Backend Dev
Circuit Breaker Pattern: 2026 Guide for AI Agents
Prevent retry storms from crashing your AI marketing agents. Implement the circuit breaker pattern to handle unreliable third-party APIs and fail fast during outages.
// author
Nilesh Raut
’m Nilesh, a Software Development Engineer with 2+ years of experience, specializing in Go, JavaScript, Python, Docker, Kubernetes, Git, Jenkins, microservices, and system design (LLD/HLD), backed by a strong foundation in data structures and algorithms. Alongside my engineering journey, I bring 4+ years of hands-on experience in SEO, where I’ve worked extensively on content strategy, keyword research, technical SEO, and organic growth, helping products and businesses scale efficiently by aligning solid technology with search-driven performance.
420 articles
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 and LLM timeouts before sales notices.
AI
Async vs Event-Driven Python: AI Agent State Guide (2026)
5,000 AI agents stuck, Twilio bills spiking—naive async failed. See why event-driven patterns save production fleets and prevent 2 AM pages.
Backend Dev
Idempotent Retry Logic in Go: AI CRM Calls (2026 Guide)
Duplicate CRM calls are destroying your customer data. Implement idempotent retry logic in Go with Redis-backed state, circuit breakers, and exponential backoff.
AI
AI Calling & CRM Agents: Build Production Apps (2026)
Production AI agents fail without resilient architecture. Learn to build stable AI calling, CRM, ads, and lead gen systems that handle real-world edge cases.
System Desgin
I Built an AI Employee That Watches My Competitors’ Prices 24/7 (Node.js + Claude API)
What Is an AI Competitor-Monitoring Agent, Really? It’s tempting to think of this as “an AI that watches websites.” It’s more accurate — and…
Backend Dev
Multi-Region Redis Session Management: 5 Tips (2026)
A read‑only replica stalled logins across Europe. Multi‑region Redis gives resilient, TLS‑secured session storage, slashing outage impact and low latency.
Backend Dev
Prevent Goroutine Leaks: 5 Proven Fixes (2026)
When hidden goroutine leaks surge memory and CPU, your Go HTTP service can crash. Prevent goroutine leaks with context code, timeouts, and leak‑detection tools.
AI
Agent Cost Optimization 2026: 5 Hybrid AI Hacks
Your AI team blew $3,200 overnight when an agent over‑consumed GPUs. Learn agent cost optimization to slash hybrid‑cloud spend and keep budgets on track.
Backend Dev
Idempotent Kafka Consumer in Go: 5 Proven Patterns (2026)
A double‑charge after a Kafka rebalance showed at‑least‑once delivery can duplicate actions. Idempotent Kafka consumer with Redis deduplication prevents duplicates
AI
Maniatureprodt AI Micro‑Frontends: 5 Performance Tips (2026)
Your AI widgets stalled the page after one timeout. Maniatureprodt AI micro‑frontends add orchestrated lifecycles, caching and sub‑50 ms cold starts.
cover
System Desgin
I Built a Local AI SQL Agent That Lets You Talk to Your PostgreSQL Database
GitHub: NileshRaut-code/Database-Ai-Agent The Problem: Simple Questions, Painful SQL Every backend developer knows this moment. Someone from sales or ops walks up and asks something…
kubernetes
AI Agent Memory Leak in Kubernetes: 5 Fixes (2026)
Your LLM chatbot crashes as pods hit OOM‑kill. Discover the AI agent memory leak in Kubernetes and apply fixes to stop leaks, stabilize, and…
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, and adjusting timeouts.
AI
OpenTelemetry Span Tracing for Multi‑Agent Workflows (2026)
An agent failure can cut your trace at the orchestrator, leaving you blind. OpenTelemetry span tracing stitches every hop, giving visibility with ≤2 % overhead.
flutter
Flutter AI State Management: 5 Proven Strategies (2026)
Flutter AI apps stutter and hit the 60 fps wall when state blows up. Learn Flutter AI State Management to isolate streams, trim latency ~40%…
Backend Dev
Postgres vs CockroachDB: Global Event Store Guide (2026)
A 10k‑event‑per‑second write storm crashed Postgres. Switching to CockroachDB cut tail latency by 40 %—Postgres vs CockroachDB proves winner for microservices.
Backend Dev
UGC Product Hook Pattern: 5 Real‑Time Moderation Tips (2026)
Live‑chat stalls when a pre‑submission hook hits a rate limit, but the UGC Product Hook pattern adds circuit‑breakers and DLQs so moderation stays under…