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Blog

Elevating engineering excellence with OpsLevel AI: ownership recommendations and beyond

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Elevating engineering excellence with OpsLevel AI: ownership recommendations and beyond
Matthew Holmes
|
June 19, 2025

Engineering teams struggle to move quickly when basic questions slow them down: Who owns this service? What does it do? What systems rely on it? This lack of clarity isn’t just an inconvenience; it’s a drain on productivity and a risk to reliability. Instead of building, teams waste time tracking down information that should be easy to find.

Many tools attempt to solve just one piece of the puzzle. OpsLevel solves the whole thing.

OpsLevel is an AI-powered developer portal designed to take scattered, stale engineering knowledge and rebuild it into something fresh, reliable, and instantly useful. It’s about empowering your engineers with context, from code to production.

Here’s how our comprehensive approach delivers unparalleled results for your engineering organization:

Intelligent & Decentralized Ownership Resolution

We understand that knowing who owns what is paramount for accountability and accelerating engineering initiatives. OpsLevel goes beyond simple suggestions. We analyze your commit history to propose likely owners based on actual code activity. But we don't stop there:

  • Granular Insights: When multiple contributors are found, we aggregate their contributions so you can see a breakdown at a glance.
  • Flexible Assignment: Easily re-assign suggestions to another team from a dropdown menu.
  • Personalized Workloads: To help decentralize the catalog management workload, OpsLevel provides a curated view of component suggestions relevant to each user based on their team memberships. If a suggestion isn't yours, you can effortlessly re-assign it.
  • Smart Notifications: OpsLevel can even send email notifications to teams or individual members when component suggestions are recommended to them, delivering them at most once a day to avoid noise.
  • Comprehensive Control: You can disable personalized suggestions, manage integration ignore rules to automatically discard suggestions based on regular expressions, and even audit actions or unignore components that were mistakenly dismissed. This ensures your team maintains precise control over your catalog.
OpsLevel's AI Engine analyzes code activity to generate highly accurate ownership recommendations.

Effortless Service Discovery and Taming Name Chaos

Engineering organizations often struggle to keep track of every single service, especially those that weren't properly registered. OpsLevel continuously scans your codebases, infrastructure, and tooling to auto-discover and catalog services, ensuring nothing slips through the cracks and giving you a complete, effortless picture. Beyond discovery, we tackle the all-too-common problem of inconsistent naming. Your payment-processor in GitHub might be pay-proc-prod in Datadog. OpsLevel automatically figures out these aliases, creating a single source of truth and eliminating the guessing games.

Continuous, personalized, and intelligent recommendations make it easy to maintain your catalog.

Automated Documentation & Knowledge Enrichment

OpsLevel automatically pulls from your READMEs, API docs, and wikis to create structured, concise summaries for each service, ensuring engineers can quickly understand and comprehend documentation without draining valuable engineering time. Furthermore, manual documentation is inherently prone to gaps. As services evolve and team members move on, critical context can disappear. OpsLevel enriches your service catalog with vital information like dependencies, historical changes, generated descriptions, and missing metadata, providing your engineers with a full, holistic picture without any detective work.

Quickly find and understand the information you need with OpsLevel's AI generated summaries.

AI-Powered Coding Assistants for Unprecedented Developer Velocity

‍This is where the magic truly comes alive for developers! We're embedding OpsLevel directly into IDEs and other coding tools. Imagine your developers having instant access to real-time context about services, dependencies, and production standards right in their coding environment. This means less time hunting for information, fewer mistakes, smoother code reviews, and significantly faster shipping. It's how you scale expertise across your team, without burning out your best engineers.
‍

The OpsLevel Advantage

While some solutions might focus on a single piece of the puzzle, such as ownership predictions for existing services, OpsLevel delivers a holistic AI-powered developer portal that covers the entire spectrum of engineering knowledge management.

Engineering teams are constantly pushing boundaries. OpsLevel is here to ensure that as you scale, you don't lose critical context. The result? Less confusion, fewer incidents, and less toil.

While we're incredibly proud of what we've launched so far, this is just the beginning of our journey to tap the full power of AI within OpsLevel.

Ready to see how OpsLevel can transform your engineering knowledge and accelerate your team's success? Book a demo with our team today!

‍

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