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	<title>CI server &#8211; Best DevOps</title>
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		<title>DevOps Practices: How to Make Valuable Changes to Your Team&#8217;s Workflow</title>
		<link>https://www.bestdevops.com/devops-practices-how-to-make-valuable-changes-to-your-teams/</link>
					<comments>https://www.bestdevops.com/devops-practices-how-to-make-valuable-changes-to-your-teams/#respond</comments>
		
		<dc:creator><![CDATA[anil]]></dc:creator>
		<pubDate>Wed, 29 Apr 2020 05:55:54 +0000</pubDate>
				<category><![CDATA[DevOps]]></category>
		<category><![CDATA[CI server]]></category>
		<category><![CDATA[IT developers]]></category>
		<category><![CDATA[IT Monitoring]]></category>
		<category><![CDATA[TeamCity]]></category>
		<guid isPermaLink="false">http://www.bestdevops.com/?p=12108</guid>

					<description><![CDATA[Practical, low-effort DevOps improvements any developer can introduce to their team — from CI pipelines and automated testing to production monitoring — grounded in Gene Kim's Five Ideals.]]></description>
										<content:encoded><![CDATA[
<p class="wp-block-paragraph"><em>This article draws on concepts from Gene Kim&#8217;s &#8220;The Unicorn Project&#8221; and was originally inspired by a post on devops.com.</em></p>



<h2 class="wp-block-heading">DevOps Is More Than a Buzzword</h2>



<p class="wp-block-paragraph">DevOps has become one of the most overloaded terms in software engineering. At its core, though, the promise is straightforward: faster delivery of changes with fewer production failures. For individual developers, that promise translates into concrete daily habits — not just organizational mandates handed down from management.</p>



<p class="wp-block-paragraph">Gene Kim&#8217;s book <em>The Unicorn Project</em> frames the developer experience around what he calls <strong>The Five Ideals</strong>. Two of those ideals are especially actionable at the team level:</p>



<ul class="wp-block-list">
<li><strong>The Third Ideal — Improvement of Daily Work:</strong> Continuously finding and fixing the friction points that slow down developers.</li>
<li><strong>The Fourth Ideal — Psychological Safety:</strong> Creating an environment where people can surface problems, try new things, and make mistakes without fear of blame.</li>
</ul>



<p class="wp-block-paragraph">When these two ideals are combined, teams find it easier to make confident changes to their codebases. And the good news is that the practical work required to implement them is well within reach — even for junior developers. Most of the improvements below take fewer than four hours to put in place.</p>



<h2 class="wp-block-heading">Practical Changes That Add Immediate Value</h2>



<p class="wp-block-paragraph">The following tasks are ordered roughly from foundational infrastructure to day-to-day monitoring. Each one adds a layer of safety and visibility to your project.</p>



<h3 class="wp-block-heading">1. Set Up a Continuous Integration Server</h3>



<p class="wp-block-paragraph">Tools such as <strong>Jenkins</strong>, <strong>TeamCity</strong>, <strong>GitHub Actions</strong>, or <strong>GitLab CI</strong> give you a reliable, automated foundation for everything else on this list. A CI server runs jobs triggered by code events — pull requests, merges, scheduled times — so that manual gatekeeping is replaced by consistent automation.</p>



<p class="wp-block-paragraph">If your project doesn&#8217;t have a CI server yet, setting one up is the single highest-leverage action you can take. Without it, almost every other improvement is harder to sustain.</p>



<h3 class="wp-block-heading">2. Create Automated Test Jobs</h3>



<p class="wp-block-paragraph">Once CI is in place, wire it up to your test suite in two ways:</p>



<ul class="wp-block-list">
<li><strong>Pull-request jobs:</strong> Run tests automatically whenever a developer opens or updates a PR. Failing tests block the merge, preventing known breakage from reaching main branches.</li>
<li><strong>Nightly test runs:</strong> Schedule a full test run overnight. This surfaces slow-growing regressions that might not be obvious from a single PR and gives the team a reliable daily health check for the project.</li>
</ul>



<p class="wp-block-paragraph">Even if the test suite is small or partially broken, tracking the <em>number</em> of failing tests over time is valuable. You can&#8217;t improve what you can&#8217;t measure.</p>



<h3 class="wp-block-heading">3. Add Code Coverage Reporting</h3>



<p class="wp-block-paragraph">Attach a code coverage tool to your automated test pipeline. Coverage reports answer two practical questions:</p>



<ul class="wp-block-list">
<li>Which parts of the codebase are exercised by tests, and which are not?</li>
<li>Does the code I just changed have existing test coverage, or am I flying blind?</li>
</ul>



<p class="wp-block-paragraph">Coverage data helps the team prioritise where to write new tests and gives individual developers more confidence that their changes won&#8217;t silently break untested paths. It also opens a constructive conversation about testing standards without requiring anyone to audit the codebase manually.</p>



<h3 class="wp-block-heading">4. Automate Deployments</h3>



<p class="wp-block-paragraph">Manual deployment processes are a major source of production incidents. Steps get skipped, environments diverge, and knowledge about <em>how</em> to deploy lives in one person&#8217;s head. Replacing a manual runbook with an automated deployment job on your CI server turns deployment into a one-click (or even zero-click) operation.</p>



<p class="wp-block-paragraph">An automated deployment job also creates an audit trail: you can see exactly what was deployed, when, by whom, and from which commit. This is invaluable when something goes wrong and you need to identify what changed.</p>



<h3 class="wp-block-heading">5. Instrument Your Application for Production Monitoring</h3>



<p class="wp-block-paragraph">Automated tests tell you whether code works as designed in a controlled environment. Production monitoring tells you whether it actually works for real users under real conditions. The two are complementary, not interchangeable.</p>



<p class="wp-block-paragraph">Modify your project to emit metrics that matter to the application&#8217;s health — things like request latency, error rates, and throughput. With those metrics flowing into a dashboard, every developer on the team can check, immediately after a deployment, whether their change is causing problems in production.</p>



<h2 class="wp-block-heading">A Real-World Example: Monitoring Without a Test Suite</h2>



<p class="wp-block-paragraph">Not every project is in a position to follow all five steps above in order. Sometimes you join a codebase with almost no automated tests and no clear path to adding them quickly.</p>



<p class="wp-block-paragraph">In one such situation, a developer moved to a new web project that ran fine locally but had almost no test coverage. Rather than attempting to build a test suite from scratch — which would have taken months — the developer instead built a lightweight monitoring tool that captured all incoming HTTP requests to the site and recorded their response times and error codes.</p>



