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10x Your Engineering Velocity with an Autonomous AI Colony

Karinja gives your team a fleet of agents running in cloud that help you build, verify and ship products at inhuman pace.

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Built for teams that want extraordinary output without giving up visibility, control, or security.

Compatible with leading models from frontier labs

Velocity Engine

Turn One Engineer Into
An Entire Delivery Lane.

Karinja gives your team a live operating surface for software delivery. Instead of waiting on one agent or one developer at a time, you launch multiple coding sessions in parallel and push more work forward at once.

Every session runs in its own sandbox with shared context that keep agents aligned with how your team builds. Once the work is complete, a PM, team lead or designer can join the session to review the results together by inspecting the app in agent's workspace with live virtual desktop and PTY.

The outcome is simple: faster execution and reviews, shorter release cycles, fewer blocked engineers, and dramatically more output per headcount. Karinja helps teams ship more product while keeping quality consistent.

Live agent screen capture

Multiplayer sessions

Sandboxed execution

karinja operator view

live activity

Sessions

4 live

Current workspace capacity 4/50

+ New

Live Queue

Recent Completions

Massive Productivity Gains
Without Enterprise Risk

Coding agents help individuals move faster. Karinja helps entire engineering teams deliver more, recover faster, and scale agentic development with the controls organizations require.

Managed Cloud

Start fast and scale hard. Karinja handles the infrastructure so your team can focus on turning demand into shipped product.

Hybrid

Keep execution in your environment while Karinja drives the velocity layer, live control surface, and team-wide operating model.

Enterprise (BYOC)

Get the productivity gains without compromise. Run code, context, logs, and model traffic inside your own VPC when control is non-negotiable.

Built to Increase Output
Across the Whole Org

Scale Speed Without Chaos

Run many sessions across the team without losing control. Roles, execution boundaries, and live oversight keep output moving fast while the operating model stays disciplined.
Review in Minutes, Not Hours

Every session ships with the context you need to trust it: logs, changed files, diffs, artifacts, links, and usage data. Your team spends less time guessing and more time approving work.
Momentum Survives Failure

When something breaks, work does not disappear. Recovery is built into the system so sessions keep moving and engineering momentum is not destroyed by routine failures.

Use Cases

More Output. Faster Releases. Smaller Backlogs.

Karinja creates leverage where engineering leaders care most: delivery speed, backlog reduction, and dramatically higher throughput per team.

Clear Backlogs Faster

Turn one engineer into multiple active execution lanes. Karinja keeps feature work moving in parallel so high-value tickets stop waiting in line.

Resolve Incidents in Real Time

Attack production issues with live sessions, shared visibility, and immediate steering so bugs get fixed before they drain a full day of senior engineering time.

Ship Multi-Repo Changes at Once

Roll out coordinated changes across services, SDKs, and internal tooling from one system instead of paying the productivity tax repo by repo.

Modernize Without Slowing the Roadmap

Handle upgrades, migrations, and refactors as a repeatable production workflow so the backlog shrinks while new product work keeps moving.

FAQ

Frequently Asked Questions

How is Karinja different from Claude Code or Warp Oz?

Claude Code and Warp Oz are useful tools for individual operators. Karinja is what teams buy when they want compounding output across the whole engineering org: parallel sessions, shared live control, merge-ready proofs, recovery, governance, and deployment options that let agentic development scale beyond one person at a time.

How do I stay in control of a running session?

You are never blind. Every session is live, inspectable, and steerable. Open the terminal, send follow-up instructions, step into the same sandbox, pause execution, restart cleanly, or stop instantly when you want human judgment back in the loop.

Can multiple developers collaborate in a single agent session?

Yes. Karinja is built for shared execution, not solo prompting. Teams can work inside the same session with clear roles, shared visibility, and one live operational picture of what the agent is doing right now.

What proof do we get before we merge agent-written code?

Karinja gives reviewers the full picture, not a hand-wavy summary. Sessions expose logs, file lists, diffs, artifacts, links, commands, timing, and usage data so teams can approve high volumes of work with confidence.

How do you handle security, data residency, and credentials?

Karinja is designed for serious environments. You can run managed, hybrid, or inside your own VPC. Credentials are injected at runtime, model and execution boundaries stay controlled, and your organization keeps the deployment posture procurement and security teams expect.

How do we avoid vendor lock-in?

Karinja increases leverage without trapping your stack. Bring your preferred models, run in your own environment when needed, and keep your operational architecture aligned with how your team already works.

Compress a Week of Engineering Into a Single Day With Karinja.

If your team wants extraordinary output without adding headcount, Karinja is the fastest path from agentic experimentation to real delivery leverage.

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GDPR Compliant

Your code stays out of model training

Built for extreme delivery velocity

Production-ready for modern engineering teams