Windsurf + ClosedLoop AI

AI Coding Tools

Cascade builds features with real customer evidence

Windsurf is the AI-powered IDE with Cascade — an agentic coding assistant that can execute multi-step development tasks. When you connect ClosedLoop AI as an MCP server, Cascade gains access to real product intelligence. It can query customer pain points, check feature priorities, and pull signal data while executing complex coding workflows — building with customer context from start to finish.

Windsurf (by Codeium) is an AI-native IDE featuring Cascade, an agentic AI assistant that can plan and execute multi-step coding tasks. It supports MCP for connecting to external tools and data sources, enabling Cascade to access real-world context.

MCP server Cascade agent Agentic workflows Multi-file editing

Get Started Setup Guide

What Your Agent Can Do

Capabilities unlocked when Windsurf connects to ClosedLoop AI via MCP.

Agentic Development with Product Context

Cascade can execute multi-step tasks — planning, implementing, and testing. With ClosedLoop AI connected, each step can be informed by real customer signals. The agent checks what customers need before it starts building.

Multi-File Changes Guided by Feedback

When Cascade refactors across multiple files, it can check which components generate the most customer friction. Changes are prioritized by impact, not just technical debt.

Feature Implementation from Signals

Tell Cascade to implement a feature area and it queries ClosedLoop AI for the complete picture — what customers ask for, how often, and the revenue impact. The implementation reflects real demand, not guesswork.

Automated Spec Validation

Cascade can cross-reference implementation plans against customer signal data — validating that what you are about to build matches what customers actually need before writing a line of code.

Example Conversations

What it looks like when Windsurf queries ClosedLoop AI via MCP.

I'm building notifications. What do customers actually need here?

Two opposite problems: some customers get too many emails and turned notifications off entirely — they miss critical alerts. Others get too few and don't know things happened. The current toggle is all-or-nothing, which forces people to choose between noise and silence. What they want: per-channel control (email, Slack, in-app separately) with a 'critical only' option. One customer said: 'I turned off everything because I got 50 emails a day, and then I missed a payment failure alert.'

Opposing needs pattern

I'm touching the billing module. Where does it hurt the most?

Invoices are the pain — not the billing logic itself. Customers forward invoices to their finance team, who reject them because they're missing project breakdowns and cost center codes. The workaround: customers manually recreate invoices in their own template every month. What they want isn't a different invoice format — they want custom fields they can map to their internal accounting structure. One customer said: 'Your billing works fine, but my finance team has never seen one of your invoices because I rebuild them all in Excel.'

Shadow workflow

Where are people dropping off during onboarding?

The team invite step is where most people stall — not because it's buggy but because admins don't know what permissions to give yet. They want to try the product themselves first and add people later, but the onboarding flow pushes team invites early. The workaround: they skip the step, forget to come back, and end up as single-user accounts. What they want: 'Let me explore alone for a day before I invite my team.' One customer said: 'I wasn't ready to involve my team — I just wanted to see if this was worth their time.'

Premature commitment

We want to deprecate the old sync endpoint. Is that safe?

Not yet. Enterprise accounts built nightly data syncs around that endpoint — it's deeply embedded in their ETL pipelines. They chose it over the new one because the old endpoint supports cursor-based pagination, which their tools require. They don't care about the endpoint itself, but they need cursor pagination in whatever replaces it. One integration engineer said: 'We'll migrate happily as long as the new endpoint supports the same pagination pattern. Just don't break our nightly sync.'

Migration risk

Measurable Outcomes

What changes when Windsurf has access to product intelligence.

Cascade agent builds features informed by aggregated customer signals from the first step

Multi-file changes prioritized by customer impact, not just code quality metrics

Feature implementations validated against real customer demand before code is written

Agentic workflows enriched with product intelligence at every decision point

Customer quotes and impact data accessible during complex multi-step coding tasks

Solo developers and small teams get product context without needing a dedicated product manager

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Give Windsurf access to product intelligence

Connect ClosedLoop AI as an MCP server and start building with customer context.

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