<p class="wp-block-paragraph">The result: the team could immediately see how long each part of the website took to load and how many errors were being generated. After any change, the developer could check those metrics to detect regressions before they affected users — providing a meaningful safety net even without a formal test suite.</p>



<p class="wp-block-paragraph">This is the Third Ideal in action: improve daily work with whatever tools are available, rather than waiting for ideal conditions that may never arrive.</p>



<h2 class="wp-block-heading">Why Psychological Safety Matters for Technical Changes</h2>



<p class="wp-block-paragraph">The technical improvements above only deliver their full value inside a team culture where people feel safe to raise problems, admit mistakes, and experiment. If developers fear blame for failed deployments or broken tests, they&#8217;ll avoid making changes — and that risk-aversion is itself a form of risk.</p>



<p class="wp-block-paragraph">Tooling like CI pipelines, automated rollbacks, and production dashboards supports psychological safety in a concrete way: when the system catches problems automatically and provides clear signals, individual developers are less likely to be singled out for blame. The conversation shifts from &#8220;who broke this?&#8221; to &#8220;what does the data tell us?&#8221;</p>



<h2 class="wp-block-heading">Further Reading</h2>



<p class="wp-block-paragraph">If you want to go deeper on the ideas behind these practices, the following books are widely cited in the DevOps community:</p>



<ul class="wp-block-list">
<li><em>The Unicorn Project</em> — Gene Kim</li>
<li><em>The Phoenix Project</em> — Gene Kim, Kevin Behr, and George Spafford</li>
<li><em>The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations</em> — Gene Kim, Patrick Debois, Jez Humble, and John Willis</li>
</ul>



<p class="wp-block-paragraph">Each book approaches DevOps from a slightly different angle — narrative fiction, management perspective, and prescriptive handbook respectively — making them complementary rather than redundant.</p>
]]></content:encoded>
					
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			</item>
		<item>
		<title>Voices in DevOps – Episode 13: A Conversation with Gareth Rushgrove of Snyk</title>
		<link>https://www.bestdevops.com/voices-in-devops-episode-13-a-conversation-with-gareth-rushgrove-of-snyk/</link>
					<comments>https://www.bestdevops.com/voices-in-devops-episode-13-a-conversation-with-gareth-rushgrove-of-snyk/#respond</comments>
		
		<dc:creator><![CDATA[anil]]></dc:creator>
		<pubDate>Tue, 24 Sep 2019 05:49:57 +0000</pubDate>
				<category><![CDATA[DevOps]]></category>
		<category><![CDATA[CI server]]></category>
		<category><![CDATA[digital services]]></category>
		<category><![CDATA[Docker containers]]></category>
		<category><![CDATA[IT development]]></category>
		<category><![CDATA[Voice]]></category>
		<guid isPermaLink="false">http://www.bestdevops.com/?p=8015</guid>

					<description><![CDATA[Source:-gigaom.com Guest Gareth Rushgrove is a Director of Product at Snyk, working remotely from Cambridge, UK, helping to build interesting [&#8230;]]]></description>
										<content:encoded><![CDATA[
<p class="wp-block-paragraph">Source:-gigaom.com<br></p>



<h2 class="wp-block-heading">Guest</h2>



<p class="wp-block-paragraph">Gareth Rushgrove is a Director of Product at Snyk, working remotely from Cambridge, UK, helping to build interesting tools for people to better secure infrastructure and applications. He has previously worked for the UK Government Digital Service focused on infrastructure, operations and information security, as well as at Puppet and Docker. When not working he can be found curating the Devops Weekly newsletter, hiking or reading a good book.</p>



<h2 class="wp-block-heading">Transcript</h2>



<p class="wp-block-paragraph"><strong>Jon Collins: Hello and welcome to this episode of&nbsp;<em>Voices in DevOps</em>, where I’m here to speak to Gareth Rushgrove who’s got a diverse set of experiences in the bag. I’ll leave you to talk about all of that, Gareth. Essentially, as you know, this series is about how we’re looking to help enterprise organizations scale up their DevOps efforts. Why don’t we just start? Just tell us about yourself, Gareth and what you’ve seen in your career to date. How did you end up being on a Voices in DevOps podcast with me? I guess that’s the question of the moment.</strong></p>



<p class="wp-block-paragraph">Gareth Rushgrove: Yeah. First off, thanks for having us, Jon. Looking forward to chatting. Yeah, I’m Gareth Rushgrove. I’m currently the Director of Product Management at Snyk. That’s a small security software vendor. Prior to that, I was basically working in Product Management at Docker. Before then, mainly on the engineering side in other places. I was also a Technical Architect at the UK Government for a number of years. It was something like on the other side of the fence, if you like.</p>



<p class="wp-block-paragraph"><strong>Can you say which bit?</strong></p>



<p class="wp-block-paragraph">Yeah. I worked for the Government Digital Service as part of the Cabinet Office for a number of years. I was involved quite heavily early on with gov.uk. That’s the single domain in project in the UK. I then ended up moving into doing more working with other government departments on infrastructure automation and information security, really being part of that&nbsp;<em>help</em>&nbsp;with digital transformation, adopting DevOps practices. Before then, [I had] various software engineering roles. I’ve always been a programmer of some sort, but I generally like the things around the edges. I’ve done a bunch of automations of CI systems.</p>



<p class="wp-block-paragraph">I did quite a bit of work going back probably ten years ago now with—I was the developer to a couple of other people. They were on the operations side. I didn’t really know much about that. I was a developer looking to get my software deployed. I just built up a really good working relationship with them. Learned a load. That ended up—no telling with when ‘DevOps’ the word was coined in the first DevOps days. I wasn’t at the first one, but one of my colleagues I was working with was. He said, “Oh, you would have loved that.” I was along at the second one in Hamburg, and really just part of that very early conversation that got brought together by the word DevOps.</p>



<p class="wp-block-paragraph"><strong>So you could comfortably say “I was that soldier who sat in that room. I had those conversations, and I watched as they went, ‘ah, we can get them with this guy.’”</strong></p>



<p class="wp-block-paragraph">To a certain extent I’ve made a lot—at least some of the mistakes as well. The disadvantage I guess of being both a developer at certain times and an operator at certain times is I’ve made a lot of mistakes on both sides as I’ve learned the practices around them. Which I think is then useful when you’re talking to people who were knee-deep in thorny problems that you have some empathy for, like the challenge they’re trying to address.</p>



