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Your codebase. Finally understood.
By you and your AI.

OpenTrace builds a live knowledge graph of your entire system — code structure, dependencies, runtime behavior — and connects it directly to Cursor, Claude Code, and Copilot via MCP. Your AI stops guessing. You stop cleaning up after it.

All your systems —
unified as one

OpenTrace continuously maps your code, runtime, and infrastructure into a living knowledge graph that AI agents and engineers can query instantly.

Automated Architecture Mapping

Continuously scans your repositories, services, classes, and dependencies in real-time via Git commits. No manual diagramming — your architecture documentation stays alive.

Code Infrastructure Observability Data Issues payments-api checkout.ts stripe.ts CheckoutHandler processOrder() chargeCard() prod-us-east payments payments-v3 payments-svc payments-api POST /checkout db.query /api/checkout PostgreSQL orders customers line_items Payments PAY-1234 TimeoutError

Pre-Deploy Impact Analysis

Before you ship, know the blast radius. OpenTrace maps every downstream dependency so you can deploy with confidence.

200x more frequent deploys with system context

Ask, Don't Dig

Query your entire system in natural language. No more code archaeology — get answers about dependencies, data flows, and ownership in seconds.

Which services touch PII data?
Found 3 services handling PII: user-service, billing-api, and notification-svc via the email template engine.

Pattern Detection

Identifies architectural anti-patterns, circular dependencies, and weak links before they cause incidents.

Real-Time Topology

Live service maps that reflect your actual running infrastructure — not a stale diagram from six months ago.

Unified Knowledge Graph

Code, runtime, infrastructure, and tickets — all connected in one queryable graph that AI agents can leverage.

Built on layers of truth

Three interconnected layers that give AI and engineers a complete picture of your system.

01

Code Layer

Continuously maps repositories, services, classes, and dependencies in real-time via Git commits. Understands not just what your code is, but how it connects.

GitHub GitLab Bitbucket
// Auto-detected dependency graph
payment-api
  ├── imports auth-middleware
  ├── calls user-service/v2
  ├── queries billing-db
  └── emits payment.completed
02

Runtime Layer

Unifies deployments, traces, logs, infrastructure state, performance metrics, and tickets into a single operational view. See what's actually happening, not what should be.

AWS GCP Azure Kubernetes Datadog Grafana
Latency p99 42ms -12%
Error Rate 0.02% -8%
Throughput 14k/s +23%
Services 47 stable
03

Context Layer

Links code and runtime data into a unified knowledge graph, providing actionable system insight to AI tools and engineers. The connective tissue that makes everything queryable.

Claude Linear Jira Slack
Code Traces Deploys
Logs Tickets Metrics Infra

Reviews that actually
know your code

Most AI code reviewers only see the diff. OpenTrace sees the full picture — every dependency, every downstream consumer, every production metric behind the code you're changing.

  • Blast radius detection Automatically maps which services, endpoints, and data flows are affected by a change
  • Runtime-aware feedback Surfaces latency, error rates, and traffic patterns for the code paths you're modifying
  • Architectural context Understands ownership, deprecation plans, and historical incidents — not just syntax
Try Now
payments/checkout.ts 3 services affected
42 - const timeout = 5000;
42 + const timeout = 15000;
OpenTrace

This timeout change affects billing-api, order-service, and notification-svc. Current p99 latency for this path is 3.2s — increasing to 15s may mask upstream failures. Last incident on this path: 12 days ago (PAY-1847).

90% of enterprise engineers will use AI coding assistants by 2028 Gartner
40% of new enterprise software built with vibe-coding techniques by 2028 Gartner
200x more frequent deploys with deep system context Google Cloud DORA Report
3x fewer failures with architecture-aware deployments Google Cloud DORA Report

Connects to your entire stack

From source control to observability, OpenTrace plugs into the tools you already use.

Source Control

Indexes code, PRs, and dependency graphs across your repositories in real time.

GitHub
GitHub
GitLab
GitLab
Bitbucket
Bitbucket
Infrastructure

Maps deployments, services, and infrastructure topology as they run.

AWS
AWS
Kubernetes
Kubernetes
Observability

Connects spans, traces, and logs back to the code and services that produce them.

Grafana
Grafana
FusionReactor
FusionReactor
Tempo
Tempo
AI & Workflow

Surfaces messages, tickets, and decisions — and gives AI agents direct access via MCP.

Slack
Slack
Linear
Linear
Claude
Claude
Codex
Codex
Gemini CLI
Gemini CLI
MCP
MCP

From chaos to clarity

Ship Complex Changes

Large refactors and migrations become data-driven. Know the blast radius before you push — not after the pager goes off.

Velocity Without Blind Spots

Eliminate manual code archaeology. Turn days of investigation into seconds with instant system queries.

Reduce Operational Incidents

Identify weak links and failure chains before they cascade. Your architecture becomes a living safety net.

Ready to give your AI agents
system-level awareness?

Join the waitlist for early access. Be among the first teams to ship with full architectural context.

No credit card required. We'll reach out when your spot is ready.