loggs.
Explore the demo
MEET YOUR NEW OPERATIONS WORKSPACE

AI operations.
Human control.

Your servers, clusters, containers, and access.
One intelligent workspace. A lot less heavy lifting.

Explore the demo Built around your trust
Read-only first Review before action Always your call
THE LOGGS WORKSPACEINTERACTIVE PREVIEW
Workspace / Infrastructure Sample environment
YOUR INFRASTRUCTURE, EXPLAINED

Good questions. Clear answers.

Y

Why does checkout-api keep restarting?

↵
Loggs AI ASSISTANT

The previous container exited with OOMKilled. In this sample, memory demand exceeds the 256 MiB limit after the latest release.

RESTARTS12
MEMORY LIMIT256 MiB
READY REPLICAS2 / 3
Evidence streamSAMPLE DATA
09:41:02 deployment revision 24 observed09:43:18 container terminated: OOMKilled09:43:19 restart back-off 40s
Browser-only sandbox Read-only investigationHUMAN IN THE LOOP

A working preview with sample data. Nothing connects to your infrastructure.

BUILT AROUND THE TOOLS YOU ALREADY THINK IN

Linux Kubernetes Docker Terraform Prometheus SSH

Familiar workflows. A more thoughtful interface. Explore the product vision below.

01 / ONE CONNECTED WORKSPACE

Your entire stack.
Within easy reach.

From a single Linux host to a complex cluster.
Bring the question. Get the context, the plan,
and the control to move forward.

01

Server management

Understand host health, untangle service failures, and simplify everyday maintenance.

Explore server management
02

Kubernetes operations

Follow the signal through pods, events, resources, and rollouts. Keep the context explicit.

Explore kubernetes operations
03

Docker management

Inspect containers, understand Compose services, and plan precise maintenance.

Explore docker management
04

Bastion & SSH access

Connect identity, scope, approval, and session expiry in a deliberate access workflow.

Explore secure access
05

Incident response

Turn scattered alerts and logs into an investigation with a clear next step.

Explore incident response
06

Workflow automation

Make your best operational routines repeatable, reviewable, and easier to hand over.

Explore workflow automation

Keep the tools you know. Make the work around them easier.

HUMAN-READABLE. ENGINEER-REVIEWABLE.
02 / FROM INTENT TO OUTCOME

A shorter path
through your workday.

Less tab switching and command hunting.
More time on the engineering that matters.

INCIDENT RESPONSE

Less searching. More understanding.

Connect an alert to its evidence. See the relevant logs, recent changes and a proposed next step in one investigation.

  • Correlate the signals
  • Review the proposed mitigation
  • Verify the service recovered
Explore this workflow

“What changed before checkout started failing?”

STEP 01Alert received
STEP 02Evidence connected
STEP 03Change reviewed
STEP 04Service verified
A CLEAR PLAN AT EVERY CHECKPOINT
03 / CONFIDENCE IS A DESIGN DECISION

Powerful by nature.
Careful by design.

AI belongs in your operations workflow.
Your judgment belongs at the center of it.

Our approach starts with narrow permissions, visible evidence, and an explicit pause before change. Every proposed action should explain its scope, its impact, and how to verify the result.

Explore our security principles
YOUR CONTROL
Read-only first
Least privilege
Explicit approval
Traceable actions
No credentials needed to explore A visible boundary before every change Clear principles. Honest expectations.
04 / NOTES FROM THE CONTROL ROOM

A little operational wisdom.

All field notes
OPERATIONS, EXPLAINED

A practical safety model for AI operations

6 min read
KUBERNETES FIELD NOTES

CrashLoopBackOff: find the cause before the fix

5 min read
THE EVERYDAY RUNBOOK

A calmer checklist for Docker maintenance

4 min read
A FEW THINGS, EXPLAINED

Good to know.

A clearer picture of Loggs,
the preview, and the thinking behind it.

Read our security principles
What is Loggs?

Loggs stands for Logical Operations, Guarded by Generative Systems. It is an AI operations workspace designed to simplify server management, Kubernetes, Docker, bastion access and incident workflows while keeping engineers in control. This website lets you explore its approach through a self-contained interactive preview.

What can I try in the interactive demo?

You can investigate four sample scenarios, inspect a proposed change, approve a simulation and review the result. All data is illustrative. The demo stays in your browser and never connects to infrastructure or runs a command.

How does Loggs approach production safety?

The design starts with read-only investigation, explicit resource scope, a reviewable execution plan and human approval for changes. The security page explains these principles and the controls that must be verified before a production deployment.

Does AI replace kubectl, Docker or SSH?

The intended role is to make the workflow around familiar operations tools clearer and more convenient. Engineers should still be able to inspect the commands, understand their scope and validate the result using the underlying tools.

Can I connect my infrastructure or download Loggs here?

This release is the official product website and interactive preview. It does not include a downloadable operations agent, hosted account system or production connector. Deployment availability and supported integrations should be confirmed before a rollout.

Are any credentials or production logs needed?

No. The public demo uses only built-in sample data. Do not enter credentials, tokens, private hostnames or production logs into the website. The site has no telemetry or advertising scripts.

YOUR NEXT SHIFT, REIMAGINED

Keep the power.
Lose the busywork.

See what happens when infrastructure expertise meets a little less friction.

Explore the interactive demo No sign-up. No credentials. Just a hands-on preview.