The Production Context Engine

One source of truth. Zero-touch instrumentation. Insights for humans and AI agents. Four products for four personas.

For Developers

KarmaLens

Production intelligence, right where you code.

Brings production truth into your IDE. See dead and dormant code, method frequency, performance hotspots, and execution paths — overlaid on your code. 100% of traffic. Not sampled.

Supported JetBrains (IntelliJ) VS Code

Dead & dormant code identification

Deterministic, based on real traffic

Method call frequency

Distinguish hot paths from rarely-used code

API call frequency

Which endpoints are live vs. effectively dead

Performance hotspots

High latency or error methods, flagged in-editor

Execution path tracking

How code actually runs in production

For Architects & Platform Teams

KarmaDomain

See how your software actually connects and behaves.

The live graph of your production systems. Microservices, APIs, databases — connected in real time. Unlike traditional tools that show service-to-service, KarmaDomain shows API-to-API level dependencies. Every connection based on 100% production traffic.

API-level dependency graph

Deeper than any observability tool

Fan-out analysis

Blast radius of any service, instantly

Multi-hop tracing

Across queues, threads, sync and async systems

Golden signals & distributions

Not just averages

System evolution timeline

Detect architectural drift over time

Deterministic fan-out mapping

Every downstream call, every query

For Engineering Leadership

KarmaPulse

Know what needs attention. Act with confidence.

The operational command center for your engineering org. KarmaPulse surfaces the most important issues and the specific actions to fix them.

API health dashboard

Failing, slow, or drifting APIs, prioritized by impact

Dead code hotspots

Services with maximum dormant code, safe to retire

Error drift tracking

Week-over-week regression detection

Deployment error analysis

Errors correlated to specific deploys

KarmaPulse AI

Automated RCA with BYOK model support

Real test coverage

Which tests exercise production-relevant paths

For AI Agents

KarmaIQ

Give your AI agents the ground truth from production.

MCP server that provides production context to AI coding agents. A blended view from service-to-service, to API-to-API, to method-to-method. Trace entire requests across multiple services. Debug issues. Reduce MTTR. Ground AI-generated code in reality.

Works with Cursor Windsurf GitHub Copilot Claude Custom agents

Blended multi-level view

Service → API → method, seamlessly

Code understanding & debugging

Real production context for any codebase

Deterministic RCA

100% data, not hallucinations

MTTR reduction

Trace failures across services and methods in minutes

BYOK model support

Use your own LLM keys

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/products/.md

CodeKarma product map

# One production context engine, four product surfaces

> CodeKarma exposes production intelligence to developers, platform teams, engineering leaders, and AI agents.

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

## metadata

path
/products/

## KarmaLens — For developers

> Production intelligence inside the IDE: dead code, method frequency, performance hotspots, and execution paths.

  • Dead & dormant code identification: Deterministic, based on real traffic
  • Method call frequency: Distinguish hot paths from rarely-used code
  • API call frequency: Which endpoints are live vs. effectively dead
  • Performance hotspots: High latency or error methods, flagged in-editor
  • Execution path tracking: How code actually runs in production
refs: [KarmaLens](/products?mode=agent#karmalens)

## KarmaDomain — For architects and platform teams

> Live API-level dependency graph for fan-out, multi-hop traces, golden signals, and architectural drift.

  • API-level dependency graph: Deeper than any observability tool
  • Fan-out analysis: Blast radius of any service, instantly
  • Multi-hop tracing: Across queues, threads, sync and async systems
  • Golden signals & distributions: Not just averages
  • System evolution timeline: Detect architectural drift over time
  • Deterministic fan-out mapping: Every downstream call, every query
refs: [KarmaDomain](/products?mode=agent#karmadomain)

## KarmaPulse — For engineering leaders

> Operational action dashboard for API health, error drift, deployment regressions, dead-code hotspots, and RCA.

  • API health dashboard: Failing, slow, or drifting APIs, prioritized by impact
  • Dead code hotspots: Services with maximum dormant code, safe to retire
  • Error drift tracking: Week-over-week regression detection
  • Deployment error analysis: Errors correlated to specific deploys
  • KarmaPulse AI: Automated RCA with BYOK model support
  • Real test coverage: Which tests exercise production-relevant paths
refs: [KarmaPulse](/products?mode=agent#karmapulse)

## KarmaIQ — For AI agents

> MCP server and agent context layer for production-grounded code understanding, debugging, and RCA.

  • Blended multi-level view: Service → API → method, seamlessly
  • Code understanding & debugging: Real production context for any codebase
  • Deterministic RCA: 100% data, not hallucinations
  • MTTR reduction: Trace failures across services and methods in minutes
  • BYOK model support: Use your own LLM keys
refs: [KarmaIQ](/products?mode=agent#karmaiq)
Human Agent