Operations | Monitoring | ITSM | DevOps | Cloud

SSH File Transfer Protocol (SFTP), also known as Secure File Transfer Protocol, and Trivial File Transfer Protocol (TFTP) have similar acronyms but have two different jobs. Choose SFTP for sensitive files, routed or untrusted networks, authenticated automation, partner exchange and remote file management. Reserve TFTP for constrained bootstrapping or device-transfer workflows on a tightly controlled network when the endpoint requires a minimal design.

For years, engineering teams have faced the same challenge during incidents: the systems generating alerts are becoming more complex, but the investigation that follows is still largely manual. Monitors are good at telling us that something is wrong. The harder question is why. When an alert fires, an engineer still has to work out where to look, which signals matter, what hypothesis to test, and how the evidence across logs and metrics fits together.

AI agents are quickly becoming the first responders on the most sophisticated SecOps and DevOps teams, pulling threads on a threat or making sense of a flood of telemetry before a human even logs in. But most AI pricing hasn’t caught up. Token-based models leave you burning through usage with no visibility into what’s driving the cost, while per-seat caps ration access like AI is still a nice-to-have instead of core to how your team operates.

Long time no post! Here are some updates of what’s been going on.

Learn how Harness and Cosmos build trusted, governed software factories with automated, end-to-end agent orchestration and pipeline security. Software factories can greatly accelerate software development, but concerns about trust, governance, and predictability are limiting how broadly organizations deploy them.

Discover FinOps best practices tailored for banks. Optimize cloud costs while meeting compliance and security needs. Learn more. Financial institutions face unique challenges implementing FinOps due to strict regulatory compliance, security requirements, and complex legacy systems. This guide covers proven FinOps strategies for banks including cost allocation, governance frameworks, and automated controls that balance innovation with risk management while optimizing cloud spending.

Discover how Harness Builds combines Test Intelligence, code coverage, and quality signals to help developers and AI agents validate changes faster and improve code quality. AI has changed the speed at which we can write code. Developers can move from an idea to a pull request faster, agents can work through changes autonomously, and the amount of code moving through development pipelines is only going up. But writing the code is only the beginning.

Why do tickets about a slow application keep arriving while every server, link and service check reports normal? That mismatch is the problem end user experience monitoring exists to solve. A healthy server is one thing, but the business notices something else: whether people can finish their work or complete a purchase without delays or errors. Monitoring in most IT operations groups was built to watch the systems from the inside, so it reports CPU load, memory and uptime.

Why do users at a branch complain about choppy calls and stalled apps when every WAN circuit on the dashboard still shows up? A link can be reachable without being healthy. Delay and packet loss can rise for hours on a live circuit, and a simple up-or-down check will report nothing unusual the whole time. WAN link monitoring checks the quality of each site-to-site connection by having routers send their own test packets and time the replies.

A pull request goes up. The reviewer wants to see it running, not just read the diff, so someone pings the team: can I get an environment for this? Depending on who's around, that could take an hour. It could take until tomorrow. By the time the environment exists, the reviewer has moved on to something else, and getting their attention back is its own task. What if the preview URL was already sitting in the PR before anyone had to ask?