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Product Updates·May 15, 2026·6 min read

Introducing Axiom Agent — an autonomous operations system for every cloud

We're shipping the first AGI-oriented cloud operations OS. AWS, Azure, GCP, GitHub, security, simulation, governance — one control plane, one desktop app, one honest source of truth.

SA

Samir Ahmed

Founder, Vision XIX Labs

Why we built Axiom

Cloud operations is fragmented. AWS for the cloud. Datadog for monitoring. PagerDuty for incidents. GitHub Actions for releases. Linear or Jira for tracking what to do next. Slack threads for approvals. Every team builds the same wiring from scratch and every team gets it wrong in the same places — drift, missing rollback, no audit, no real governance.

Axiom Agent is the operating system underneath all of that. One typed control plane reads from every provider, every signal — security, releases, validation, compliance — and projects a single, honest state into one dashboard. Every action moves through the same governed flow: observe → reason → simulate → policy check → approval → preflight → execute → verify → audit.

What ships today

Control plane: /api/control-plane/state aggregates multi-cloud overview, security posture, release readiness, validation matrix, remediation candidates, orchestration, approvals, and memory feedback into one typed envelope. Every value carries source mode (live / preview / planned / blocked) and confidence.

Remediation pipeline: every security finding becomes a typed remediation candidate paired with Terraform preview, CLI preview, rollback plan, verification checklist, and an execution-readiness decision. No fake fixes. No silent applies.

Simulation: every candidate runs through a digital twin before any approval can land. Before/after diff with redaction. Blast radius (3-hop BFS over dependencies). Risk delta, blockers, rollback feasibility, verification readiness.

Orchestration + approvals: typed state machine over 19 stages. Hard ordering rules. Approval policy with 10 strict rules → role + quorum + TTL. Execution locks + idempotency. The Terraform plan/apply boundary is its own typed decision per provider.

Desktop workstation: Tauri 2 + React, signed + notarized on macOS, GPG-signed on every platform. Projects the same control plane locally. Local apply remains intentionally blocked until governance + signed binaries + audit pipeline are all green.

Honest about what isn't ready

Live cloud apply is intentionally disabled. Live Azure + GCP credential validation is preview-mode until @azure/identity and google-auth-library are wired. Windows binaries are unsigned (no free path bypasses SmartScreen). Cost telemetry is partial. Reliability scoring is a placeholder until backup + replica + multi-region signals are integrated. The Trust Center says all of that in plain English — every value is labelled with its real source mode.

Try it

Open https://visionxixlabs.com/dashboard for the web app. Or download the desktop app at https://visionxixlabs.com/download — macOS Apple Silicon + Intel ship signed and notarized, Windows ships unsigned with a one-time SmartScreen prompt, Linux ships GPG-signed across AppImage, .deb, and .rpm.

// try axiom

Run the autonomous cloud operating system.

Open the web app or download the signed desktop binaries for macOS, Windows, and Linux. No demo call required.

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