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⚡ AI Lessons

Dev.to · Amaresh Pelleti
4d ago
Git 3.0: What Actually Breaks (SHA-256, Rust, More)
Git 3.0 defaults new repos to SHA-256, requires Rust to build, and drops 7 commands. Here's exactly what breaks and what to check before it ships.

Dev.to · Amaresh Pelleti
5d ago
ECS vs EKS: What Each One Actually Costs You
ECS vs EKS costs more than the sticker price suggests. Here's the real control-plane math, the extended-support trap, and how to actually choose.

Dev.to · Amaresh Pelleti
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
CKA vs CKAD vs CKS: Which Cert to Take First
CKA vs CKAD vs CKS compared: exam format, cost, passing scores, and prep time for each Kubernetes certification, plus which one to take first.

Dev.to · Amaresh Pelleti
🔧 Backend Engineering
3w ago
Database Provisioning Is Now an AI Agent's Job
Database provisioning is shifting from humans to AI agents — Neon's own numbers show why, and what it changes about how you design schemas and access.

Dev.to · Amaresh Pelleti
☁️ DevOps & Cloud
1mo ago
GitHub Actions and Git: A Complete Workflow Guide
A practical guide to Git and GitHub Actions for teams: branching models, rebase vs merge, workflow structure, OIDC, caching, and what breaks in production.

Dev.to · Amaresh Pelleti
1mo ago
Git 2.55: History Fixup, Rust by Default, Safer Checkouts
Git 2.55 adds history fixup, a safer checkout -m, and Rust required to build from source. Here's exactly what changed and what to check.

Dev.to · Amaresh Pelleti
☁️ DevOps & Cloud
1mo ago
Kubernetes in 2026: The Complete Guide for DevOps Teams
A Kubernetes guide organized by architecture, security, cost, and CI/CD — with real production outages and an opinionated verdict in every section.

Dev.to · Amaresh Pelleti
🧠 Large Language Models
⚡ AI Lesson
2mo ago
GPT-5.6 Explained: Sol, Terra, and Luna Pricing
GPT-5.6 launched July 9, 2026 in three tiers — Sol, Terra, and Luna. Here's what each is for, exact pricing per million tokens, and how Sol compares to Fable 5.

Dev.to · Amaresh Pelleti
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Terraform Helm Provider Migration: v3 Breaking Changes
The Terraform Helm provider migration to v3 turned set blocks into nested lists. Here's the exact syntax change and how to fix state upgrade errors.

Dev.to · Amaresh Pelleti
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Google Cloud Data Agent Kit: Build Pipelines from Your IDE Without the Boilerplate
Google Cloud Data Agent Kit adds BigQuery, GCS, and Spark to your IDE. Build data pipelines in VS Code or Claude Code without writing boilerplate SQL.

Dev.to · Amaresh Pelleti
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Falco on Kubernetes: Runtime Security with eBPF
Set up falco kubernetes security with Helm and eBPF. Covers modern_ebpf driver, alert routing with Falcosidekick, and custom rules for real production threats.

Dev.to · Amaresh Pelleti
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Helm 4 Migration Guide: What Breaks and How to Fix It Before EOL
Helm 3 final feature release hits September 9. This helm 4 migration guide covers breaking changes—renamed flags, post-renderers, registry auth.

Dev.to · Amaresh Pelleti
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
PostgreSQL on Kubernetes — Complete Setup Guide with CloudNativePG
How to run production-grade PostgreSQL on Kubernetes using CloudNativePG — HA clusters, automated failover, backups, PgBouncer, and PITR.
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