47 articles

📰 Dev.to · Aleksei Aleinikov

Articles from Dev.to · Aleksei Aleinikov · 47 articles · Updated every 3 hours · View all reads

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Your Ingress Controller Choice Is Really a Choice About Operational Pain
Dev.to · Aleksei Aleinikov 1w ago
Your Ingress Controller Choice Is Really a Choice About Operational Pain
Every ingress controller can route traffic. That is not the hard part. The real question is what...
Backups Can Save Your Data. They Cannot Automatically Save Your Data Warehouse
Dev.to · Aleksei Aleinikov 1w ago
Backups Can Save Your Data. They Cannot Automatically Save Your Data Warehouse
A lot of teams say the same thing after a warehouse incident: “We have backups. We’re fine.” Not...
Docker Hardening Starts by Taking Away What the Container Never Needed
Dev.to · Aleksei Aleinikov 1w ago
Docker Hardening Starts by Taking Away What the Container Never Needed
A lot of container risk comes from leaving the defaults untouched. Run as root. Keep broad...
You Don’t Always Need Redis to Speed Up Data Access
Dev.to · Aleksei Aleinikov 1w ago
You Don’t Always Need Redis to Speed Up Data Access
The moment performance comes up, a lot of teams say the same thing: “Just add Redis.” But if the...
PodDisruptionBudget Is What Stops Routine Kubernetes Maintenance from Breaking Production
Dev.to · Aleksei Aleinikov 1w ago
PodDisruptionBudget Is What Stops Routine Kubernetes Maintenance from Breaking Production
You can follow every maintenance step correctly and still break production in...
Small Web APIs That Quietly Fix Annoying UI Code
Dev.to · Aleksei Aleinikov 1w ago
Small Web APIs That Quietly Fix Annoying UI Code
Not every useful web platform improvement is a big feature. Some are just small fixes for old...
Observability in Microservices Starts Making Sense When Metrics, Traces, and Logs Work Together
Dev.to · Aleksei Aleinikov 1w ago
Observability in Microservices Starts Making Sense When Metrics, Traces, and Logs Work Together
In distributed systems, failure rarely arrives all at once. Latency creeps up. Retries pile...
VictoriaLogs on Kubernetes: A Logging Setup That Stays Practical
Dev.to · Aleksei Aleinikov 1w ago
VictoriaLogs on Kubernetes: A Logging Setup That Stays Practical
I did not want a fancy logging demo. I wanted something I could actually run every day in...
AI Is Powerful in 2026 — But That Still Isn’t AGI
Dev.to · Aleksei Aleinikov 1w ago
AI Is Powerful in 2026 — But That Still Isn’t AGI
AI looks brilliant when the task is small, clean, and well framed. The problem starts when real...
Use Codex CLI with More Than One Model Provider via Bifrost
Dev.to · Aleksei Aleinikov 1w ago
Use Codex CLI with More Than One Model Provider via Bifrost
Codex CLI is great in the terminal. The messy part starts when you want multiple model providers...
Industrial AI Does Not Fail Because the Model Is Weak
Dev.to · Aleksei Aleinikov 1w ago
Industrial AI Does Not Fail Because the Model Is Weak
Everyone talks about AI changing industry. But in factories, one drifting sensor can be enough to...
Data Poisoning Is the AI Risk Too Many Teams Still Underestimate
Dev.to · Aleksei Aleinikov 1w ago
Data Poisoning Is the AI Risk Too Many Teams Still Underestimate
Most people worry about prompt injection. They should also worry about what the model already...
Still using Editor, long-lived service account keys, or permanent admin access in GCP?
Dev.to · Aleksei Aleinikov 1w ago
Still using Editor, long-lived service account keys, or permanent admin access in GCP?
Then your IAM may be working — but it is not mature. Secure IAM in 2026 means: smallest possible...
Using Playwright + Bright Data Browser API in a Kubernetes Scraping Pipeline
Dev.to · Aleksei Aleinikov 1w ago
Using Playwright + Bright Data Browser API in a Kubernetes Scraping Pipeline
A Playwright script that works on your laptop can still fail once it becomes a scheduled scraping...
Your RAG Pipeline Might Be Missing the Most Important Thing: Fresh Context
Dev.to · Aleksei Aleinikov 1w ago
Your RAG Pipeline Might Be Missing the Most Important Thing: Fresh Context
Most RAG tutorials focus on embeddings, vector stores, and retrieval quality. But there is one...
Angular + SSR in 2025: Faster First Paint, Fewer Flickers 🚀
Dev.to · Aleksei Aleinikov 7mo ago
Angular + SSR in 2025: Faster First Paint, Fewer Flickers 🚀
I upgraded a production Angular app — and instantly felt the difference. In my new guide, I...
Camunda Without Java: Why It’s a Game-Changer in 2025 ⚙️
Dev.to · Aleksei Aleinikov 7mo ago
Camunda Without Java: Why It’s a Game-Changer in 2025 ⚙️
Think Camunda is only for Java teams? Not anymore. In my new guide, I show how to run Camunda as a...
⚡ Go + Memory Pools: Dodging GC Pauses in 2025
Dev.to · Aleksei Aleinikov 7mo ago
⚡ Go + Memory Pools: Dodging GC Pauses in 2025
“Oh mighty GC, spare us during the telemetry burst!” 🙏 When 200 drones reported back at once, the...
🚀 RAG in Go: From Zero to Answers in One Evening
Dev.to · Aleksei Aleinikov 7mo ago
🚀 RAG in Go: From Zero to Answers in One Evening
Thought building a RAG service needs big infra? Think again. With just Go + PostgreSQL (pgvector) +...
Angular in 2025: Still Struggling With Data Flow?
Dev.to · Aleksei Aleinikov 7mo ago
Angular in 2025: Still Struggling With Data Flow?
The hardest part isn’t HTML or CSS — it’s predictable state management between components. Here’s...