CACiphemic academiainciphemicacademia.hashnode.dev·19h ago · 6 min readTerraform vs. Manually Configuring Infrastructure: Why the Difference Matters More Than It SeemsTerraform vs. Manually Configuring Infrastructure: Why the Difference Matters More Than It Seems Clicking through a cloud console to create a server, a database, or a network is how almost everyone st00
CACiphemic academiainciphemicacademia.hashnode.dev·4d ago · 7 min readObservability: What It Actually Means Beyond Adding Some Logs (2026)Adding Some Logs Is Not Observability Nearly every backend project — running on the cloud infrastructure this typically runs on or otherwise — eventually gets a few console.log or print statements sca00
CACiphemic academiainciphemicacademia.hashnode.dev·6d ago · 6 min readCI/CD Pipelines vs. Manual Deployment: Why "It Works on My Machine" Isn't EnoughCI/CD Pipelines vs. Manual Deployment: Why "It Works on My Machine" Isn't Enough Manually deploying an application — pushing code, SSHing into a server, running a few commands, checking that it looks 00
CACiphemic academiainciphemicacademia.hashnode.dev·Sep 16 · 7 min readData Engineer Career Path: Beyond the Clean CSV Import (2026)A Clean CSV Import Is Not a Data Engineering Portfolio Almost every beginner data project starts the same way: import a clean CSV, run a few transformations, load it into a table, done. It's a reasona00
CACiphemic academiainciphemicacademia.hashnode.dev·Sep 15 · 7 min readKnowing Go Syntax Is Not the Same as Knowing GoKnowing Go Syntax Is Not the Same as Knowing Go Go is a small, deliberately simple language — you can learn its syntax in a weekend. That's exactly why so many self-taught Go developers plateau quickl00
