Kojo Osei

Ayan Barua Verified account @ayanb · Oct 6

Your AI is vaporware without deep integrations with your customers’ systems of record.

Introducing @WithAmpersand: integration infrastructure for enterprise agents.

We power 11x, Orb, and Square's ability to take agentic action in systems of record like Salesforce, SAP, NetSuite, and Workday.

Ask anyone serious about building AI and they’ll tell you:

- The SaaSpocalypse didn’t happen. The world depends on CRMs, ERPs, HRISs, and ITSMs.
- Your customers customized their deployments beyond recognition.
- Systems of record companies are basically monopolies. They never had to make their APIs and MCPs user-friendly.
- Docs don't explain half the weird edge cases you'll hit.
- One bad write can blow up your pilot or renewal.
- Once you finally get it working, someone changes a field and it breaks again.

The world's data lives in structured databases. AI needs a translation layer to work with it.

So, for your AI to truly transform the way enterprises work, you'll need deep integrations built for:
- scoped permissions
- bi-directional actions
- real-time speed for agents
- custom objects, fields, and workflows for each of your customers

We built Ampersand to power the future of software.

AI didn't trivialize writing integrations. It made them the critical path.

I believe that deeply, so I didn't make a launch video about Ampersand.

Instead, it's the best builders I know explaining just how big of a challenge this is.

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LM Studio @lmstudio · Aug 28

Introducing Auto Review for tool requests

Bionic uses AST parsing, command matching, and a reviewer subagent to auto-approve shell tool requests

In our team's internal use, ~82% of commands are approved before LLM review

lmstudio.ai/blog/how-auto-…

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LM Studio @lmstudio · Feb 25

Introducing LM Link ✨ Connect to remote instances of LM Studio, securely.

🔐 End-to-end encrypted
📡 Load models locally, use them on the go
🖥️ Use local devices, LLM rigs, or cloud VMs

Launching in partnership with @Tailscale

Try it now: link.lmstudio.ai

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