<p class="wp-block-paragraph"><strong>There are several directions we could take this conversation. You’ve got the background in security which is still in a lot of places the missing trough, if you like. I’d love to call it a link, but putting security into the DevOps process is still something that’s got to be force fitted sometimes. You’ve also got that big organization and big governmental public organization experience. Then you were breaking down little walls of confusion of your own in the very early days.</strong></p>



<p class="wp-block-paragraph"><strong>You’ve seen DevOps go from a thing that people were talking about because it was a good idea to a thing that everyone’s talking about because everyone else is talking about it, and trying to do it. How would you like to—what do you see—out of all of that when you’re working with other organizations today—where things are at, in DevOps terms?</strong></p>



<p class="wp-block-paragraph">Yeah, good question. Similar to the software evolution of DevOps itself. It wasn’t that there was this word ‘DevOps’ and suddenly people started talking about infrastructure automation or developers and operators working together. Those things were starting to happen anyway. They were starting to happen in individual organizations. They were starting to happen with passionate open source developers. They were starting to happen in large organizations, but it was mainly separate. You’ve got those conversations happening in lots and lots of places, but there’s not one place for it to come together. That’s what the DevOps word and DevOps banner and the DevOps community developed into.</p>



<p class="wp-block-paragraph">Honestly, I still see that happening today. Terms always cross through that somewhere in the hallways, and successful terms cross over that barrier of, now everyone’s talking about it because everyone needs to be talking about DevOps apparently. Some people get quite cynical about that because they’re like, ‘what does DevOps mean?’ The reality is that, compared to five years ago, six years ago, seven years ago, more people today are talking about the need for development operations to work together fundamentally. The need to automate the patterns that we see that allow us to go faster without sacrificing security, without sacrificing safety. I just think it’s grown—we’re having the same conversations and that’s a good thing because they’re reaching more people.</p>



<p class="wp-block-paragraph"><strong>That’s an interesting philosophical difference compared to some of the people I’ve discussed DevOps with. I’m just going to play this through in my head and make sure I remember it all. You’re saying that this need for—I like what you said: “There are patterns to move faster without sacrificing certain elements to get the two sides to work together.” That’s a very ‘both sides of the divide’ kind of way of presenting it, whereas some of the people I’ve spoken to have come much more from the developer side, and said, “If we’re going to work faster, we need to bring the ops people on board.” I think when we think about what we’re trying to do with enterprises, it is about aligning with the conversations maturing within those enterprises rather than bringing it in as a big new thing.</strong></p>



<p class="wp-block-paragraph">I’ve seen and talked to people who have said, “oh, DevOps is driven—it’s a plot by developers to get rid of the operations people.” I’ve also seen operations people saying the opposite—where it’s a plot by the ops people to control developers. I’ve seen DevOps events where it’s been mainly about developer conversations. I’ve seen DevOps events where it’s mainly been about operations conversations. Some of this is just about—it’s very local and that might be a local event. It might be local companies. Who is driving this in your organization turns out to be really interesting. Who’s driving the change? In large organizations, sometimes that’s: who’s got the budget? Who’s got the political capital to make this change?</p>



<p class="wp-block-paragraph">I think where DevOps works it’s fundamentally about acknowledging it a bit more of ‘yes there are specialists and yes, they’re skilled. Yes, there are separate budgets or separate organizations, but we’re better off individually and collectively if we work together.’ Some of it is giving up some of that ‘I’m an operator,’ ‘I’m a developer’ tribalism in pursuit of ‘What does our company do? What does our organization do?’ That’s the primary driver.</p>



<p class="wp-block-paragraph"><strong>It’s funny. It’s a bit like when you say, “Oh, I work with computers,” and they say, “What printer should I buy?” I was speaking to someone who worked for utility at running club last night, and he said, “We’re looking to expand our use of DevOps across the organization.” (I thought, I’m trying to have a run here.) He was asking me things and then there was one moment he said, “Because they&#8230;” I said, “There’s your problem. How can you get above that ‘because they?’” Who’s above it that can see it as a ‘we’ thing rather than a ‘they’ thing. It wasn’t just a waffley thing that someone says. He absolutely engaged with that and said, “You know what, that’s absolutely it.”</strong></p>



<p class="wp-block-paragraph">Often organizations have quite reasonable reasons at the time, structured themselves in such a way that you build those barriers. You build those incentives that literally pit people further down the organizational tree against each other. I think appreciating those incentives are often like, why is someone working like that? Oh, it’s because literally that’s how they grow as a person. They’ve been told that’s how they reach the next level in their career, and not because it affects&nbsp;<em>you</em>, but because that’s the thing you’re optimizing for.</p>



<p class="wp-block-paragraph">I think if you can go visit people in your organization on ‘the other side’ who you perceive [as ‘other’] organizationally, structurally, socially, and asking them “What are your incentives? What are the main things you’re trying to optimize?” It’s the classic developer thing of&#8230; the operations people want to maximize stability and the developers want to maximize velocity.</p>



<p class="wp-block-paragraph">If you don’t acknowledge that those two things are in opposition, you have incentivized your two bits of your own organization to ultimately never get on. I think incentives are high under the management thing or a big part of embracing DevOps especially in large organizations. Smaller organizations, it’s true, but those people probably sit next to each other. In larger organizations, there’s probably several layers of hierarchy between you and the people setting those incentives.</p>



<p class="wp-block-paragraph"><strong>Yeah, different building, different sites, whatever. I was thinking the security people are there to enforce policy as well which is another dimension to it.</strong></p>



<p class="wp-block-paragraph">The DevOps banner I think has been just something where people can come and talk about their different incentives and try and build some things together including the security community. The very early DevOps events definitely had no security. They weren’t in the room. Similarly they weren’t in the room as those people went back to their organizations. It was maybe three years in or so, like seven, eight years ago when early inquisitive security people started showing up at some of the DevOps events. That was the topic that was suddenly really interesting in those events. Maybe like chaos engineering today or observability is today. We’ve seen I guess over the last ten years of having that banner, having that lens, security with definitely—it’s still critically important, but it wasn’t until maybe five, six years ago, when people really started showing up to have those joint conversations.</p>



