Our engineers have been building AI tools like CRAZY the past month...

Our engineers have been building AI tools like CRAZY the past month — already saving the whole team hundreds of manual hours.

Our mission is to save businesses time & money. That drive for efficiency starts with our culture.

Here are some highlights 🧵

Introducing Ramp’s MCP server, built by Junho Choi on our API team.

We turned our API into an SQL interface that developers can now query with @AnthropicAI's Claude — going from struggling over hundreds of data points to accurately analyzing tens of thousands of spend events.

Run complex analysis on data with a single sentence and build integrations by using natural language, or by delegating the integration entirely to AI agents and LLMs using SQL.

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Speaking of MCPs, Zack built an In-Context Learning with Postgres MCP.

This tool instructs the LLM in-context on how to handle "transaction aborted" errors so it will rollback as necessary to recover from them.


x.com/zack_field/sta…

Rakesh built this tool using Claude Code to gather context from @incident_io and pinpoint problematic code paths.

+ it works with Zack's MCP to create network effects where LLM agents can use multiple MCPs to replicate our manual incident triaging flows.


x.com/rakesh_nori/st…

@incident_io Alex built this Video Process Mining tool that converts Ramp process videos into descriptive maps in order to automate tasks.

Upload a video, ask a question, then the tool processes it with an LLM to provide a process map for engineers to dig from there.


x.com/shevchenkoaale…

@incident_io Roland built this AI Copy Editor that's saving our UX writing team countless hours, all while keeping everything on-brand.

His @figma plugin, AI code reviewer, and codebase auditor automatically enforce our style guide across design and engineering.


x.com/rolandtshen/st…