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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 просмотров • 1 месяц назад •via X (Twitter)

Комментарии: 56

Фото профиля Wall Street Mav
Wall Street Mav1 месяц назад

right 🤣🤣🤣

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

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

Фото профиля Jaymin Shah
Jaymin Shah1 месяц назад

realistically how much would this save my 15 person agency?

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

the only way to find out is to try it out

Фото профиля aaron
aaron1 месяц назад

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

Фото профиля Anuj Jhunjhunwala
Anuj Jhunjhunwala1 месяц назад

Let's go!! everyone needs this ASAP

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

yeaaah, get in lineee

Фото профиля pmm nij
pmm nij1 месяц назад

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

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

same. built a whole company out of this rage

Фото профиля Liam Naughton
Liam Naughton1 месяц назад

@prit4k So awesome!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

@prit4k omg ty

Фото профиля Abel
Abel1 месяц назад

@merge_api Let’s goo!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

@merge_api we rollin!

Фото профиля Aakash Gupte
Aakash Gupte1 месяц назад

WOOOOO!!! This is awesome!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

ty sweet sweet aakash

Фото профиля Tim Bourcier
Tim Bourcier1 месяц назад

WOOO incredible work - congrats team!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

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

Фото профиля HENRY NORRIS
HENRY NORRIS1 месяц назад

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

Фото профиля Amy Leung
Amy Leung1 месяц назад

so excited for this!!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

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

Фото профиля matt
matt1 месяц назад

HUGE Launch!!! So proud of the team

Фото профиля Lanna
Lanna1 месяц назад

woooo!!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

woop!

Фото профиля Victoria
Victoria1 месяц назад

so excitinggg

Фото профиля Jeanelle Wu
Jeanelle Wu1 месяц назад

go team!!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

:)

Фото профиля Matt Linehan
Matt Linehan1 месяц назад

legit every company needs this

Фото профиля Pritak
Pritak1 месяц назад

I need this ASAP to sync my Claude and Codex

Фото профиля Nishka Chotai
Nishka Chotai1 месяц назад

every team needs it!!!

Фото профиля Sean D Kim
Sean D Kim1 месяц назад

Wooo!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

lesgoooo

Фото профиля Chubby♨️
Chubby♨️1 месяц назад

Congrats :)

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

thank yew

Фото профиля Trisha Raghuram
Trisha Raghuram1 месяц назад

Lets gooo!!!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

LETS GOOOO

Фото профиля Sarah Mazur
Sarah Mazur1 месяц назад

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

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

@merge_api you know that's right!!

Фото профиля Ali Tekin
Ali Tekin1 месяц назад

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

Фото профиля Alex Groberman
Alex Groberman1 месяц назад

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.

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

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

Фото профиля Austin Lenz
Austin Lenz1 месяц назад

This is next level

Фото профиля Patrick Tuohy
Patrick Tuohy1 месяц назад

@merge_api 🔥🔥

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

@merge_api ty ty!

Фото профиля jw
jw1 месяц назад

thank god fr

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

ikr

Фото профиля Jaclyn Mack
Jaclyn Mack1 месяц назад

Incredible!!!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

no u!

Фото профиля Kyle
Kyle1 месяц назад

Wowowooww

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

i know kyle

Фото профиля Nathan
Nathan1 месяц назад

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

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

you're welcome

Фото профиля Matt Mittleman
Matt Mittleman1 месяц назад

Huge release, lets go TEAM!

Фото профиля Shensi Ding
Shensi Ding1 месяц назад

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

Фото профиля Bexel Initiative - Let's Talk Amendments!
Bexel Initiative - Let's Talk Amendments!1 месяц назад

👍

Фото профиля Prasanna Surianarayanan
Prasanna Surianarayanan1 месяц назад

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

Фото профиля Machina
Machina1 месяц назад

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

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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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