<p class="wp-block-paragraph"><strong>It was almost given where it’s coming from. I was doing this stuff in the ‘90s when dev and ops were certainly not talking to each other. If they were, it was all a bit fraught, and just getting them to talk to each other was—you’re not done, but boy you just need to fall back and regroup and get your breath back before then moving on to other stakeholder groups. We used to, in ISDN days, we use to talk about multifunctional teams, but I’m pretty confident that we didn’t have a security person in that team.</strong></p>



<p class="wp-block-paragraph">Yeah, and it’s still true in lots of organizations. Again, people need to feel bad about that. I think their acknowledging that ‘wouldn’t it be great if they were there?’ I think that’s the mental model change. Where I’ve seen that work, suddenly the security people are in demand. They’re having things brought to them, and their problems change from playing whack-a-mole after the fact, to going ‘there are too many people asking for my time here,’ and I can really see a sea change there.</p>



<p class="wp-block-paragraph"><strong>Given how you said that different organizations will see it more as a developer thing or an operations thing or a top-down thing, where is the budget, etc, etc. Should all organizations be trying to do DevOps, or should all organizations be just trying to evolve in the right direction?</strong></p>



<p class="wp-block-paragraph"><strong>You could put a digital transformation hat on some of this, but just get to a state where they’re working together better and more agile so on and so forth, and DevOps just naturally falls out of that? Their own blend of DevOps. How does it work?</strong></p>



<p class="wp-block-paragraph">Yeah. I would say all organizations would surely benefit to a certain extent of having empathy across roles and working together more closely. I think it’s easy to say that; it’s also what was actually needed on the ground. I think it’s easy to be cynical there. To me, to a certain degree, doing that really is DevOps. It’s like that cultural aspect of it because that’s probably the bit that is often more ignored in the pursuit of the other properties.</p>



<p class="wp-block-paragraph">I quite like the ‘CAMS’ description of DevOps if you like: the ‘culture, automation, measurement, and sharing.’ Ultimately metrics and automation can be tricky, but most organizations will have some pursuit of those. Most people are not today saying “We shouldn’t automate these things.” They might say “It’s expensive to automate these things; we’re automating these things first,” but most of them are not in my experience completely anti-automation.</p>



<p class="wp-block-paragraph">In a similar way, most are not anti-collection of metrics and actually measuring things. Again, the DevOps community has a lot of material and so do others about improving those things. If you combine them with a culture that really emphasizes sharing, to me that is just DevOps. Whether you’re doing the long list of different practices, the different people like the cloud.</p>



<p class="wp-block-paragraph">I think DevOps avoids the peril here by being undetailed and unspecified in comparison to something like an Agile process or an SRE more opinionated take on this. I think when it comes to the opinions there is no universal ‘everyone should be doing X.’ I’m a fan of Agile for all sorts of different development activities, but it’s not the panacea. It’s not the&nbsp;<em>only</em>&nbsp;thing you should ever do to your problem. If agile is the solution, it’s great. SRE similarly is a much more opinionated take on the higher-level DevOps practices. Again, that’s very suitable in some organizations. Maybe it’s too much in others.</p>



<p class="wp-block-paragraph">DevOps I think is such a broad banner. To me, it’s just a word under which we have all these conversations about this space. That has downsides, but I do think it makes it universally that you&nbsp;<em>should</em>&nbsp;be adopting some of those things.</p>



<p class="wp-block-paragraph"><strong>Is it a journey or a state of mind?</strong></p>



<p class="wp-block-paragraph">To me, it’s a banner. It’s the sign under which we have these conversations at the moment in time. At some point, that will, the banner will move to something else. It’s just a pointer. I wouldn’t say it’s a destination certainly, and I guess ‘state of mind’ isn’t a bad description. I generally just describe it as the banner under which we have the conversation happening at the moment.</p>



<p class="wp-block-paragraph"><strong>Yeah, so it’s more setting the direction than getting to the place.</strong></p>



<p class="wp-block-paragraph">Yeah, absolutely.</p>



<p class="wp-block-paragraph"><strong>With that in mind, that all just got very, very philosophical. (Laughter) In your experience, is it just the case of literally printing something out in a big piece of cloth and sticking it at the front of the building or given your background, with the Docker side of things, with the automation and CI/CD side of things, etc. What are the things that catalyze the ability to move within that banner? Below that banner that you just do.</strong></p>



<p class="wp-block-paragraph">I think some of it comes down to you need concrete things at the end of the day, and that’s where the tools come in. Ultimately, finding tools that cross boundaries. I guess the pathological case is when your security team buy separate tools and they’ll do it under a banner of a CIO, and your operations team buys monitoring tools. Again, separate budget, separate organization. The overlap in the tool is actually quite large, but the presentation of the information might be different for a different audience. Your developers now have application level monitoring. Suddenly you’re all using separate tools that overlap quite a bit. The fact you’re using separate tools means you don’t have to collaborate. You don’t have<em>&nbsp;a way</em>&nbsp;of collaborating across data, even though that’s security data about the applications you’re running on your infrastructure.</p>



<p class="wp-block-paragraph">I think sharing tools brings people together in the same way as sharing physical space brings people together. You suddenly see things that you wouldn’t have seen otherwise. ‘Oh, look. My application—it’s not just that the frontend has been responsive, but actually, look, the backend process is taking up too much disk space’ or ‘oh, look. The cluster it’s running on, why do we need this much capacity versus this other application that another team is running?’ I think shared tooling helps. Continuous integration I think is often at the heart of that because it’s one place where the pipeline metaphor can really be useful for a shared set of tooling and different teams, different types of teams injecting things into a shared pipeline over which we’re deploying software.</p>



<p class="wp-block-paragraph">The security team introducing security checks is just a step in a pipeline. They’re not trying to take over your application. They’re injecting something that’s useful to everyone, and it’s visible to everyone, but it’s about addressing the security team needs or providing information to the developers.</p>



<p class="wp-block-paragraph">I think shared tooling is super important. Monitoring, visibility, tooling, logging, tooling similarly. I think a lot of that, when it comes to the software delivery side, continuous integration is key. If you have that and you have that shared across the different disciplines in your organization, and that might be service management people, that might be asset inventory, that might be the security teams, the operations teams, the developers. You can have these conversations often in code in a shared setting versus ‘oh no that’s, only the development team have access to this tool. Only the operations team have access to this tool.’</p>



<p class="wp-block-paragraph"><strong>That’s making it very delivery-centric and as you say, operations is fantastically important, and all that monitoring and so on. First thing you need to do is streamline how you deliver with everyone as part of that streamlined delivery.</strong></p>



