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Introducing Merge’s Universal Context Layer. It substantially decreases token cost while increasing accuracy. Every company uses AI wrong: Say your designer makes a deck using Claude. They teach Claude your design systems and typography. Now a Marketing hire makes a deck. None of the information your designer taught Claude...

604,628 görüntüleme • 1 ay önce •via X (Twitter)

56 Yorum

Wall Street Mav profil fotoğrafı
Wall Street Mav1 ay önce

right 🤣🤣🤣

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

We go in depth on how Universal Context Layer works and how it shares information across all AI assistants

Jaymin Shah profil fotoğrafı
Jaymin Shah1 ay önce

realistically how much would this save my 15 person agency?

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

the only way to find out is to try it out

aaron profil fotoğrafı
aaron1 ay önce

let's goooooo! incredibly proud to have been a part of this one

Anuj Jhunjhunwala profil fotoğrafı
Anuj Jhunjhunwala1 ay önce

Let's go!! everyone needs this ASAP

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

yeaaah, get in lineee

pmm nij profil fotoğrafı
pmm nij1 ay önce

so tired of always loading the same work context into my claude and codex over and over again this is going to be a game changer for teams

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

same. built a whole company out of this rage

Liam Naughton profil fotoğrafı
Liam Naughton1 ay önce

@prit4k So awesome!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

@prit4k omg ty

Abel profil fotoğrafı
Abel1 ay önce

@merge_api Let’s goo!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

@merge_api we rollin!

Aakash Gupte profil fotoğrafı
Aakash Gupte1 ay önce

WOOOOO!!! This is awesome!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

ty sweet sweet aakash

Tim Bourcier profil fotoğrafı
Tim Bourcier1 ay önce

WOOO incredible work - congrats team!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

not me getting emotional over the comment section but here we are

HENRY NORRIS profil fotoğrafı
HENRY NORRIS1 ay önce

finally, my chatgpt and claude wont feel like i'm starting from square 1 everyday!!!

Amy Leung profil fotoğrafı
Amy Leung1 ay önce

so excited for this!!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

same, texted gil "IT'S LIVE" 40 times today, he's stopped responding

matt profil fotoğrafı
matt1 ay önce

HUGE Launch!!! So proud of the team

Lanna profil fotoğrafı
Lanna1 ay önce

woooo!!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

woop!

Victoria profil fotoğrafı
Victoria1 ay önce

so excitinggg

Jeanelle Wu profil fotoğrafı
Jeanelle Wu1 ay önce

go team!!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

:)

Matt Linehan profil fotoğrafı
Matt Linehan1 ay önce

legit every company needs this

Pritak profil fotoğrafı
Pritak1 ay önce

I need this ASAP to sync my Claude and Codex

Nishka Chotai profil fotoğrafı
Nishka Chotai1 ay önce

every team needs it!!!

Sean D Kim profil fotoğrafı
Sean D Kim1 ay önce

Wooo!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

lesgoooo

Chubby♨️ profil fotoğrafı
Chubby♨️1 ay önce

Congrats :)

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

thank yew

Trisha Raghuram profil fotoğrafı
Trisha Raghuram1 ay önce

Lets gooo!!!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

LETS GOOOO

Sarah Mazur profil fotoğrafı
Sarah Mazur1 ay önce

@merge_api not only context sharing across employees, but also across harnesses!! so pumped for this!!!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

@merge_api you know that's right!!

Ali Tekin profil fotoğrafı
Ali Tekin1 ay önce

Gerçekten harika olmuş. Çalışanlar işlerini yaparken bağlam otomatik olarak güncelleniyor mu, yoksa birinin onu manuel olarak eklemesi ve güncel tutması mı gerekiyor?

Alex Groberman profil fotoğrafı
Alex Groberman1 ay önce

Congrats on the launch. I do think this is probably where lots of companies are headed. Teaching people better prompts only gets you so far if the AI has to relearn the company literally every single time someone opens a new chat.

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

yeah, better prompts are a workaround. this is the actual fix

Austin Lenz profil fotoğrafı
Austin Lenz1 ay önce

This is next level

Patrick Tuohy profil fotoğrafı
Patrick Tuohy1 ay önce

@merge_api 🔥🔥

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

@merge_api ty ty!

jw profil fotoğrafı
jw1 ay önce

thank god fr

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

ikr

Jaclyn Mack profil fotoğrafı
Jaclyn Mack1 ay önce

Incredible!!!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

no u!

Kyle profil fotoğrafı
Kyle1 ay önce

Wowowooww

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

i know kyle

Nathan profil fotoğrafı
Nathan1 ay önce

love it when my context doesn't get bloated, huge win!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

you're welcome

Matt Mittleman profil fotoğrafı
Matt Mittleman1 ay önce

Huge release, lets go TEAM!

Shensi Ding profil fotoğrafı
Shensi Ding1 ay önce

thank you, team's been heads down for this!

Bexel Initiative - Let's Talk Amendments! profil fotoğrafı
Bexel Initiative - Let's Talk Amendments!1 ay önce

👍

Prasanna Surianarayanan profil fotoğrafı
Prasanna Surianarayanan1 ay önce

Super useful feature which should help drive consistency across an org. Would be interesting to hear more about how users across different functions can leverage subtle variations of the same skill / workflow

Machina profil fotoğrafı
Machina1 ay önce

can you go into further detail about what this can do that Hermes can’t?

Benzer Videolar

THIS MIGHT BE THE #1 OPEN-SOURCE REPO FOR CLAUDE CODE RIGHT NOW. IT GIVES CLAUDE A MEMORY AND SLASHES YOUR TOKEN COST ON EVERY QUESTION The repo is safishamsi/graphify, a free open-source skill that turns any codebase into a knowledge graph Claude Code can read instantly. Instead of grepping through your files every session, Claude gets a map of how everything connects The problem it fixes: Every time you ask Claude Code about a big repo, it does the same thing, greps through dozens of files like a brute-force Ctrl+F, blows through your context window, and sometimes still misses the answer hiding in a file nobody searched. Claude Code has no memory of how your project is structured. Every session starts from zero What it does: It maps your entire codebase into a knowledge graph, capturing not just which files exist, but which functions depend on which, which modules are central, and which files cluster around the same concern. Claude queries the map instead of scanning files How it works, three passes: 1. Code structure, free and local. Tree-sitter parses your files and pulls out classes, functions, imports and call graphs. No LLM, no tokens, just your actual code mapped deterministically 2. Audio and video, if you have them. Transcribed locally and folded into the graph 3. Docs, papers, images. Here an LLM does semantic analysis, figuring out what each document means and where it fits. Only the meaning gets sent up, never your raw source It saves you money: Normally a question about a big repo makes Claude spawn explore agents that scan file after file, eating your context window and your token budget before you get an answer. With the graph already built, Claude queries the map instead of re-reading the codebase every time. Same answer, a fraction of the tokens. The graph only gets built once, then a hook rebuilds it after each commit for free, so you never pay that scanning cost again. The bigger the repo, the bigger the gap The best parts: it's a skill, so once installed Claude knows when to use it without you memorizing commands. It works on non-code folders too, point it at docs or notes and it can spin up an Obsidian vault How to add it to your Claude: 1. Install Claude Code if you haven't: npm install -g Paul Jankura-ai/claude-code 2. Add the skill: claude skill add safishamsi/graphify 3. Open your project folder and run /graphify . to build the graph 4. Optional, make it automatic: graphify hook install so the graph rebuilds after every commit That's it. Ask Claude about your repo and it reads the map instead of burning tokens on a file hunt Bookmark this

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56,568 görüntüleme • 4 ay önce