Vibe-code apps, agents, and workflows on the tools you already use. Start with pre-built Ops agents, then build the operations experience your team actually needs - in days, not months.
PLEASANTON, Calif., Sept. 9, 2026 /PRNewswire/ -- Fabrix.ai, the AI SRE and Ops company for operational intelligence, today launched Governed VibeOps, powered by its purpose-built Argos small language models (SLMs). Governed VibeOps turns the operational stack an enterprise already owns into a single agentic runtime: connect Splunk, Dynatrace, SolarWinds, Datadog, ServiceNow, Cisco, IBM, AWS, and more, run out-of-the-box AI agents on day one, then vibe-code the app your team actually needs, without rip-and-replace.
Gartner expects 40% of new enterprise software to be vibe-coded by 2028. Anthropic reports that developers now use AI in 60% of their work but can safely delegate only 0–20% of it. Speed has outrun trust, and Governed VibeOps is built to close that gap.
"The enterprise doesn't have a vibe-coding problem. It has a vibe governance problem," said Raju Datla, CEO of Fabrix.ai. "Anyone can generate a vibe-coded app in an afternoon. Nobody can tell you what data it touched, who approved it, or what it cost to run. Same vibe-coded app, radically different foundation."
Governed VibeOps: the Fabrix vX methodology
VibeOps extends vibe coding to cloud, network, and system operations. Fabrix vX (Vibe-Coded User Experience) lets teams keep the AI coding assistants they already use - Claude Code, Cursor, Codex, AntiGravity, IBM Bob, with Opencode built in, and connect them to Argos and the Fabrix Agentic Platform to build operational apps, live dashboards, and autonomous agents that federate, reason, and act end to end.
- Governed lifecycle. Generate, version, test, review, and promote every artifact, each step grounded in your data.
- Enterprise by default. SSO and identity, HA and geo-DR, full observability, and data lineage built in rather than bolted on.
- 1,000s of pre-validated integrations. Across ITSM, observability, networking, cloud, and databases, validated against real enterprise schemas.
- Cost-governed by design. Non-agentic work runs as deterministic pipelines at zero inference cost; agentic work is scoped and bounded.
Argos: purpose-built Fabrix SLMs for SRE and Ops
Argos pairs a compact, frozen open-weight foundation with a small, swappable adapter trained on Fabrix operational knowledge and each customer's own incidents, runbooks, and configs. Three variants cover the work operators actually do:
- Argos VX — engineered to know where the truth lives in your knowledge base, getting developers to Vibe-code.
- Argos AIOps — tuned to think about your systems the way your best engineer does, surfacing root cause before an incident becomes a fire drill.
- Argos VE — engineered for precision on vulnerability exposure, built to separate what's actually exploitable from what's merely present.
Key attributes of the Argos SLMs:
- Sovereign by design. Own the model, run it where your data lives, and delete it when you're done. Offboarding is as simple as deleting a file, with verifiable removal of everything the model learned.
- Radically cheaper and faster. About 16× cheaper than the best mid-size open model and 50× cheaper than a frontier API, running on a local GPU with no network round-trip. Economics that make always-on agents viable.
- Customized in days, not quarters. A frozen foundation plus a small adapter means a customer model stands up fast and cheap.
Running in Production at Fortune 500 Scale
A Fortune 500 North American enterprise runs Fabrix's Governed VibeOps across a multi-site estate spanning ten of thousands of devices, correlating high-volume operations telemetry from a wide mix of integrated tools. Investigations that once required a wall of disconnected consoles and Tier-3 escalation now return VPN root cause in minutes, isolate VDI hangs on the first pass, and compress days of Cisco PSIRT advisory triage into per-device risk classification in minutes. The customer reports a seven-figure annual return across NetOps, AppOps, InfraOps, and ServerOps. A global systems integrator is training its forward-deployed engineers on the same methodology, and a large telecommunications operator is running it across multiple domains.
Getting started
Governed VibeOps is available at fabrix.ai/vibeops in four steps: sign up, connect the tools you already use, run agents across your environment, then vibe-code the app your team needs. New sign-ups receive a dedicated environment, including AI credits.
- VB SpotLight - From VibeCoding to Governed VibeOps - What it takes to Trust AI in Production, Wednesday, September 9, 9:00 a.m. PT, with Sam Witteveen, Rob Strechay, Rached Blili, and Shailesh Manjrekar
- Splunk .conf26, September 14–17, Denver
- Blog - The Rise of VibeOps
About Fabrix.ai
Fabrix.ai is the AI SRE & Ops company for operational intelligence. Its platform integrates Data Fabric, AI Fabric, and Automation Fabric to deliver autonomous IT operations with enterprise-grade trust and governance. Fabrix.ai serves Global 2000 enterprises through partnerships with Cisco, Splunk, IBM, and AWS, and is headquartered in Pleasanton, California. Learn more at fabrix.ai.
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