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Measure the real impact of AI coding tools on software delivery with Datadog AI Impact

Engineering teams have rapidly adopted AI coding tools, but organizations still struggle to understand their impact. Existing dashboards focus on activity, such as daily active users, acceptance rates, or lines of generated code, but these metrics don’t answer a more important question: Are teams actually shipping more, faster, and with fewer issues?

Your agent can't fix what it can't see

Agents are getting better and better at fixing bugs. They’re even getting better at testing their work, thanks to headless browsers, sandboxes, simulators, etc. But what about the bugs that only show up once you bring in different browsers, languages, extensions, internet speeds, and all the other variables that get mixed in the second you ship to prod? Or all the bugs that only show up when you account for… well, humans being humans and doing weird stuff you didn’t expect them to do?

Preview launch: the Agent Impact Leaderboard and the Business Impact & ROI Dashboard

The Agent Impact Leaderboard and the Business Impact & ROI Dashboard are live in preview inside GitKraken Insights today. We built them because the questions engineering leaders are getting asked about AI shifted faster than the tools to answer them. Here’s what shipped and how to get access.

Your developers are using AI agents, your data exposure just multiplied

Your developers are already using AI agents. GitHub Copilot, Cursor, Claude Code. Not just for autocomplete, but to generate features, run test suites, and iterate across branches. Each agent needs a database to work against. And in most organizations, nobody has checked what's actually in that database, or whether it should be there.

The SaaS SEO Playbook That Prioritizes Conversions Over Clicks

For years, SaaS companies treated SEO like a traffic competition. The goal was simple: publish more content, rank for more keywords, and drive as many visitors as possible to the website. Marketing dashboards looked impressive. Teams celebrated traffic milestones. Investors saw upward graphs and assumed momentum was building. But somewhere along the way, a lot of SaaS founders started noticing a problem nobody wanted to talk about openly.

6 Real Benefits of Outsourcing Financial Operations in the Restaurant Industry

Running a restaurant doesn't slow down. Between managing a rotating staff, watching food costs creep up, and keeping guests satisfied enough to come back, the financial side of operations often becomes an afterthought until something goes wrong. And for most operators, something eventually does. Margins get tighter. Compliance gets messier. The spreadsheet that "works for now" suddenly doesn't. There's a better approach, and a growing number of restaurant groups across the country are already using it.

The best six cafe distributors in Sydney

When it comes to cafes in Sydney, you arguably have some of the best in the world. The city has a whole myriad of coffee distributors and wholesale suppliers which help the cafes offer a world class service. If you are planning on opening your own cafe, there will be plenty of things you need to think about. The location (which is extremely important), the type of coffee you want to sell, the prices you are going to sell at, your online approach - every business needs a good social media presence in today's world - and the food you are going to sell.

Observability Expanding Beyond Infrastructure and Into AI Systems

Observability revolves essentially around understanding infrastructure health. This means that operations teams monitor applications, netwo0rks, database and cloud environments using familiar signals. They use logs, metrics, latency, uptime measurements, and traces. If systems remain available and the performance stays within expected thresholds, the teams have enough visibility to understand whether applications are functioning properly.

Technology Trends Transforming Commercial Roofing

Commercial property owners face constant challenges maintaining large structural systems. Smart building materials offer new paths to manage long-term maintenance costs effectively. New commercial building systems help protect heavy assets from unpredictable weather events. Upgrading an industrial facility asset represents a significant long-term capital investment. Intelligent managers look for modern solutions to improve system durability over decades. These technical updates help reduce monthly utility bills significantly across every season.

Modern Technology and the Future of Home Repairs

Home maintenance is shifting rapidly as new tools enter the market. Property owners face fewer manual diagnostic steps when tracking down hidden leaks or structural weak points. These smart developments save time and prevent minor issues from turning into massive projects. Upgrading a residential property no longer requires weeks of blind guesswork. Modern systems provide clear data to help homeowners select the right solutions for long-term durability. Choosing high-tech upgrades can keep a building safe during harsh seasonal weather.