System Desgin
Scalable UGC Webhook API: 5 Patterns for 2026
A sudden 502 surge proved my Go‑Redis webhook queue can drown under load. UGC webhook API with idempotent streams cuts latency and eliminates duplicate…
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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.
507 articles
kubernetes
Sidecar Proxy Pattern for AI Observability: 5 Tips (2026)
LLM latency spikes expose ms and CPU overhead from direct instrumentation. The sidecar proxy pattern isolates telemetry, slashing debugging time and lower costs.
AI
Partial Billing Failures in AI Workflows – 5 Fixes (2026)
A phantom Stripe timeout erased a $12 charge, revealing how partial billing failures cripple AI pipelines. Adopt the saga pattern to secure revenue instantly.
flutter
Flutter AI-driven Error Recovery 2026: 5 Proven Strategies
A NullPointerException once hurled 12k users to the store; with Flutter AI-driven error recovery, the app could auto‑patch, save sessions, and slash MTTR.
Backend Dev
Event-Driven Architecture Message Loss 4 Tracing Fixes 2026
An order‑placed event vanished from Kafka? Event‑Driven Architecture Message Loss hides in silent Lambda timeouts. Trace records end‑to‑end and eliminate drops.
kubernetes
Outbox Pattern for Kubernetes Billing Events: 5 Steps (2026)
Double‑billing complaints? The outbox pattern Kubernetes writes billing events inside the DB transaction, guaranteeing delivery and slashing audit‑headaches.
AI
Harness Agent Plugin: 5 Proven AI Deployment Tips (2026)
Your AI rollout can crash on hidden rate‑limit bugs. The Harness Agent Plugin guide teaches backoff, jitter, and circuit‑breaker to keep deployments stable.
AI
Partial Failures in AI Agents: 5 Robust Strategies (2026)
Your AI assistant froze at 2 am when a weather API timed out. How partial failures in AI can be isolated, retried, and healed, keeping…
AI
AI Billing Queue Deadlock: 5 Fixes (2026)
At 2 am dashboard froze, and a hidden AI billing queue deadlock stopped every Stripe invoice. Fix it with idempotency keys, saga orchestration, and…
AI
ChatGPT Prompt Chaining for 3D Assets: 5 Tips (2026)
A single AI prompt broke your build with a bad mesh. ChatGPT prompt chaining breaks asset creation into focused steps, cutting dev time, catching…
AI
Fine‑grained AI Cost Attribution: 5 Steps for 2026
Zombie agents ate $12K, turning your AI budget into a hole. Fine‑grained AI cost attribution tags each request, logs usage, and shows dashboards cut…
Backend Dev
Python vs Go for Billing Webhooks: 2026 Performance Showdown
Duplicate payment events clogged our queue, spiking latency and causing double‑charges. Python vs Go shows which stack keeps webhook throughput stable, cheap.
Backend Dev
Python vs Go for Real‑Time Billing Webhooks (2026 Guide)
A midnight webhook flood doubled charges, exposing the limits of our Python vs Go stack—Go sustains >10k req/s under 200 ms, Python stays smooth under 1k req/s.
DevOps
Secure AI credentials in Harness CD 5 Practices (2026)
Mid‑night CI failure exposed a hard‑coded OpenAI key, burning $12k. Secure AI credentials with short‑lived Vault leases and zero‑trust logs to prevent waste.
AI
MCP vs gRPC: Choosing the Right Agent Protocol (2026)
When agent chats time‑out, the protocol you pick decides latency and reliability. MCP vs gRPC shows how to slash response times and keep production…
Backend Dev
Idempotent Billing Go: 5 Steps for AI Subscriptions (2026)
When users double‑click “Upgrade”, Stripe charges twice and churn spikes. Discover idempotent billing Go methods that guarantee one charge and cut tickets.
Backend Dev
Idempotent Billing Service Go: 5 Tips (2026)
When a Stripe charge repeats, customers rage. Learn idempotent billing service Go techniques that prevent double‑charges, slash refunds, and keep revenue safe.
AI
Flutter vs React Native: AI Mobile Apps Benchmark (2026)
Your AI app crashes on launch? See how Flutter vs React Native benchmarking trims inference latency by up to 30 ms and keeps memory stable…