Production
Intelligence
for the AI Era

Writing code is no longer the bottleneck. Understanding how systems actually behave in production is. CodeKarma maps production behavior directly to code.

Do you know?

More than half of your
code is dead or dormant Retired features Untaken paths Services nobody
calls anymore.

IntelliJ-style IDE with CodeKarma dead-code insights
72 @Override
73 public Order getOrderById(Long orderId) {
74 // Find order
75 Order order = mockOrders.stream()
76 .filter(o -> o.getId().equals(orderId))
77 .findFirst()
78 .orElse(createMockOrder(orderId));
79
80 String orderType = order.getType();
81
82 // Branch based on order type with different latencies and errors
83 switch (orderType) {
84 case "virtual":
85 processVirtualOrder(order);
86 break;
87 case "physical":
88 try {
89 processPhysicalOrder(order);
90 } catch (Exception e) {
91 System.out.println("Physical order processing failed: " + e.getMessage());
92 fallbackOrderHandler(order);
93 }
94 break;
95 default:
96 handleUnknownOrder(order);
97 }
98
99 OrderUtil.enrichOrder(order);
100 return order;
101 }
102
103 private void processVirtualOrder(Order order) {
104 System.out.println("Processing virtual order: " + order.getId());
105 generateLicense(order);
106 sendUserEmail(order);
107 createAuditLog(order, "virtual_processed");
108 order.setStatus("COMPLETED");
109 }
110
111 private void processPhysicalOrder(Order order) {
112 System.out.println("Processing physical order: " + order.getId());
113 validateInventory(order);
114 estimateShipping(order);
115 dispatchToVendor(order);
116
117 // Simulate error for every 5th order
118 if (order.getId() % 5 == 0) {
119 throw new RuntimeException("Inventory service failure for order: " + order.getId());
120 }
121
122 order.setStatus("PROCESSING");
123 }

Retired features.
Untaken paths.

Services nobody
call anymore.

Your engineers can't confidently tell which is which, and neither can your AI. CodeKarma shows what runs in your production Schedule Demo

The Platform

One truth.
Four products.

From developers and managers to VPs and AI agents — production intelligence for every role.

Why CodeKarma

Measurable impact
from day one

Productivity increase chart

40–60% productivity increase

Production-aware development eliminates guesswork. Insights directly in the IDE.

Early detection incident reduction chart

5–10% fewer incidents

Behavior regressions caught before deployment. Hidden cascades flagged in planning.

Dead code detection

Up to 60% dead code found

Deterministically identified. Based on real production traffic. Not estimates.

Alert noise reduction

80% less alert noise

Correlated root cause analysis. One signal, not a hundred alerts.

Real-time production mapping

Real-time production mapping

Every line of code linked to live production behavior. See exactly what runs, how often, and where it matters.

AI-native workflow integration

AI-native workflow integration

Production context flows directly into AI coding assistants. Smarter suggestions grounded in how your system actually behaves.

Integrations

Zero friction.
Any stack. Any cloud.

Languages

Java Java 8+
Go Go
Python Python
.NET .NET

Clouds

AWS AWS AWS
GCP GCP
Azure Azure Azure

Databases

MySQL MySQL
Postgres Postgres Postgres
MongoDB MongoDB
DynamoDB DynamoDB DynamoDB
Redis Redis Redis
Cosmos Cosmos Cosmos
MariaDB MariaDB
HBase HBase
Elastic Elastic

Queues

Kafka Kafka
Pulsar Pulsar
RabbitMQ RabbitMQ
SQS SQS
SNS SNS SNS

Infra & Protocols

Kubernetes Kubernetes
HTTP/S HTTP/S HTTP/S
gRPC gRPC gRPC

IDEs & AI Tools

JetBrains JetBrains
VS Code VS Code
Cursor Cursor
Windsurf Windsurf
Copilot Copilot
Claude Claude
Custom Agents

Security

Security first.
Always.

Learn more

BYOC

All data stays in your cloud. Your perimeter. Your control.

SaaS

Managed by CodeKarma. Enterprise-grade. No infra overhead.

SOC 2 Type 2

Independently audited. Continuously compliant.

No data captured

No PII. No payloads. No request bodies. Behavioral telemetry only.

Contact

Let's talk

Schedule a call:

Anantharam Vanchi Prakash

Anantharam Vanchi Prakash

Co-Founder & CEO
Schedule Call

Contact Us

codekarma.ai

curl codekarma.ai/.md

CodeKarma homepage for AI agents

# Production intelligence for humans and AI agents

> CodeKarma maps production behavior directly to code so teams and AI agents can understand what actually runs, what is dead, and what is risky to change.

links: [Schedule demo](https://cal.com/ananth-vanchi/30min)[View platform](https://app.codekarma.tech/)[Email](mailto:info@codekarma.ai)

## metadata

path
/
default_mode
human
agent_mode
structured site summary

## What CodeKarma does

  • Connects runtime production behavior to source code and APIs.
  • Identifies dead, dormant, hot, slow, and risky code paths from real traffic.
  • Feeds production context into humans in the IDE and into AI agents through KarmaIQ.

## Core products

  • KarmaLens: IDE plugin for production-aware development.
  • KarmaDomain: API-level dependency and system topology graph.
  • KarmaPulse: operational dashboard for issues, drift, and RCA.
  • KarmaIQ: MCP server that gives AI agents production context.
refs: [Products](/products?mode=agent)[KarmaIQ](/products?mode=agent#karmaiq)

## Why it matters

  • AI can write code faster, but needs production truth to change systems safely.
  • Engineering teams need deterministic signals instead of noisy observability dashboards.
  • Production behavior becomes the shared context for developers, managers, and agents.
Human Agent