Building a Smart Security Guard for Your Server 🛡️
This project is part of the HNG DevOps internship (Stage 3), and trust me, it sounds way more complicated than it actually is. Let's break it down tog…
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Building a Terraform Module Scaffold with structkit
Building a Terraform Module Scaffold with structkit Target: dev.to, /r/devops, /r/Terraform | SEO: terraform module template generator, infrastructure…
After Knowledge, Discipline
Anatomy of a Claude Code setup that pays for itself The most common reaction when I show people my Claude Code workflow is some version of: "isn't tha…
CI/CD Pipeline Optimization: From 20-Minute to 3-Minute Builds
Originally published on TechSaaS Cloud Originally published on TechSaaS Cloud CI/CD Pipeline Optimization: From 20-Minute to 3-Minute Builds Real numb…
Build vs Buy: The Framework for Engineering Leaders
Originally published on TechSaaS Cloud Originally published on TechSaaS Cloud Build vs Buy: The Framework for Engineering Leaders How to make the call…
Building a Rolling-Baseline HTTP Anomaly Detector (No Fail2Ban)
Every VPS running a public web app gets hit with traffic it didn't ask for, from scrapers, brute-force login attempts, or just someone's misconfigured…
Организация производства Информационных систем. Часть 9. Современные подходы
В последнее время происходит фундаментальный сдвиг парадигмы от управления изменениями (проектами) к управлению ценностью (продуктами). Жесткие границ…
Are we the only service to run monorepos?
Importing existing projects into Diploi has been possible for some time. The first versions were limited to simple Node.js and Lovable projects and, t…
Microservices: A Practical Crash Course for Engineers Who Actually Ship
Microservices: A Practical Crash Course for Engineers Who Actually Ship Microservices have become one of the most discussed architectural patterns in …
Why Every Pull Request Needs an Explainable Merge Decision
Some pull requests waste a surprising amount of time without anyone touching the code. They look almost ready, but the conversation turns into process…
We got sick of giving 30% of our revenue to marketplaces, so we built own licensing logic
Hey guys, Quick story. A while back, I launched a desktop tool and realized I was losing about $3,000 out of every $10,000 just to "convenience fees" …
The Importance of Tech Debt
Tech debt is like a snowball; if you don’t address it, it’ll grow and crush you. Make debt repayment part of your sprint goals. It’s an investment in …
When my RL agent started writing about Star Wars instead of fixing servers
A Sunday-morning postmortem on teaching a 3B model to do enterprise IT triage with GRPO. It's 1 AM on a Sunday. The Meta × PyTorch OpenEnv Hackathon s…
Stop flying blind on flaky tests — pytest-cloudreport gives you HTML reports and cross-run history
If you've ever stared at a CI failure that passes locally, or watched the same test flap for the third time this week with no idea how often it's actu…
HCP Terraform's free tier is gone - what AWS teams should actually do next
When the HashiCorp BSL licence change landed in August 2023, we thought "HashiCorp won't do anything too aggressive - they need the community too much…
Code In, Cluster Out: Building Reproducible Edge Kubernetes with NixOS, K3s, and Forgejo
What if your entire Kubernetes edge cluster, from the kernel to the workload, was a single reproducible function? No drift. No snowflakes. No, "this n…
9 Tools Big Tech Uses Internally (Now Open Source)
Most "best tools" lists are just GitHub trending with extra steps. Same 10 repos. Same README marketing. Nothing that shows you how teams shipping at …
Best Transactional Email Provider: How to Choose
Your app lives or dies on deliverability, latency, and trust—and picking the best transactional email provider isn’t the same as picking a newsletter …
Azure ML Pipelines + Azure DevOps: CI/CD for ML with Terraform 🔁
Manual ML retraining is a reliability risk. Azure ML Pipelines orchestrates the ML workflow while Azure DevOps automates testing, validation, and depl…
Anthropic April 23 Postmortem: 3 Confounding Changes Behind Claude Code's Month-Long Quality Drop
Anthropic April 23 Postmortem: 3 Confounding Changes Behind Claude Code's Month-Long Quality Drop Reading like an aviation accident report — engine fa…
CloudFormation Diagram Generator — Visualize AWS Templates Instantly
InfraSketch now supports CloudFormation. Paste a CloudFormation YAML or JSON template — including all the !Ref , !GetAtt , and !Sub shorthand you're u…
Audit WCAG 2.1 accessibility on every pull request (free GitHub Action)
I build web apps and I always mean to audit accessibility before shipping, and I never do. axe-core DevTools is great but it's a browser extension I h…
Migrating a PHP monolith in production: how I think about it
TL;DR — A security breach took down a site running on a 10-year-old Debian server with an obsolete LAMP stack. No access to the original infrastructur…
Kubernetes Building Blocks(1)
Introduction If you liken Kubernetes to an ocean, those individual drops that make up the ocean are the core building blocks: Namespaces , Pods , Repl…
Consistent Project Scaffolding at Scale with structkit
Consistent Project Scaffolding at Scale with structkit Every engineering team eventually hits the same wall: onboarding a new service takes half a day…
Agentic AI for App Modernization What the Accenture WaveMaker Bet Means
Legacy application modernization has always been expensive, slow, and risky — but for mid-market companies sitting on portfolios of aging Java, .NET, …
AI in DevOps: Why Adoption Lags in CI/CD (and What Comes Next)
AI is everywhere except in CI/CD Developers now use AI for nearly everything, except the part that actually ships code. Recent surveys conducted by Je…
Risk Management for Developers: A 2026 Practitioner Guide"
At 04:09 UTC on July 19, 2024, a single CrowdStrike Falcon sensor update hit production. Within minutes, roughly 8.5 million Windows machines across a…
Docker for Beginners: From Zero to Running a Full Stack Locally in 10 Minutes
"Install PostgreSQL, then Redis, then Elasticsearch, configure these 12 environment variables, make sure you're on Node 20 not 18, and oh — the tests …
Looking for feedback on a small OpenTofu repo
I’ve been putting together a small OpenTofu repo for AWS and OpenStack VM/networking workflows. It’s still early, but before I spend more time buildin…