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of your codebase

Give humans and agents complete context to understand, oversee, and evolve the world's largest, most complex codebases.

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The problem

A tidal wave of code is coming.
Code is growing faster than teams can understand or control it.

Agents see only fragments of the enterprise codebase, rebuilding context for each task. As agent adoption grows, that blind spot becomes inconsistency, missed changes, and risk at scale. This is where engineering teams lose control.

The solution

Take back control with complete codebase context

Sourcegraph indexes all of your repositories across the entire codebase, intelligently empowering agents with full context, driving improved outcomes. Execute the same task with dramatically different results.

Coding AgentAgent
Read models/user.go

I'll add a Role field to the User struct and update the store methods.|

Edit models/user.go — added Role string field
Edit database/user_store.go — updated Create/Update

Done! I've added:

  • Role field to the User struct
  • Updated Create and Update to persist the role
  • Added a GetByRole query method
You'll want to add a migration for the new column and update your auth checks.
What the agent missed
Auth middleware — no role check, any user can access admin routes
API response DTO — role never returned to clients
Audit logging — role changes not tracked, no compliance trail
/admin frontend routes — no guard, UI still accessible to all
Invite flow — new users created without a default role
4 integration tests — assert on user shape, will break
Coding AgentAgent + Sourcegraph MCP sg mcp
sg_keyword_search "User struct" across 2,847 repositories
Found 31 files referencing User across 7 layers
models/user.go
middleware/auth.go
api/dto/user_response.go
routes/admin/guard.ts
+27 more files

This is a cross-cutting change. Here's my plan:|

Plan 8 steps
Edit 12 files across 7 layers

Complete. All layers updated, tests passing. Full diff ready for review.|

Nothing missed
Auth middleware API response DTO Audit logging Frontend routes Invite flow Integration tests

Stripe makes their fleet of internal AI agents more effective with the Sourcegraph MCP server

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"Minions are connected to MCP… this is how they gather context: internal docs, ticket details, build statuses, and code intelligence via Sourcegraph search."

— Alistair Gray, Stripe
Sourcegraph

Understand.Oversee.Evolve.

The platform that gives you control of your codebase.

Code oversight. Keep up with what's changing. Understand system-wide impact before changes ship. Track patterns, monitor risk, and stay ahead of issues as code evolves.

Code Insights preview

Code Insights. Track migrations, adoption, and risk across your codebase over time.

Code Monitoring. Alert agents and teams when code changes.

Living Documentation. A continuously updated knowledge base of your codebase.

Codebase evolution. Execute changes safely and at scale. Making one change is easy. Making it everywhere, correctly, is not.

Batch Changes product preview

Agentic Migrations. Roll out updates, fix vulnerabilities, and refactor systems across all repositories with full control at scale.

Experimental

Built for Big Code

Trusted. Scalable. Enterprise-ready.

SOC2 Type II + ISO27001 Compliance. Your code and data stay secure.

Zero data retention. Your LLM inference is never stored beyond what's required and never shared with third parties.

Built to scale. Handles the world's largest monorepos and multi-repo architectures.

Enterprise authentication. SSO (SAML, OpenID Connect, OAuth), SCIM provisioning and lifecycle management, and RBAC for secure, centralized authentication.

Dedicated support. Account Managers + Support Engineers provide dedicated help.

Guide

The Sourcegraph guide to surviving Big Code

Discover 100 ways to understand, oversee, and evolve large codebases. This guide explores practical ways for navigating Big Code and keeping your team and agents in control.

Download guide
The Sourcegraph guide to surviving Big Code
PDF$codescalebench runcost/task▼ 30%exec speed▲ 38%retrieval▲ 2–3×

CodeScaleBench Report

Learn how Sourcegraph makes agents faster, cheaper, and more accurate.

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