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About me

If you're a mid-level engineer who's been stuck at the same level for a while — or you're trying to break into Google, Meta, or another top company — I know exactly how that feels, because I've helped dozens of engineers get unstuck. I'm a Senior SRE at Google, where I work on the reliability of Google Search and Gemini AI. Before Google, I spent 6+ years at Adobe as an SRE. I have 12 years of hands-on experience in SRE, DevOps, system design, and infrastructure at scale. What makes my mentorship different: I won't give you a generic study plan you could find on YouTube. I'll look at your specific background, your target company, and your actual gaps — and give you a direct, honest plan. I've helped engineers with: → Cracking FAANG system design and SRE interviews → Transitioning from dev/DevOps roles into SRE → Getting promoted to Senior or Staff engineer → Resumes that get past the initial screening 5/5 rating · Top 1% mentor on Topmate · People's Choice

Frequently asked questions

What is site reliability engineering (SRE)?

Site reliability engineering (SRE) is a software engineering approach to running large-scale systems reliably. Instead of managing operations manually, SREs apply engineering principles to operations work — they define reliability targets (SLOs), build monitoring and automation, respond to incidents, and reduce repetitive manual work ("toil"). The practice was pioneered at Google and is now used by most large product companies to keep services fast, available, and scalable.

What is site reliability engineering in DevOps?

SRE is best understood as a prescriptive, engineering-driven way of implementing DevOps ideas. DevOps is a broad culture of collaboration between development and operations; SRE turns that culture into concrete practices — error budgets to balance speed with stability, automation of toil, blameless postmortems, and measurable reliability targets. If you already work in DevOps, moving into SRE usually means going deeper on coding, distributed systems, and reliability at scale.

What are the main site reliability engineering roles and responsibilities?

Typical SRE responsibilities include defining SLIs, SLOs, and error budgets; building and maintaining monitoring, alerting, and observability; handling production incidents and writing postmortems; capacity planning and performance tuning; automating manual operational work; and improving the reliability of deployments at scale. Most SRE roles also expect solid coding (usually Python, Go, or similar), deep Linux and networking knowledge, and participation in an on-call rotation.

How to become a site reliability engineer?

The most common path is to build strong fundamentals first — Linux internals, networking (DNS, TCP/IP, load balancing), one programming language such as Python or Go, and hands-on experience with a cloud platform and containers/Kubernetes. Many engineers transition into SRE from DevOps, backend development, or sysadmin roles, since production experience is highly valued. From there, learn reliability concepts (SLOs, incident response, postmortems), practice structured troubleshooting, and work on real projects that show you can run systems in production — that combination is exactly what SRE interviews test.

How to learn site reliability engineering?

A practical learning order: (1) get comfortable with Linux and networking, (2) learn to code in Python or Go, (3) pick a cloud platform like GCP or AWS and deploy a small service yourself, (4) add containers, Kubernetes, and monitoring tools such as Prometheus and Grafana, and (5) study reliability concepts — SLOs, error budgets, on-call practices, and incident management. Reading the well-known SRE books written by Google engineers and then applying the ideas in a personal project or your current job is the fastest way to make the knowledge stick.

Which site reliability engineering book should I start with?

Start with the Google SRE Book ("Site Reliability Engineering: How Google Runs Production Systems") — it is the book that defined the field and is freely available online. It covers SLOs, toil, monitoring, on-call, and incident management with real examples. After that, "The SRE Workbook" is the natural follow-up because it shows how to actually implement those practices in a team. If you are preparing for interviews specifically, pair the reading with hands-on troubleshooting practice rather than relying on theory alone.

How to prepare for a system design interview?

Prepare in three stages. First, learn the core building blocks: load balancing, caching, databases (SQL vs NoSQL), sharding, message queues, consistency trade-offs, and back-of-the-envelope estimation. Second, study a repeatable framework — clarify requirements, estimate scale, sketch the high-level design, deep-dive into components, and discuss bottlenecks — and apply it to classic problems like a URL shortener or a chat app. Third, practice out loud under time pressure; doing mock interviews with a peer or a mentor who has sat on interview panels is the biggest differentiator, because design interviews test communication as much as knowledge.

What are the most common system design interview questions?

The most frequently asked ones include: design a URL shortener, design a rate limiter, design a chat application (WhatsApp-style), design a news feed (Twitter/Instagram-style), design a notification system, design a distributed message queue, design a file storage service (Dropbox-style), design a ride-hailing app (Uber-style), and design a video streaming platform. Practicing 10–15 of these classics end-to-end usually prepares you to handle most variations interviewers throw at you.

Which is the best system design interview book?

System Design Interview by Alex Xu is the most widely recommended starting point — Volume 1 teaches the core concepts and walks through classic designs, and Volume 2 goes deeper into more advanced systems. It works well alongside an online course or question bank, because the book gives you the patterns while live practice builds the fluency to apply them in an actual interview. If you have time for only one resource, this book plus several mock interviews is a solid combination.

What is Grokking the System Design Interview?

Grokking the System Design Interview is a popular online course that teaches a step-by-step method for answering design questions and works through classic problems such as URL shorteners, chat systems, and news feeds. It is useful for learning a structured approach quickly, especially when you are short on time. That said, it works best as a foundation — you still need to practice designing systems out loud and getting feedback, since real interviews involve follow-ups and trade-off discussions that a course alone cannot simulate.

What are the most common SRE interview questions and answers?

SRE interviews usually cover a predictable set of areas: Linux internals and commands, networking (what happens when you type a URL, TCP vs UDP, DNS), scripting or coding problems, troubleshooting scenarios (a server is slow or a service is down — walk through your debugging), monitoring and observability tools, cloud and Kubernetes questions, incident-response process, and behavioral questions about past outages. Strong answers follow a structure — clarify the symptom, isolate the layer (application, host, network), form a hypothesis, and verify it — rather than jumping straight to a fix.

What are scenario-based SRE interview questions for experienced engineers?

For experienced candidates, expect scenarios like: "A deployment caused a spike in 5xx errors — what do you do in the first 10 minutes?", "p99 latency doubled after a release — how do you investigate?", "how would you handle a cascading failure across regions?", or "walk me through the worst incident you handled and the postmortem that followed." Interviewers are testing your incident triage instincts, communication under pressure, and whether you think in terms of impact → mitigation → root cause → prevention. Prepare three or four real stories from your own production experience and be ready to go deep on them.

How do I prepare for Google SRE interview questions?

Google's SRE interviews typically include a coding round (data structures and algorithms), a systems troubleshooting round, system design with a reliability focus, and behavioral questions about past projects and teamwork. Prepare by practicing debugging out loud, revising core CS fundamentals, reading Google's own published SRE material to understand how they think about reliability, and doing mock interviews to simulate the pressure. The exact loop varies by level and team, but structured thinking and clear communication matter in every round.

How to see interview questions on Glassdoor?

Search for the company on Glassdoor, open its page, and go to the "Interviews" tab — there you can filter candidate-reported interviews by job role (for example, "Site Reliability Engineer" or "Software Engineer") and location to see the questions people were actually asked. Read several reports for your target role to spot repeating patterns, then build those questions into your own practice set for mock interviews. Treat them as a signal of focus areas rather than a question bank to memorize.