AI
AI Agent Monorepo Structure: 2026 Production Guide
Polyrepo dependency hell is killing agent pipelines. The right monorepo structure eliminates drift, centralizes telemetry, and orchestrates CRM,…
// tag archive
devops
10 articles
Backend Dev
PostgreSQL Connection Pooling: AI Agents Guide (2026)
AI agents are crashing your DB? Optimize PostgreSQL connection pooling with PgBouncer transaction mode and tiered micro-pools to…
DevOps
AI Calling Agents: Serverless vs Kubernetes (2026 Guide)
My AI voice agent failed 40% of calls during a spike. Here is the hard-won truth about containerizing…
kubernetes
Kubernetes AI Agent Failures: Debug with OpenTelemetry (2026)
Silent AI agent failures bleed revenue while Kubernetes shows green status. Use OpenTelemetry instrumentation to catch logic hangs…
DevOps
Harness Agent canary deployment — 5 Fixes (2026)
Stuck on “Verifying” stage? Harness Agent canary deployment failures disappear minutes by checking delegate logs, fixing network paths,…
DevOps
AI Agent vs Traditional Automation: CI/CD Showdown (2026)
Mid‑night CI queues choked by flaky tests. With AI agent‑driven pipelines, you can auto‑remediate failures in seconds, cutting…
System Desgin
Monolith vs Microservices: 5 Tradeoffs for Startups (2026)
A 2‑am outage traced to three HTTP calls shows why early teams need speed. Monolith vs Microservices shows…
Backend Dev
From PR to Production: How Kubernetes Deployments Actually Work (Single Service + Microservices in the Real World)
Most developers know how to write code. Fewer understand what actually happens after they click “Merge Pull Request.”…
Backend Dev
Why Your Node.js App Is Fast Locally but Slow in Production
A senior engineer’s deep dive into performance illusions, real bottlenecks, and hard-earned lessons If you’ve shipped a Node.js…
Backend Dev
Redis Is Not a Database (Until You Treat It Like One)
Redis has an identity problem—and most teams make it worse. On paper, Redis is simple: an in-memory data…