<p class="wp-block-paragraph">I think it depends where—what the pain point is in your organization. There are organizations [where] the priority is delivering new functionality and features or whole new services; where all of those services actually have an active development team and that development team is in-house. There’s also organizations where actually, the majority of the work they’re doing is running software. Actually, the majority of that software isn’t even first party, it’s third party. I think all of these shared tools that benefit which ever end of that spectrum you’re on.</p>



<p class="wp-block-paragraph">Where you start, I think depends on your starting point. If you are actually starting your applications and you’re undergoing that digital transformation then maybe your insourcing, you’re seeing a lot of that at the moment back in-house.Then step one, you have to get a continuous integration set up in place, share that across your different disciplines and have the conversation in code and configuration about what’s in the pipeline with everyone because then you can then have a really reasoned debate about what’s going on there.</p>



<p class="wp-block-paragraph">If you’re mainly running things, I would say start with monitoring, start with logging and again, having the visibility into what’s happening, but can be used for debugging applications and capacity planning. It can be used for security analysis. Have one thing like one source code to them. That might be the best place to start. Obviously, there are others. I think it’s contextual.</p>



<p class="wp-block-paragraph"><strong>Excellent. This is not a completely glib question, but it’s going to come across like one. Surely the answer is ‘microservices for everything’ and then the tooling fits with the architecture and the targets and people just need to align around that?</strong></p>



<p class="wp-block-paragraph">Again, I don’t think there’s generally speaking one size fits all, especially in that case of: ‘Look, we’re not actually building loads of software, we’re just running third party software.’ I guess this is one of those things where surely as a developer earlier in my career, I just knew the software I was building and I thought about the software I was building. I knew other teams adjacent to me were building software. Actually, then you would talk to the operations people and they would be like “We’re running 100 different applications. We have to care about many different things.” I think the trade-offs there were different. If you think about microservices and individual teams going, ‘oh, I’ve gone from managing and writing one application to splitting that into five or six services.’ That is amplified on the operation side.</p>



<p class="wp-block-paragraph">I think there are operational advantages to that, but there are disadvantages as well. I think in organizations which were embracing a ‘you build it, you run it’ type of approach where you’re pushing the operational responsibilities down to the development teams themselves with often assistance from operators and security teams. In that world, ultimately the trade-offs you’re making from an architecture and development point of view, you’re bearing the cost of them as well. That can work really well because you create the services that work for the domain that make it easy to develop and deploy them independently, but you’re bearing the operational cost, so you understand that it’s not free.</p>



<p class="wp-block-paragraph">I think if you have a disconnected organization that doesn’t get on, that hasn’t really built up that relationship yet, microservices can just make that worse. Suddenly instead of throwing over the wall one thing every six months, I’m now throwing 100 things every day from the operations side.</p>



<p class="wp-block-paragraph"><strong>It’s gone from granite blocks to tennis balls, isn’t it?</strong></p>



<p class="wp-block-paragraph">Tennis balls fired via cannon from multiple different angles at a rate that’s going on 24/7. I think…</p>



<p class="wp-block-paragraph"><strong>I just like to say for the record I apologize for putting that in and I in no way think that the whole lot of microservices&#8230; but it was a good way to ask the question.</strong></p>



<p class="wp-block-paragraph">Yeah, I think that’s the thing with all of the, there are patterns and practices around the DevOps community that actually are absolutely the right thing to be knowledgeable about and interested in and consider in your organization. I think asking and answering questions like that is an important way of people realizing: put it in your context. Understand the problems that it’s solving and then say, “Do you have those problems?” or “Is that the most important problem we should solve first?”</p>



<p class="wp-block-paragraph"><strong>Awesome. I think that’s possibly a good point to leave it on, which was absolutely excellent. What have we learned? It’s about understanding the needs of your own organization. It’s about not trying to apply DevOps as a conceptual thing but working with it as a banner below which you should be migrating things that you actually understand and know about. (I hate the word ‘’ by the way.) I mean should in the context of don’t try and do it the wrong way. Do it the easy way. We’ve learned that it’s about getting that continuous integration in place and sharing that across different parts of the organization and building up from there. Have I missed anything?</strong></p>



<p class="wp-block-paragraph">No. Especially you should start with a focus on individual practices, whether that is getting really good at continuous integration, becoming really good at deployment, and becoming really good at monitoring, becoming really good at securing your applications, becoming really good at asset management. Pick practices that represent problems and focus on those. Be knowledgeable about what’s going on in the DevOps community and the conversation around those things that’s happening. Don’t just do it how you’ve always done it. Actually, yeah, it’s the practices that will move you forward,&nbsp;<em>not</em>&nbsp;‘doing DevOps.’</p>



<p class="wp-block-paragraph"><strong>Awesome. Gareth, thank you so much for your time. Everyone listening out there, if you’ve got any questions at all for us, do send them over. You know where to find us on Twitter, etc. I really appreciate it. Any last glib single sentence from yourself?</strong></p>



<p class="wp-block-paragraph">Don’t be too cynical about the benefits of people talking about empathy and talking to each other. There’s just a load of things to learn and generally speaking [it’s] quite interesting at the same time.</p>
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		<title>10 tough Jenkins interview questions and answers for DevOps engineers</title>
		<link>https://www.bestdevops.com/10-tough-jenkins-interview-questions-and-answers-for-devops-engineers/</link>
					<comments>https://www.bestdevops.com/10-tough-jenkins-interview-questions-and-answers-for-devops-engineers/#respond</comments>
		
		<dc:creator><![CDATA[anil]]></dc:creator>
		<pubDate>Fri, 17 Aug 2018 05:31:27 +0000</pubDate>
				<category><![CDATA[Continuous Delivery]]></category>
		<category><![CDATA[Continuous Deployment]]></category>
		<category><![CDATA[Continuous Integration]]></category>
		<category><![CDATA[DevOps]]></category>
		<category><![CDATA[DevOps Tools]]></category>
		<category><![CDATA[(CI/CD)]]></category>
		<category><![CDATA[CI server]]></category>
		<category><![CDATA[DevOps Engineers]]></category>
		<category><![CDATA[DevOps security]]></category>
		<category><![CDATA[Jenkins]]></category>
		<guid isPermaLink="false">http://www.bestdevops.com/?p=4243</guid>

