@GilFeig

yelling at people to use more AI co-founder @merge_api

 San Francisco
merge.dev
Joined September 2009
  • Tweets1.7K
  • Following597
  • Followers2.3K
173Media
A few months ago I spoke at the AI Engineer World's Fair in SF on why your company needs a context graph. Connecting a few MCP servers won't tell your agent which customers were upset last week. Live API lookups can't search across that much data, so you need a synced copy for queries alongside live calls for simple lookups. Thanks @aiDotEngineer for having me. youtube.com/watch?v=cSz7aL2n…
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MCP this, API that. It doesn’t matter. I asked a complex question and saw 133 calls in 41 seconds, with rate limits on almost every one. Physics, not protocols, is the bottleneck. It's the reason context layers are all the rage.
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Gil Feig retweeted
Shensi Ding
@shensi5h
Replying to @merge_api
@merge_api for Workforce is now live on the Microsoft Marketplace! 🔪🔪🔪 marketplace.microsoft.com/en…
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Slack on the iPhone Duo is unreal
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Gil Feig retweeted
Shensi Ding
@shensiOct 22
Just onboarded one of the fastest-growing AI companies in the world onto @merge_api. We've made a lot of product bets over the past year, and it's incredible to see our team's hard work continue to pay off. ✨️
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First official evals ran on our Context Layer V2 product coming soon... Vs. using MCP alone: - accuracy gains of ~40% - latency reduction by ~30% - cost savings of nearly 50% It's insane what a tiger team can accomplish
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Non-flying cars and MCP are both dead
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Phone cases are the AI slop of the physical products world
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world’s most obvious answer clickbait
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Reauth is what actually kills most integration migrations. Auto-link skips it: hand us a credential you already have, Merge creates the linked account directly, no consent screen. merge.dev
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Check it out: merge.dev/blog/unified-boots…

Migrate integrations to Merge Unified without asking your customers to re-auth

Create Merge Linked Accounts from OAuth credentials you already own to seamlessly migrate customers

merge.dev
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It’s amazing using AI products and instinctively knowing how they all work since we’ve all obsessively followed each AI improvement since ChatGPT dropped
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fish can’t breathe on land gill issue
aaron
@punchabirdOct 10
splattered ink on parchment quill issue
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Gil Feig retweeted
Merge
@merge_apiOct 8
Which model uses MCP tools best? We tested 6 models on the same 30 multi-step tasks, using real MCP servers in Claude Code. Frontier models like Opus 5.5 led on completion and speed but open models like MiMo cost 87% less per attempt. How much is Opus’s lead actually worth? 🧵
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In China, robots in factories were supposed to increase economic output, but they displaced workers, and thus income and consumption decreased. Now their humans AND robots are unemployed. Is AI going to follow a similar story for knowledge workers?
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The hardest part of putting an agent in production is giving it access without handing it the keys to everything. That work just got @Merge_api named one of @FastCompany's 7 next big things in foundational AI for 2026. Today, 1,700+ customers send 1B+ requests a day through Merge. Thank you Fast Company for the recognition! fastcompany.com/91612044/fou…
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Gil Feig retweeted
Merge
@merge_apiOct 6
Merge has been named one of @FastCompany's 7 Next Big Things in Foundational AI for 2026! Agents are only as good as the data they can reach. Merge is the layer that connects them to tools like @Salesforce, @Workday, and @GitHub, while keeping access secure. Check it out: fastcompany.com/91612044/fou…
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We're looking for an AI pilled PM to join the team and work directly with me on owning our newest initiatives. Apply if you're perpetually on X, curious about the latest tools, and want to build without barriers for some of the world's largest enterprises and AI companies.
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DM or reply and let's chat
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