Operations | Monitoring | ITSM | DevOps | Cloud

Fly Graduates: Agentic Repository Experience Lands in the JFrog Platform

The way software gets built is changing faster than at any point in the last decade, and the software supply chain has to keep up. A year ago at swampUp, we introduced JFrog Fly: the first agentic repository, serving as a fast, AI-native environment to build what a modern, agentic developer workflow could look like, unconstrained by the shape of the enterprise stack. Today, we’re bringing what we learned back home.

Shipped: Give your telemetry streams human-readable names

Telemetry streams carry the unit metrics behind every cost-per-unit number you report. Now each one can say in plain language what it measures. You can call a stream whatever you want to: “MCP tool calls” or “Checkout transactions” or “Documents processed.” Spaces, capitals, and punctuation all work, and you can change the name whenever the metric’s purpose gets clearer. The identifier the pipeline uses stays exactly where it is.

"No fix available" is different than "no plan"

Sometimes there's a vulnerability in a package you can't remove. Legacy dependencies don't always come with an easy fix. The one thing you don't do is bury it in the backlog with no dates and no reasoning attached. This video covers what a defensible response actually looks like: Your ability to show your work on unfixed vulnerabilities is more important than simply identifying them.

The Hidden Costs of Inefficient Inventory Management

When businesses look at how healthy their operations are, they often zero in on the most obvious costs: rent, salaries, and marketing. Inventory usually falls into this category too, with its costs simply seen as the price of goods and warehouse storage. But this narrow view misses a whole network of hidden expenses that come from managing inventory poorly. These less obvious costs can quietly eat into profits, stretch resources thin, and slow down growth, affecting much more than just the bottom line.

Does Your Membership Data End Up in Three Places at Once?

Ask an association administrator where the member list lives and the answer is rarely a single system. It is usually a database of some kind, plus a spreadsheet that somebody maintains for the board, plus whatever the email tool has stored, plus a payment processor holding its own version of everyone's contact details.

How Global Hiring Helps Remote Teams Access Hard-to-Find Tech Talent

Remote work has done more than just redefine the workplace. It has fundamentally changed the way companies have hired employees for decades. Employers used to be limited to hiring from a talent pool of individuals who are geographically proximate to the company's physical location. That was painful enough back then. Today? With local talent wars for developers, DevOps gurus, and cybersecurity pros turning into absolute bloodbaths, sticking to your local backyard is a recipe for stalled roadmaps.