Software Engineering
Repository Pattern Automation: 4 Tips for 2026 (Examples)
Automation jobs fail because rules run after data is saved. Repository Pattern Automation decouples persistence, cuts bugs by 65% and speeds testing.
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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.
590 articles
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AI
Claude AI Plugin Architecture: Real-Time GUI Agent (2026)
Desktop AI assistants freeze on tool errors. Claude AI plugin architecture provides an async GUI, real‑time token streaming, and rate‑limit handling.
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AI
Claude AI Plugin Architecture: Real-Time GUI Agent (2026)
Desktop AI assistants freeze on tool errors. Claude AI plugin architecture provides an async GUI, real‑time token streaming, and rate‑limit handling.
Backend Dev
Outbox Pattern 2026: Reliable Workflow Event Publishing
An $17k order vanished when its OrderCreated event never left the DB. The Outbox Pattern ties event storage to the transaction, guaranteeing no lost…
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AI
Claude Screenshot Latency: Cut Capture Time 80% (2026)
Slow screen grabs stall Claude agents, causing missed cues. Using Claude screenshot latency tricks with mss, async Qt, and caching drops capture to under…
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AI
Claude Screenshot Latency: Cut Capture Time 80% (2026)
Slow screen grabs stall Claude agents, causing missed cues. Using Claude screenshot latency tricks with mss, async Qt, and caching drops capture to under…
System Design
Saga Pattern for Resilient Hostel Booking (2026 Guide)
A 504 error broke your hostel booking flow—then a Saga pattern rescued it. See the 2026‑ready .NET saga that ensures resilience, idempotency, and recovery.
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AI
Claude AI Dashboard: Manage Multiple Agents (2026)
Agents freeze when you lose visibility. The Claude AI Dashboard lets you launch, monitor, and control dozens of Claude agents in real‑time with Python…
AI
PostgreSQL Connection Pool Exhaustion in AI Workloads (2026)
AI agents flood PostgreSQL, blowing the connection pool and causing outages. Discover quick diagnostics and tuning steps to keep your DB healthy under AI…
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AI
Claude Agent Frameworks: LangChain vs LlamaIndex vs Raw SDK
Agent UI freezes when tool calls block the event loop. Claude Agent Frameworks compare LangChain, LlamaIndex, Raw SDK to give a non‑blocking, fast solution.
Backend Dev
Idempotent Kafka Consumer Duplicates: Debugging Guide 2026
Your idempotent Kafka consumer still writes duplicate rows—session timeouts and rebalance windows cause repeats. Follow our 2026 checklist to fix and stop dupes.
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System Design
Handling Authentication Flows in Web Apps with a Secure Claude Agent
When the corporate portal throws an OAuth 2.0 consent screen, a TOTP prompt, and then a captcha, a hand‑crafted Selenium script collapses the moment the…
kubernetes
Service Mesh Latency with AI Agents: 5 Fixes (2026)
When AI agents flood your mesh, p99 latency spikes past 5 s. Service mesh latency drops after adding AI‑aware retries, adaptive LB and connection‑pool limits.
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System Design
Debugging Claude Computer Use Actions: Logging, Screenshots, and Replay
When Claude starts moving files, clicking buttons, or typing into a field on your machine, the CLI you used to launch the agent suddenly…
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DevOps
Silent Workflow Failures: 5 Ways to Detect and Fix (2026)
Your pipeline says “success” but data disappears—silent workflow failures hide async errors and race conditions. Detect, add tracing, stop losing records.
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DevOps
Claude CI/CD Agent GUI: Build & Deploy Automation 2026
Bash scripts crumble—missed cd, stray SIGINT, Docker hangs. Build a Python Claude CI/CD Agent GUI that runs Git, Docker tasks with live logs, kill…
kubernetes
Go AI Memory Spike in Kubernetes: 5 Fixes (2026)
Your Go AI pod jumps from 100 MiB to 2 GiB, crashing the node. Why Go AI memory spike occurs in Kubernetes and how…
Backend Dev
Python asyncio vs Go concurrency: 5 Tips for 2026
Your webhook service stalled when the event loop blocked. Learn Python asyncio vs Go concurrency tricks that cut latency and sustain 100k+ req/s.