Niladri Sarkar
2.9K posts

Niladri Sarkar
@sarkarn
Wannabe saucier, practicing SEO since 2004, enjoy football, kettlebell, Playstation, tattoos, Korean movies, photography.🇮🇳
Bengaluru, India Entrou em Eylül 2009
945 Seguindo542 Seguidores

I don’t know about you, but I watch a lot of YouTube—movies, music, mini-painting… and keep getting “reaction” videos.
Now I’m convinced: reactors are becoming the most important creators—and their format is key for #AI #Search & #omnichannel.
Here’s why
iloveseo.net/investigating-…
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@gaganghotra_ Been happening for months. This one is rather cheap. Some “news” websites charge upward of $9000 for their bundle deal.
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Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: goo.gle/4bsq2qI
GIF
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Anthropic shipped Dispatch yesterday. I tested it for several hours.
It's not Cowork on your phone. It's a command center — you send instructions from mobile, Claude orchestrates real work on your desktop. One persistent thread, multiple parallel tasks.
The thing worth knowing: the Telephone Game.
The Dispatch orchestrator doesn't read your CLAUDE.md. It formulates task prompts on assumptions. Sub-tasks do read it — but by then, the prompt already carries imprecise framing.
Fix: mention CLAUDE.md in your Dispatch message. Don't assume it knows your setup.
Other gotchas:
- Pre-configure connectors on desktop first
- "Keep awake" must be on
- No file picker on mobile — describe the folder path
- Can't attach files yet — email them to yourself
Made this guide from my phone. Claude built it on my desktop while I was on the couch.

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Introducing the new @stitchbygoogle, Google’s vibe design platform that transforms natural language into high-fidelity designs in one seamless flow.
🎨Create with a smarter design agent: Describe a new business concept or app vision and see it take shape on an AI-native canvas.
⚡️ Iterate quickly: Stitch screens together into interactive prototypes and manage your brand with a portable design system.
🎤 Collaborate with voice: Use hands-free voice interactions to update layouts and explore new variations in real-time.
Try it now (Age 18+ only. Currently available in English and in countries where Gemini is supported.) → stitch.withgoogle.com
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👀 Wise local #SEO strategy
"Best places to exchange money" in city, country
And they have pSEOed this for so many cities and countries pairs.
- Wonder if they are going to get hit cuz of the Scaled Content Abuse spam policy?

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You know that feeling you get when the teacher doesn't show up?
Watch this.
Sorry @TheMarketingAnu @gregfinn & I destroyed your show @rustybrick
youtube.com/clip/UgkxlUVWs…
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How Exa built a production-ready deep research agent with LangSmith and LangGraph 👀
Exa, known for their fast, high-quality search API, has a deep research agent that delivers structured answers on the web -- no matter how complex the query. Powered by LangGraph, they've built a multi-agent system.
For Exa, one of the most critical LangSmith features was observability, especially around token usage.
"The observability – understanding the token usage – that LangSmith provided was really important. It was also super easy to set up." – Mark Pekala, Software Engineer at Exa.
This visibility into token consumption, caching rates, and reasoning token usage proved essential for informing Exa's production pricing models and ensuring cost-effective performance at scale.

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Today, we’re introducing Pomelli’s latest feature update, ‘Photoshoot’
With Photoshoot, you can start from a single image of your product and easily create high quality, customized product shots to elevate your marketing.
Available free of charge in the US, Canada, Australia & New Zealand! Get started with Pomelli today at labs.google/pomelli
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@lilyraynyc Please let this script run its course. It will be fun to read 🤣
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He is in the wrong profession. With Deepak Chopra now out of circulation, there is a niche that needs to be filled.
Sreemoy Talukdar@sreemoytalukdar
Rahul Gandhi: If India is going to put on the table... Then what do we put on the table? What we put on the table is... Our people (pause)... Their wisdom, what they do... Their likes, dislikes... Their imagination... Their fear
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Nitin Manchanda (@_nitman) recommends understanding how users search (video vs. text) and at what stage of their journey, then use competitor analysis and A/B testing to optimise content format for maximum engagement and improved rankings.
maj.to/4b6sIKN
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Heads-up! I saw this live yesterday before the announcement today. It's super-alarming and should be for all publishers. When you click "Show more" in the AIO, you are TAKEN OUT OF SEARCH and into just the AIO (you cannot scroll past the AIO to the search results). Then if you type a question in the "Ask anything" field, you are taken directly to AI Mode. This is not a great feature for any publisher ranking in the 10-blue links below the AIO. I'll provide some examples soon, but you can see the video below and in Barry's post.
Barry Schwartz@rustybrick
Google AI Overviews follow up questions jump you directly to AI Mode (plus Gemini 3 is the default now) - this will send less traffic to you and more traffic to Google's AI Mode searchengineland.com/google-ai-over…
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AI agents will be a big part of how we shop in the not-so-distant future.
To help lay the groundwork, we partnered with Shopify, Etsy, Wayfair, Target and Walmart to create the Universal Commerce Protocol, a new open standard for agents and systems to talk to each other across every step of the shopping journey.
And coming soon, UCP will power native checkout so you can buy directly on AI Mode and the @Geminiapp.

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