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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. <a target="_blank" href="https://x.com/jparappally1/status/1904907159290150942" color="blue">x.com/jparappally1/s…</a>
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. <a target="_blank" href="https://x.com/zack_field/status/1905242257621418403?s=46&t=nhw3wfIUV4eIvv4IlYC2LA" color="blue">x.com/zack_field/sta…</a>
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. <a target="_blank" href="https://x.com/rakesh_nori/status/1904958379996348719" color="blue">x.com/rakesh_nori/st…</a>
@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. <a target="_blank" href="https://x.com/shevchenkoaalex/status/1904992412960796942" color="blue">x.com/shevchenkoaale…</a>
@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. <a target="_blank" href="https://x.com/rolandtshen/status/1902440914343092662" color="blue">x.com/rolandtshen/st…</a>