					<description><![CDATA[Source &#8211; theserverside.com To be a full stack developer or a DevOps engineer, you need to know CI/CD. It is an absolute [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>Source &#8211; theserverside.com</p>
<p>To be a full stack developer or a DevOps engineer, you need to know CI/CD. It is an absolute requirement. If you&#8217;re applying for a new technical position and want to be prepared, here are 10 tough Jenkins interview questions and answers for DevOps engineers that employers often ask.</p>
<h3>Jenkins interview questions strategies</h3>
<p>A good strategy to use to apply to this set of tough Jenkins interview questions and answers for DevOps professionals is to first read through each question and formulate your own response. Then, read our answers. If you disagree, that is OK; just make sure you are ready to articulate your own ideas on the topic.</p>
<h3>Jenkins interview questions for DevOps</h3>
<p>Here are the 10 sample Jenkins interview questions for DevOps engineers. Before delving into the set of answers, read through this list, and see how comfortable you are coming up with your own responses to these tough Jenkins interview questions.</p>
<ol>
<li>What are the software prerequisites that must be met before Jenkins is installed?</li>
<li>What is the syntax Jenkins uses to schedule items such as build jobs and SVN polling?</li>
<li>Name a Jenkins environment variable you have used in a shell script or batch file.</li>
<li>Name three security mechanisms Jenkins uses to authenticate users.</li>
<li>Describe the standard process to configure and use third-party tools within Jenkins.</li>
<li>Name two ways a Jenkins node agent can be configured to communicate back with the Jenkins master.</li>
<li>How do you take a backup of your Jenkins build jobs in order to prepare for disaster recovery?</li>
<li>Name three steps or stages a typical Jenkins pipeline might include.</li>
<li>How can you temporarily turn off Jenkins security if the administrative users have locked themselves out of the admin console?</li>
<li>Polling a Git repository for new commits is considered a Jenkins anti-pattern. What is a sound alternative to SVN polling?</li>
</ol>
<h3>Tough Jenkins interview questions answered</h3>
<p>Here are the aforementioned answers to the advanced Jenkins interview.</p>
<p><strong>1. What are the software prerequisites that must be met before Jenkins is installed?</strong></p>
<p>Since version 2.54, Jenkins requires an installation of the Java Development Kit (JDK). JAVA_HOME should also be configured prior to installation. Version 1.8 of the JDK is the minimum that Jenkins will support.</p>
<p>Jenkins also requires the services of a Jakarta Enterprise Edition (EE) web profile-compliant servlet engine in order to run, although Jenkins comes with an embedded Jetty runtime that can be used if an existing Tomcat, WildFly or WebSphere application server is not available.</p>
<p><strong>2. What is the syntax Jenkins uses to schedule items such as build jobs and SVN polling?</strong></p>
<p>Jenkins uses the cron syntax to schedule various items within the tool.</p>
<p>The cron syntax is represented by five asterisks, with each one separated by a space. The first asterisk represents <em>minutes</em>, the second represents <em>hours</em>, the third the <em>day of the month</em>, the fourth the <em>month itself</em> and the fifth the <em>day of the week</em>. For example, to schedule a build job to pull from GitHub every Friday at 5:30 p.m., the syntax would be: 30 17 * * 4.</p>
<p><strong>3. Name a Jenkins environment variable you have used in a shell script or batch file.</strong></p>
<p>There are a number of environment variables that are available by default in any Jenkins build job. A few commonly used ones include:</p>
<ul>
<li>$JOB_NAME</li>
<li>$NODE_NAME</li>
<li>$WORKSPACE</li>
<li>$BUILD_URL</li>
<li>$JOB_URL</li>
</ul>
<p>Note that, as new Jenkins plug-ins are configured, more environment variables become available. For example, when the Jenkins Git plug-in is configured, new Jenkins Git environment variables, such as $GIT_COMMIT and $GIT_URL, become available to be used in scripts.</p>
<p>This isn&#8217;t one of the most overly advanced Jenkins interview questions and answers, but it does demonstrate that the interviewee has indeed created a scripted Jenkins build job before.</p>
<p><strong>4. Name three security mechanisms Jenkins uses to authenticate users.</strong></p>
<p>Jenkins can authenticate users in one of three ways:</p>
<ol>
<li>Jenkins can use an internal database to store user data and credentials. (This is the default.)</li>
<li>Jenkins can be configured to authenticate against a Lightweight Directory Access Protocol server.</li>
<li>Jenkins can be configured to employ the authentication mechanism used by the application server upon which it is deployed.</li>
</ol>
<p><strong>5. Describe the standard process to configure and use third-party tools within Jenkins?</strong></p>
<p>The process to use a third-party tool, such as Node, SonarQube or <a href="https://www.theserverside.com/tutorial/Five-basic-Git-commands-every-beginner-needs-to-know">Git</a> typically follows a four-step process.</p>
<ol>
<li>The third-party software must be installed.</li>
<li>A Jenkins plug-in that supports the third-party tool must be installed through the Jenkins admin console.</li>
<li>The third-party tool must be configured in the Tools tab of the Manage Jenkins section of the admin console.</li>
<li>Finally, the plug-in can be used from within a Jenkins build job. The plug-in will then facilitate communication between the Jenkins build job and the third-party tool.</li>
</ol>
<p>This is a tough Jenkins interview question for DevOps professionals because not every third-party tool is configured in exactly the same way. For example, Jenkins can be configured to install Maven itself, rather than requiring a pre-existing installation. Similarly, third-party tools, like Checkstyle or JaCoCo, can be downloaded at build time by Maven. So these four steps are not always adhered to strictly, but at a high level, these are the typical steps required to install and configure a third-party Jenkins tool.</p>
<p><strong>6. Name two ways a Jenkins node agent can be configured to communicate back with the Jenkins master.</strong></p>
<p>The tool provides two mechanisms for starting a Jenkins node agent:</p>
<ol>
<li>Launch a Jenkins node agent from a browser window.</li>
<li>Launch a Jenkins node agent from the command line.</li>
</ol>
<p>When a Jenkins node agent is launched from a browser, a JNLP file is downloaded. When it runs, the JNLP file launches a new process on the client machine that runs Jenkins jobs.</p>
<p>To launch from the command line, the <em>agent.jar</em> file is required on the client. This executable JAR file is run from the command line, along with a reference to the slave agent&#8217;s JNLP file that is hosted on the server. Like the JNLP file downloaded through a web browser, running this command launches a process on the client that can communicate with the Jenkins master and run Jenkins build jobs when it has idle clock cycles.</p>
<p><strong>7. How do you take a backup of your Jenkins build jobs in order to prepare for disaster recovery?</strong></p>
<p>Each Jenkins build stores its configuration as XML in a subdirectory of the <em>JENKINS_HOME\jobs</em> folder. By copying this folder to a secondary location, the configuration of all of the build jobs managed by the Jenkins master will be backed up as a result. Checking this folder into a source code management tool like Gitisn&#8217;t a bad idea either. Knowledge of ways to perform Jenkins Git integration is always looked upon fondly in a DevOps interview.</p>
<p>By simply copying the contents of this folder to a new Jenkins server instance, all of the build jobs described in this folder will be restored the next time the Jenkins server is started.</p>
<p>It&#8217;s also worth noting that a history of all build jobs that have been run is written to this folder as well. To really impress the interviewer asking this advanced Jenkins interview question for DevOps, mention that using a <em>.gitignore</em> file and ignoring job-related files will ensure that any Git repository that stores Jenkins project configuration data will make sure only configuration data is stored. Build job history should be archived elsewhere and not stored in a source code repository.</p>
<p><strong>8. Name three steps or stages a typical Jenkins pipeline might include.</strong></p>
<p>A full-blown Jenkins pipeline will build a project from source code, put it through a variety of unit, integration, performance and user acceptance tests, and then, finally, if every test succeeds, deploy a packaged application to an application server, Nexus repository or Docker container. So, three fundamental stages would be:</p>
<ol>
<li>Build</li>
<li>Test</li>
<li>Deploy</li>
</ol>
<p>Of course, the best way to implement a Jenkins pipeline as code is to employ many modular steps. To really impress the interviewer asking one of these tough Jenkins interview questions for DevOps engineers, expand on these three stages, and describe a more complete Jenkins pipeline as code example.</p>
<p><strong>9. How can you temporarily turn off Jenkins security if the administrative users have locked themselves out of the admin console?</strong></p>
<p>The <em>JENKINS_HOME</em> folder contains a file named <em>config.xml</em>. When security is enabled, this file contains an XML element named useSecurity that will be set to true. By changing this setting to false, security will be disabled the next time Jenkins is restarted.</p>
<pre>&lt;useSecurity&gt;false&lt;/useSecurity&gt;</pre>
<p>When asked one of these advanced Jenkins interview questions on DevOps security, be sure to emphasize that disabling security should always be both a last resort and a temporary measure. Once any authentication issues are resolved, be sure to re-enable Jenkins security and reboot the CI server.</p>
<p><strong>10. Polling a Git repository for new commits is considered a Jenkins anti-pattern. What is a sound alternative to SVN polling?</strong></p>
<p>Constantly polling a source code management tool like Git or Subversion to check if a new commit has been issued is a waste of clock cycles and should be avoided.</p>
<p>A better approach is to reverse this process and have the source code tool trigger a Jenkins build when new commits happen. With GitHub or GitLab, it is relatively easy to configure a post-commit hook that runs every time a commit is successful. When provided with the URL of the Jenkins build, the post-commit hook can easily trigger a Jenkins build, eliminating the need to have Jenkins constantly poll the source code repository.</p>
<h3>Impress on that Jenkins interview</h3>
<p>These are indeed a set of tough Jenkins interview questions and answers for DevOps engineers and aspiring cloud-native practitioners to tackle. But if you are comfortable with the responses provided here and can comfortably put these responses into your own words, you&#8217;ll have no problem impressing your future employer with your ability to respond to a variety of advanced Jenkins interview questions that cover a wide and disparate range of DevOps topics.</p>
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		<item>
		<title>Continuous Integration Tools: Jenkins vs Travis CI</title>
		<link>https://www.bestdevops.com/continuous-integration-tools/</link>
					<comments>https://www.bestdevops.com/continuous-integration-tools/#respond</comments>
		
