Continuous Automated Reliability

When AI writes the code
Nobl9 Keeps it Honest

Agentic AI ships code faster than any team can review. Nobl9 is the trust layer underneath it: reliability that runs continuously and automatically, so every service your agents create is measured and watched from the moment it ships.

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AI Reliability Loop hover any node

Governs

Build AI writes the SLOs

Understand what needs attention

Integrate agents read live state

How it works

Hover any node to see how Nobl9 governs each part of the loop.

THE NOBL9 + AI WORKFLOW

Nobl9 is the Reliability Trust Layer for AI‑Built Software

Nobl9 moves the reliability practices you already trust inside the workflow where your agents build, and runs them continuously and automatically, so coverage scales with the code instead of falling behind it.

BUILD Preview

Build SLOs with AI

Every new service needs a definition of reliable enough. Nobl9 derives it for you. AI interviews your service in plain language, reads your existing telemetry, and proposes the SLIs, targets, and error budgets with the reasoning behind each one, flagging the edge cases a human reviewer would miss. Every SLO follows a proven reliability methodology, so you get signals that mean something instead of AI-generated noise.

Call it from the Nobl9 CLI inside Claude, Codex, or your own agents, so a service ships with reliability coverage from day zero instead of getting it bolted on months later.

AI SLO discoveryProposals with rationaleNobl9 CLI in your harnessSLOs as code

Explore SLO discovery →

Nobl9 SLO discovery: an AI session generating SLO proposals for a payment service

Defining a checkout latency SLO in the Nobl9 SLO wizard

UNDERSTAND In development

Understand which SLOs need attention

A thousand SLOs are more than any team can watch by hand, and the ones that matter hide in the noise. The SLO Oversight dashboard surfaces what is drifting: stale definitions, services burning through budget, and the data anomalies that quietly break a target. An agentic layer reads that live state, points you at the SLOs that need a human, and explains why a budget is burning.

Real incident, root‑caused automatically

2.6×over the 5s SLO

285.7×error-budget burn rate

157KBroot cause: response bodies, up from ~47KB

Genuine degradation, surfaced and explained before it becomes one more alert to triage.

SLO OversightAlert explainerBurn-rate triageComposite SLOs for whole journeys

Inside SLO Oversight →

Nobl9 SLO Oversight dashboard: at-risk and exhausted SLOs across services

SLO detail view: error-budget burn-down over time

INTEGRATE

Part of your AI ecosystem

Reliability your agents can read and your pipelines can act on. The Nobl9 MCP server exposes SLOs and error budgets to Claude, Codex, and your SRE agents, so they read live reliability state in the loop rather than after the incident. Your agents work straight from the numbers, no dashboard required. Every operation is idempotent and built to keep agents efficient instead of drowning them in redundant calls and runaway token cost.

Define everything as code with sloctl and Terraform, review it in pull requests, and connect it to the observability stack you already run.

Nobl9 is the continuous, automated reliability layer on top of AI‑driven development.

MCP serverAgent-efficient by designsloctl + TerraformIntegrates with everything

Read the MCP docs →

A Nobl9 SLO defined as code in YAML, ready for sloctl and CI/CD

AI Velocity Is Outrunning Manual Governance

Every service your agents ship adds to the fleet, and coverage tracked by hand slips a little further with each deploy. It comes down to arithmetic: people cannot add SLOs as fast as agents add services, so the share of your estate that is actually covered keeps shrinking.

Nobl9 closes that gap. Because SLOs are generated as code the moment a service is created, coverage grows with the fleet instead of shrinking under it, and existing services get migrated the same way. The chart tells the story: coverage climbs toward 92% with Nobl9 and stalls near 5% on spreadsheets.

See how it works

Governance Coverage Over Time % of services with active SLO coverage, as AI velocity scales your fleet

With Nobl9

Manual / spreadsheets

Continuous, automated reliability

see it on real services

Explore Nobl9 in a live sandbox and watch how SLOs build in as your services ship.

Explore the sandbox

Integrations

Works with your entire stack - and every AI that ships to it

Nobl9 connects to every monitoring, APM, and alerting tool your teams already use - and integrates directly with the AI coding agents that create your services via MCP.

AI Agents via MCP