The context engine for agents
San Francisco, CA
Joined May 2020
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- Following538
- Followers5.7K
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Universal Context Layer is LIVE!!
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 gets passed over… why?
Merge fixes this:
All knowledge and memory across your entire company gets stored inside our context layer.
When someone on the org teaches Al, that skill lives across the entire organization instead of staying locked in their session.
Your AI runs faster, cheaper, and with more accuracy. You don’t have to switch systems, incur more costs, or retrain anyone on your team, Merge runs invisibly in the background.
Book a demo here: merge.dev/merge-for-workforc…
We're at booth 23 at @_odsc AI West in Burlingame through Wednesday. Come grab a hat and enter to win our Mac mini giveaway!
Booking a demo gets you two entries for the Mac mini on our table, and we'll draw the winner at the booth Wednesday at 3:10pm. You MUST be present to win.
Stop by for a demo and grab a "Context please" hat before they run out!
GPT-6.1 Terra from @OpenAI is now available on Merge Gateway.
Matches GPT-6 Astra at one-tenth the price per token, and finishes tasks over 3× faster on average than Astra and GPT-6.1 Sol.
Check it out: gateway.merge.dev
Merge retweeted
@merge_api for Workforce is now live on the Microsoft Marketplace!
🔪🔪🔪
marketplace.microsoft.com/en…
Catch @shensi's keynote at the Chief AI Officer Summit in Boston this Thursday and stop by our booth for our new hats and mac mini giveaway!xitter.cf/shensi/status/21147338…
Heading to Boston this Thursday for the Chief AI Officer Summit by the @AI_AInstitute!
I'll be giving a talk on how to build AI tools that employees actually want to use, so if you're going to be around, come say hi.
Event details: world.aiacceleratorinstitute…
This Thursday, Oct 29, we'll be at the Chief AI Officer Summit by @AI_AInstitute in Boston!
@Shensi will be giving a keynote on product thinking for workforce AI, and how to design AI tools that employees will actually use.
Event details: world.aiacceleratorinstitute…
Only four labs score above 50 on the Intelligence Index: @AnthropicAI (57.6), @Meta (55.8), @OpenAI (52.7) and @GoogleDeepMind (52.6).
The next-best lab, SpaceXAI with Grok 4.7, scores 46.5, 6 points lower. MiMo-V2.6-Pro (@Xiaomi) is the top open-weights model, just behind at 46.3.
Merge Gateway gives you every lab's best model through one API, so switching when the leader changes takes a config change.
Scores via artificialanalysis.ai, week of Oct 26.
Kimi K3.1 Pro from @Kimi_Moonshot is now available on Merge Gateway.
It's Moonshot's most capable open-weight model yet, with a 1M-token context window and full-project coding across Unreal, Unity, and Godot.
Check it out: gateway.merge.dev
We tested Merge's MCP connectors against the public MCP servers Google provides for Gmail, Calendar and Drive.
Merge gave agents 122 tools across the three, and Google's servers gave them 27.
Agents on Merge also hit tool errors in 15 runs (we're fixing!), compared with 28 on Google's.
Merge's connectors were also more reliable.
We ran every task 15 times on each server. On Gmail, agents hit tool errors in 1 run on Merge and 6 on Google's server. On Drive it was 0 on Merge and 7 on Google's.
Next Tuesday and Wednesday we'll be at ODSC (@_odsc) AI West in San Francisco, booth #23. Come by if you're connecting agents to the tools your customers already use.
Event details: odsc.ai/west/
Merge retweeted
I heard from @shensi that public MCP servers fail about 40% of the time.
When Merge benchmarked its tools against public MCP servers, it got 99.999% success versus roughly 60%. Most public servers are side projects nobody maintains. That's also why AI security hasn't had its big incident yet: the tools break before any data can leak.
00:00 Intro
01:42 Building Merge six years before AI
03:24 Rebuilding for agents on nights and weekends
04:53 How agents pick the right tool out of thousands
06:13 Agents only see what's on the menu
06:42 "It's irresponsible to be using AI without a DLP layer"
07:39 Merge for Workforce and model routing
09:16 Why most AI spend is in coding agents, not product
10:45 Why you can't vibe code critical infrastructure
12:00 Public MCP servers succeed 60% of the time
12:59 Is MCP the right protocol?
16:20 Why founders have to be in the discourse
18:30 "If you as the founder are not AI-pilled… that's the ceiling"
21:05 996, experience, and AI-pilled juniors
37:48 "Humans will become the blocker" to the singularity
39:04 The next 10 years of Merge
Watch the full episode of Navigators on YouTube, Spotify, and Apple Podcasts.
Merge retweeted
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.
✨️
We are at AGNTCon + MCPCon by @AgenticAIFdn!
Stop by booth 44 for a chance to win a Mac Mini and our new hats!
Today’s LiteLLM incident has teams taking a closer look at how they manage model access and API keys.
If you’re affected, rotating potentially exposed keys is an immediate priority. Longer term, having visibility and control across your AI traffic matters just as much.
Merge Gateway centralizes model access with policies, monitoring, and an audit trail, helping teams manage their AI infrastructure with confidence.
If your team is reviewing its setup, we can help.
gateway.merge.dev
We're heading to San Jose for AGNTCon + MCPCon North America (@AgenticAIFdn), October 22-23.
If you're building agents on MCP or getting them into production, come find us.
Event details: events.linuxfoundation.org/a…