		<dc:creator><![CDATA[anil]]></dc:creator>
		<pubDate>Mon, 01 May 2017 07:28:31 +0000</pubDate>
				<category><![CDATA[Continuous Integration]]></category>
		<category><![CDATA[DevOps]]></category>
		<category><![CDATA[DevOps Tools]]></category>
		<category><![CDATA[CI server]]></category>
		<category><![CDATA[CI Tools]]></category>
		<category><![CDATA[Continuous integration tools]]></category>
		<category><![CDATA[Jenkins]]></category>
		<category><![CDATA[Jenkins or Travis CI]]></category>
		<category><![CDATA[Software Development]]></category>
		<category><![CDATA[Travis CI]]></category>
		<guid isPermaLink="false">http://www.bestdevops.com/?p=1419</guid>

					<description><![CDATA[Integration hell is a real productivity killer. Learn how CI servers work, and how Jenkins and Travis CI compare so you can pick the right tool for your project.]]></description>
										<content:encoded><![CDATA[
<p class="wp-block-paragraph">Software development is hard enough without the last-minute chaos that comes from merging long-lived branches. Two developers work in isolation, each testing their own code successfully, then push both branches into the master repository — and everything breaks. This painful scenario has a name: <strong>integration hell</strong>.</p>



<p class="wp-block-paragraph">When diverging branches are merged separately near the end of a project, incompatibilities that were invisible during isolated development suddenly surface. The team is left with two bad options: roll back and restart, or forensically debug the combined codebase. Either way, the project goes over budget and behind schedule.</p>



<p class="wp-block-paragraph">The practical cure is straightforward: integrate early and integrate often — in other words, practise <strong>continuous integration</strong>.</p>



<h2 class="wp-block-heading">What Is Continuous Integration?</h2>



<p class="wp-block-paragraph">Continuous integration (CI) is the practice of frequently merging developer changes back into a shared main branch, with each merge automatically validated by a suite of tests. If the tests pass, the change is accepted. If they fail, the merge is blocked and the team is notified before a broken build reaches the main branch.</p>



<p class="wp-block-paragraph">The goal is to surface integration problems as soon as they are introduced — when they are cheap to fix — rather than at the end of a release cycle, when they are expensive.</p>



<h2 class="wp-block-heading">What Does a CI Server Do?</h2>



<p class="wp-block-paragraph">A CI server automates the integration workflow so that developers do not have to trigger tests manually. The typical flow looks like this:</p>



<ol class="wp-block-list">
<li>A developer commits and pushes a change to a version-control repository (commonly GitHub).</li>
<li>The repository notifies the CI server via a webhook.</li>
<li>The CI server checks out the code, runs the configured test suite, and reports a pass or fail status.</li>
<li>If tests pass, the change can be merged and the artefact built. If they fail, developers receive an alert with enough detail to identify the problem.</li>
</ol>



