Backend Dev
gRPC Stream Timeouts: 5 Debugging Tips (2026)
An alarm at 2 am revealed a silent gRPC stream timeout that froze dashboards. Trace deadline propagation, close leaked streams, and keep Go services alive.
// 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.
378 articles
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 MTTR from 45 min to under 5 min.
Backend Dev
circuit breaker Go: 5 Patterns for AI APIs (2026)
When OpenAI throttled, our checkout hung and requests timed out. A circuit breaker Go implementation isolates AI failures, slashing latency, saving revenue.
flutter
Automate Flutter Deployments with Harness & Docker (2026)
Flutter builds keep timing out on runners. Automate Flutter deployments with a Harness Docker delegate to cut build time, protect secrets, and lower costs…
AI
Multi-Agent FinOps: 5 Patterns to Cut AI Costs (2026)
Your AI pipeline blew the budget when a single agent spun up pricey GPUs. Learn multi‑agent FinOps to embed cost checks, slash spend by…
kubernetes
Agent Sidecar Pattern for AI Observability (2026)
A sidecar crash can OOM your LLM pods and waste an hour of inference. The agent sidecar pattern isolates telemetry and adds only 2‑5 ms…
kubernetes
Prevent AI Agent State Corruption: 5 Proven Strategies (2026)
A pod eviction left my AI agent with stale embeddings. Prevent AI agent state corruption with StatefulSets, sidecar WAL, and writes for reliable recovery.
AI
AI Content Moderation Hooks: 5 Ways to Scale (2026)
A missing retry‑backoff flooded chat with toxic posts; AI Content Moderation Hooks pipeline cut latency by 70%, saved uptime and protected brand trust.
cover
System Desgin
Claude Fable 5.1 Is Here. If You Use Claude Code, Stop Asking It For Code
Claude Fable 5.1 is built for long-running agents. Here is the exact Claude Code workflow I use, with copy-paste prompts, real benchmark numbers, and…
Backend Dev
Kafka OpenTelemetry Tracing: Build Event‑Driven Mesh (2026)
A corrupted Avro payload stalled our order pipeline as trace context never crossed Kafka. Kafka OpenTelemetry tracing gives visibility, flags bad messages fast.
flutter
SmokeRevel Testing Setup for Flutter Apps (2026 Guide)
Flaky UI tests were crashing our CI, triggering costly hot‑fixes. SmokeRevel testing brings auto‑retries and full journey checks, cutting flaky failures by 80%.
AI
Open-Weight vs API Models: 5 Cost‑Performance Tips (2026)
Latency spikes on a self‑hosted H100 expose that open‑weight vs API models isn’t hype—it decides TCO, latency, and risk. Get a framework to cut…
kubernetes
Harness Agent Failure 2026: 5 Fixes (Production Guide)
A hidden subnet ACL drift took our Harness agent offline; fixing network policies, IAM roles, and storage classes restores deployments in minutes.
AI
Debugging Non-Deterministic AI: 5 Production Fixes (2026)
Identical loan requests got opposite AI decisions at 2 am. Learn to isolate race conditions, enforce consistent logs, and lock LLM temperature for pipelines.
flutter
TimeSwaure3D Flutter Integration: 5 Pro Tips (2026)
Crashing on 6 GB Android? TimeSwaure3D Flutter integration eliminates segfaults, frees native resources, and boosts frame rates for smooth 3D apps.
cover
AI
Ask Anything to Your Data Without RAG or Embeddings
Every time someone wants to “chat with their data,” the same answer shows up: build a RAG pipeline. Chunk the documents, generate embeddings, spin…
Software Engineering
Service Layer vs Domain Model: 5 Rules (2026)
Seeing a checkout firestorm caused by a service? Learn how the service layer vs domain model split safeguards invariants, cuts latency, and avoids deadlocks.
DevOps
TCP Keepalive vs HTTP Keep-Alive: 5 Debugging Tips (2026)
Random 502 errors turned out to be silent socket drops. Learn how TCP Keepalive vs HTTP Keep-Alive mismatches cause connection resets and how to…