The AI kit for Systems Engineers

Reads logs, metrics, and alerts to spot anomalies, like a disk filling every Friday, and recommends the fix.

Shapes architecture options and trade-offs, like choosing active-active over active-passive for a payments service.

Plans an integration end to end, like mapping CRM fields to ERP orders with error handling and a test plan.

Builds CI/CD and infrastructure automation, like a GitHub Actions pipeline that deploys containers to AWS.

Like "Explain Architecture To Stakeholders"

Like "Technical Design Doc Drafting"

Like "Diagnose Errors From Pasted Logs"

Like "Automate Deployment with Scripts"

A migration only starts when every prerequisite is verified.

Infrastructure matches the approved baseline or has a documented exception.

A complete, version-accurate licence inventory.

Retire unused feature flags safely.

Lets your AI search dashboards, check alerts, and query your Grafana data for you.

Lets your AI look at and manage your Alibaba Cloud servers, storage, and databases for you.

Ask your AI about your servers, containers, and apps, and get answers from live Netdata monitoring data.

Let your AI look after your cloud servers: check health, read logs, run commands and block bad IPs.

Parity (YC S24) is the first AI SRE that autonomously investigates Kubernetes incidents, triages issues, identifies root causes, and suggests fixes—helping on-c

Plural applies AI to DevOps: unifies Kubernetes clusters in a single pane, automates upgrades, diagnoses and remediates issues, and enables teams to run infrast

DrDroid automates production incident triage, troubleshooting, and remediation. Integrating with 50+ tools like Datadog and Kubernetes, it helps engineers resol

APX Terminal is an enterprise AI command center for DevOps, SREs and engineers, unified local+SSH control, GPU-accelerated terminal, privacy-first BYOK, and AI

Build it to catch configs that no longer match the docs, before an auditor or an on-call engineer does.

Build it to answer why a design was chosen and when that reasoning changed, without digging through old tickets.

Build it to turn a described task into a running automation across apps, with far less scripting.

Build it to confirm access, tools, and backups are ready before someone runs a runbook at 2 a.m.

Diagnose and resolve network issues with structured troubleshooting guidance and documentation support.

Designs, optimizes, and troubleshoots cloud and hybrid network infrastructures for reliability and security.

Hardens infrastructure, automates security in CI/CD, and manages compliance and vulnerabilities.

Evaluates system designs, architectural patterns, and technology choices at the macro level.