DevOps, Deployment, Infrastructure
Pipelines, containers, observability, on call rotation, and the operational layer that keeps SaaS alive.
45 posts · page 2 of 2
- DevOps, Deployment, Infrastructure
Cost Allocation for Engineering: A FinOps Primer
Engineering cost without allocation is an opaque blob. Allocated by team, feature, or customer, the cost becomes visible and actionable. Here is the FinOps primer that fits a small SaaS.
12 min read
- DevOps, Deployment, Infrastructure
Containerization: Why Docker Is Still Worth Learning
Containers feel like solved infrastructure now. They are not. The engineers who understand Docker deeply ship faster and debug better than the ones who treat containers as a black box.
12 min read
- DevOps, Deployment, Infrastructure
CI CD Pipelines That Engineers Trust: A Pattern Library
Engineers either trust the pipeline or work around it. The pipeline that engineers trust has fast feedback, useful errors, deterministic results, and a clear path from green to deployed. Here are the patterns.
12 min read
- DevOps, Deployment, Infrastructure
CI Caching Strategies That Cut Build Times in Half
Slow CI is the silent productivity tax on most engineering teams. The right caching strategies cut build times in half with a day of engineering work. Here is what works in 2026.
12 min read
- DevOps, Deployment, Infrastructure
Chaos Engineering at Startup Scale
Chaos engineering at startup scale is not Netflix's chaos monkey. It is a small set of deliberate failure tests that catch the issues you would otherwise meet in production. Here is the scaled down playbook.
12 min read
- DevOps, Deployment, Infrastructure
Blue Green Deployments vs Canary vs Rolling: A Decision Tree
Rolling for the daily case. Canary when the risk is asymmetric. Blue green when the cost of a bad cutover is unacceptable. Here is the decision tree I use with clients, with the actual trade offs.
12 min read
- DevOps, Deployment, Infrastructure
AWS ECS vs EKS vs Fargate: A SaaS Founder Comparison
ECS for small teams who like AWS native. EKS for teams that want Kubernetes portability. Fargate for teams that do not want to manage nodes. The honest cost and operational trade offs.
13 min read
- DevOps, Deployment, Infrastructure
The First Hire in DevOps: When and What
The signals that tell you it is time to hire a dedicated DevOps or infrastructure engineer -- and what the role should actually cover at startup scale.
12 min read
- DevOps, Deployment, Infrastructure
The Quiet Cost of Vendor Lock In: A Practical Audit
Vendor lock in is rarely a disaster you see coming. It arrives as a pricing change, an API deprecation, or a contract renewal you cannot walk away from. Here is how to audit your exposure before it matters.
11 min read
- DevOps, Deployment, Infrastructure
The Customer Communication Playbook for Incidents
What to say to customers during an outage, when to say it, and how to write the update that rebuilds trust after the incident ends.
12 min read
- DevOps, Deployment, Infrastructure
The Engineering Dashboard Every Founder Should Have
The metrics a technical founder needs to see daily to understand whether the engineering team is healthy and the product is reliable.
12 min read
- DevOps, Deployment, Infrastructure
The Migration From Heroku: A Step By Step
How to migrate off Heroku without downtime: the sequence, the gotchas, and the platforms worth considering in 2026.
12 min read
- DevOps, Deployment, Infrastructure
The Game Day: How to Run a Failure Simulation
How to run a structured failure simulation that reveals the gaps in your incident response before a real incident exposes them to customers.
12 min read
- DevOps, Deployment, Infrastructure
The Error Budget: SRE for Small Teams
Error budgets are not just for Google. A small team with one or two services can adopt the core SRE idea in a week and spend the rest of the year making better reliability trade offs.
12 min read
- DevOps, Deployment, Infrastructure
The On Call Rotation That Engineers Can Actually Sustain
Most on call rotations are designed by people who are not on call. Here is the structure that keeps engineers alert, keeps the team healthy, and actually reduces incidents over time.
12 min read
- DevOps, Deployment, Infrastructure
The Disaster Recovery Plan That Fits on One Page
A disaster recovery plan that is actually used in a crisis needs to be short, specific, and executable by anyone on the team under pressure.
12 min read
- DevOps, Deployment, Infrastructure
Trunk Based Development for Small Teams
Long-lived branches accumulate merge debt. Trunk-based development removes the debt by keeping everyone on one branch. Here is how small teams adopt it without chaos.
11 min read
- DevOps, Deployment, Infrastructure
The Monorepo vs Polyrepo Debate Settled for Startups
For startups with 1-10 engineers, the monorepo wins: shared types, one CI pipeline, and no cross-repo dependency headaches.
12 min read
- DevOps, Deployment, Infrastructure
Why Vercel Cannot Be Your Entire Backend
Vercel is excellent at what it is built for. It is not built to be the only home for a serious SaaS backend, and the projects I have rescued because someone tried prove the point. Here is where the boundary is.
12 min read
- DevOps, Deployment, Infrastructure
The Twelve Factor App in 2026: Still Relevant, Slightly Updated
The twelve factor methodology is fifteen years old. Most of it holds. A few factors need a modern reread. Here is which ones still matter, which ones need updating, and the two that the original list missed.
12 min read
- DevOps, Deployment, Infrastructure
The Deployment Pipeline That Survives Real World Pressure
What a production-grade CI/CD pipeline needs to do reliably when the team is shipping fast and the stakes are real.
12 min read