kubernetes
Kubernetes Agent Not Responding: 5 Debug Tips (2026)
A pod crashed when a NetworkPolicy blocked health‑check traffic, flooding kubelet logs with “agent not responding”. Get steps to debug and fix probe failures.
// 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.
449 articles
AI
ManiatureProDT Integration 5 Tips for AI Dashboards (2026)
A frozen AI panel? A mis‑wired ManiatureProDT integration can halt ops. This guide adds retry logic, static CSS, and tree‑shakable for reliable dashboards.
AI
AI Prompt Versioning 2026: 5 Rollback Strategies (Guide)
When a new prompt crashes checkout, you need deterministic rollbacks. AI Prompt Versioning snapshots context, tools, and data for instant, safe recovery.
flutter
AI Agent State Synchronization in Flutter: 5 Ways (2026)
A flaky WebSocket wiped users’ task lists. Get AI agent state synchronization for Flutter apps that guarantees reliable updates with CRDTs, gRPC‑web, and caching.
AI
AI Agent Retraining Automation 2026: Harness Pipeline Guide
A $250K loss after market‑data drift exposed missing AI Agent Retraining alerts. Harness 2026 pipelines automate retraining and give instant rollback.
DevOps
Event-driven Architecture for SmokeRevel: 5 Tips (2026)
Flaky tests doubled results and broke our dashboard. Event-driven architecture for SmokeRevel decouples execution, delivers instant, reliable aggregation.
Backend Dev
Postgres Connection Pooling for Go Services (2026)
A 120K‑RPS spike crashed our inbox as Postgres ran out of sockets. Postgres connection pooling in Go prevents timeouts, cuts latency, and lets you…
AI
Retry and Backoff Strategy for AI APIs: 5 Tips (2026)
When your LLM chatbot hits 429 storms, the system collapses. Master Retry and Backoff Strategy for AI APIs to slash latency, stop cost spikes,…
flutter
Flutter CPU Debugging: 5 Fixes for AI Apps (2026)
180% CPU in a simple Flutter AI demo? Flutter CPU debugging uncovers interpreter rebuilds and shader stalls—cache models, use isolates, and cut usage by…
AI
AI Agent Canary Deployment: 5 Proven Practices (2026)
After a prompt tweak sent users to fake cities and cost $12k, I learned AI agent canary deployments must auto‑rollback. This checklist keeps AI…
Backend Dev
Soft Deletion Audit Trail in Go/Postgres: 5 Tips (2026)
A canceled plan still added revenue because soft deletion was missed. Master soft deletion audit trail in Go/Postgres to end disputed income and restore…
AI
Self-Healing Agent for AI Inference Clusters: 5 Ways (2026)
When a GPU OOM crashes your inference API, a self‑healing agent detects the leak, restarts the pod, and restores 99.9% SLA in under a…
kubernetes
Debugging High Latency in Service Mesh RPC: 5 Tips (2026)
An RPC spike hit 2 seconds inside Envoy, not the code. Debugging high latency uncovers mesh bottlenecks and shows how tracing and concurrency slash P99…
Backend Dev
Usage‑Metered Billing API for Claude Proxy: 5 Steps (2026)
Ghost usage doubled your costs. A usage‑metered billing API for Claude proxies captures token counts at edge, ensures idempotent invoices, and stops overcharges.
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…
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.