<p class="wp-block-paragraph">CI servers can also be scheduled to run builds periodically — every hour, nightly, or on any cadence that suits the team — independently of individual commits.</p>



<p class="wp-block-paragraph">Two widely used CI tools are <strong>Jenkins</strong> and <strong>Travis CI</strong>. Neither is universally superior; they suit different team sizes, project types, and infrastructure preferences.</p>



<h2 class="wp-block-heading">Jenkins</h2>



<h3 class="wp-block-heading">What Is Jenkins?</h3>



<p class="wp-block-paragraph">Jenkins is an open-source, self-hosted CI server written in Java. Builds and tests can be triggered by repository events, by upstream pipeline steps, or on a fixed schedule. Jenkins pipelines are defined in code (Jenkinsfile), giving teams fine-grained control over every stage of their build, test, and deployment workflow.</p>



<h3 class="wp-block-heading">Key Strengths</h3>



<ul class="wp-block-list">
<li><strong>Extensive plugin ecosystem.</strong> Jenkins has a large library of community and vendor plugins covering source control integrations, build tools, authentication providers, notification channels, and container orchestration (including Docker and Kubernetes).</li>
<li><strong>Free for any project type.</strong> Because Jenkins is open source, it carries no licensing cost for either public or private repositories.</li>
<li><strong>Full infrastructure control.</strong> Because the server runs on your own hardware or cloud instance, sensitive code never leaves your environment — an important consideration for regulated industries and government projects.</li>
<li><strong>Flexible scheduling.</strong> Builds can be triggered by commits, pull requests, time-based schedules, or manual triggers.</li>
</ul>



<h3 class="wp-block-heading">Trade-offs</h3>



<ul class="wp-block-list">
<li><strong>You own the infrastructure.</strong> Jenkins requires a dedicated server (physical, virtual, or cloud). Provisioning, patching, and scaling that server is the team&#8217;s responsibility.</li>
<li><strong>Steeper initial setup.</strong> Out-of-the-box Jenkins is deliberately minimal. Configuring plugins, agents, credentials, and pipelines to match your workflow can take hours to days for a non-trivial project.</li>
<li><strong>Maintenance overhead.</strong> Keeping Jenkins and its plugins up to date is an ongoing operational task.</li>
</ul>



<h2 class="wp-block-heading">Travis CI</h2>



<h3 class="wp-block-heading">What Is Travis CI?</h3>



<p class="wp-block-paragraph">Travis CI is a hosted CI service. Configuration lives in a <code>.travis.yml</code> file committed to the repository. Travis CI reads that file, provisions a fresh build environment, runs the specified steps, and reports results — all without the team needing to maintain any server infrastructure.</p>



<h3 class="wp-block-heading">Key Strengths</h3>



<ul class="wp-block-list">
<li><strong>Fast onboarding.</strong> Connecting a repository and adding a <code>.travis.yml</code> file typically takes minutes. There is no server to provision.</li>
<li><strong>Hosted, managed infrastructure.</strong> The Travis CI team handles server maintenance, updates, and scaling. Teams pay for the service rather than for operational time.</li>
<li><strong>Multi-environment testing.</strong> Travis CI can run tests concurrently across multiple language versions, operating systems (Linux and macOS), and configurations defined in a build matrix.</li>
<li><strong>Docker support.</strong> Docker is available within Travis CI build environments, enabling container-based testing workflows.</li>
</ul>



<h3 class="wp-block-heading">Trade-offs</h3>



<ul class="wp-block-list">
<li><strong>Cost for private projects.</strong> Travis CI is free for public (open-source) repositories, but private repository builds require a paid plan.</li>
<li><strong>Less customisable.</strong> Travis CI does not have a plugin ecosystem comparable to Jenkins. Advanced or unusual build requirements may be harder to accommodate.</li>
<li><strong>Third-party data handling.</strong> Build environments run on Travis CI&#8217;s infrastructure. Teams with strict data-residency or security requirements should evaluate whether this is acceptable.</li>
</ul>



<h2 class="wp-block-heading">Jenkins vs Travis CI: Side-by-Side Comparison</h2>



<figure class="wp-block-table"><table><thead><tr><th>Factor</th><th>Jenkins</th><th>Travis CI</th></tr></thead><tbody><tr><td>Hosting model</td><td>Self-hosted</td><td>Cloud-hosted (SaaS)</td></tr><tr><td>Setup time</td><td>Hours to days</td><td>Minutes</td></tr><tr><td>Cost (public projects)</td><td>Free</td><td>Free</td></tr><tr><td>Cost (private projects)</td><td>Free (server cost only)</td><td>Paid plan required</td></tr><tr><td>Customisation</td><td>Very high (plugin ecosystem)</td><td>Moderate (YAML config)</td></tr><tr><td>Infrastructure maintenance</td><td>Team&#8217;s responsibility</td><td>Managed by Travis CI</td></tr><tr><td>Docker support</td><td>Yes (via plugins)</td><td>Yes (built-in)</td></tr><tr><td>Kubernetes integration</td><td>Yes (via plugins)</td><td>Limited</td></tr><tr><td>Data residency control</td><td>Full control</td><td>Third-party hosted</td></tr></tbody></table></figure>



<h2 class="wp-block-heading">Which Tool Should You Choose?</h2>



<p class="wp-block-paragraph">The right choice depends on your project&#8217;s size, security requirements, and the operational capacity of your team.</p>



<ul class="wp-block-list">
<li><strong>Choose Travis CI</strong> if you are running an open-source project, want to be productive within minutes, and do not want to manage server infrastructure. The hosted model and build-matrix feature make it particularly well-suited for libraries that need to validate against multiple language versions.</li>
<li><strong>Choose Jenkins</strong> if you are working on a large or enterprise project with complex pipeline requirements, need full control over your build environment, want to avoid per-seat or per-build licensing costs for private code, or must keep source code entirely within your own infrastructure. If your organisation already operates servers, the incremental cost of running Jenkins on them is low.</li>
</ul>



<p class="wp-block-paragraph">It is also worth noting that the CI landscape has expanded significantly since Jenkins and Travis CI first became popular. Tools such as GitHub Actions, GitLab CI/CD, CircleCI, and Tekton now offer compelling alternatives, and many teams evaluate several options before committing. The core principle, however, remains constant: automate integration early and often to keep the cost of fixing problems as low as possible.</p>
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