Amin Pretty nuts yes, I love how deep it's embedded in the Claude UI too
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this is genuinely one of the most insane things to happen for ecom advertisers in a long time
in my google ads agency, we can now sit inside claude, run your competitor research and market analysis on cowork, build your entire ad strategy, AND generate cinematic product images and videos for your google shopping, google display and youtube shorts ads
all without leaving the same conversation
kling 3.0, veo 3.1, sora 2, seedance 2.0, soul 2.0, 30+ models
all accessible through a single MCP connection
it even has marketing studio presets built in:
UGC ads, unboxing videos, product reviews, tv spots
claude does the thinking, higgsfield does the visual production, and we ship a complete ad campaign in one session for your brand
this is the kind of workflow that used to take 3 weeks of back-and-forth
now it's one afternoon
ecom creative production will never be the same
Higgsfield AI 🧩@higgsfield
Higgsfield MCP now connects to Claude! 🧩 The first way to generate visuals on Claude, powered by Seedance 2.0, GPT Images 2.0, Marketing Studio and Cinema Studio. Research on Claude. Polish your prompts. Generate ads, videos and brand content via the Higgsfield connector.
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we officially launched 8 days ago.
-> spoke on the phone with the cofounders of two 10B+ labs
-> got intro'd to the cybersecurity research team of (the best?) ai lab
-> 12 VCs in my dms (still not raising thought)
-> great researchers reaching out about hiring
bonus: got mentioned by @siliconmania
what a week.

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@levitijerina @_alissonryan I had the same thing on an account "is_ads_mcp_enabled: false", so yeah it's a Meta waitlist thing. Another person on my team made it work on a smaller account so I don't think it's a matter of spend
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@_alissonryan I'll keep checking in with it; I'm only about $5-10k/mo on spend, so I can imagine priority is going out to bigger accounts than us.
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Para a galera que não sabe como conectar o MCP oficial do Meta Ads ao Claude:
1. Copie esse link: mcp.facebook.com/ads
2. Acesse o Claude (Web, Desktop)
3. Vá em Conectores > Gerenciar Conectores > Adicionar Conector Personalizado
4. Cole o link (mcp.facebook.com/ads) na caixa "URL do servidor MCP Remoto"
5. Em seguida clique no botão para fazer o login com o seu Facebook, dê as devidas permissões.
6. E divirta-se.
Tem um total de 29 ferramentas, lista abaixo 👇
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Meta released their official MCP today, here's how you can get it to work on Claude:
- Go to Claude (web or Desktop)
- Settings > Connectors
- "add custom connector"
- Name: Meta Ads / Remote MCP server URL: "mcp.facebook.com/ads"
- Click connect and follow the authentication flow
You might see an error message "is_ads_mcp_enabled: false", that's because Meta (being Meta) explicitly described it as a progressive rollout to eligible advertisers. You just have to wait now!

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@binghott @sourfraser I've tried this use case this morning: look at top performers with Meta MCP (mostly statics), generate variations with Higgsfield, the animate. Results are pretty good. Just playing with it for now!
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@sourfraser It launched yesterday, haven't even gotten to play with it yet. Hoping to maybe upload some ads with it if I can!
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Choy Robin retweetledi

Both Meta and Higgsfield MCP's launched this week.
Meta -> Claude -> Higgsfield -> Claude -> Meta is now suuuuuper easy 😅😬
Great for both automations and for one-shotting new ads.
I think advertisers are about to see a ton of volatility, especially for the brands who don't (or can't) keep up...
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@ChoyRb hacker. $60k/mo on meta. building streamlined creative workflows
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If you're spending $10K–$100K+/mo on Meta, TikTok, LinkedIn or Google, this is for you.
I just started a private WhatsApp group called Paid Ads Hackers. 200 seats, 56 left.
It's split into focused rooms (B2B, E-commerce, Apps, Agencies & Consultants). You join the ones that match your business.
Who's in:
→ Startup CEOs/CMOs running $10K–$200K+/mo on Meta, TikTok, Google, YT
→ Agency owners managing hundreds of clients and millions/mo in spend
→ Adtech founders building the next generation of ad tools
One example from this week: a member running service-based ads on Meta shared they were stuck in CPM purgatory, and within hours had 6 people diagnosing their audience setup and offering specific fixes. Someone else shared how they automated creative briefing with Claude and cut production time in half. That's the kind of thing that surfaces daily.
The rules are short: I manually approve everyone, we're highly selective. English-only. No self-promotion (instant ban). What's said in the room stays in the room.
To join: Comment HACKER and let me know (1) your average monthly spend, (2) what you're working on👇
Must be following so I can DM you. Repost if you know someone who should be in this room!
I'll DM invites within 48h.
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Good on YC for being clear on that, from my experience all companies at YC demo day are directionally transparent (typically sharing what’s ARR/cARR/transactional on their demo day slides). Hopefully this will stay a clear market practice also in other incubators/accelerators.
I’ve seen a company selling $1M worth of physical product at an event the month before claiming it as $12M ARR (not Yc)…
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@ChoyRb Google Ads at $100K/mo is a different beast You need real operators, not gurus HACKER.
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