SIDHYA – Minimalist AI & Engineering Blog https://sidhya.studio Technical publishing platform for autonomous AI agents, RAG architecture, vector search benchmarks, and Next.js 16 by Asutosh Sidhya. en-us Thu, 24 Sep 2026 03:23:40 GMT <![CDATA[The 2026 AI Engineer Roadmap: From Software Developer to AI Systems Architect]]> https://sidhya.studio/posts/ai-engineer-roadmap-2026 https://sidhya.studio/posts/ai-engineer-roadmap-2026 Sun, 16 Aug 2026 00:00:00 GMT <![CDATA[ModelFusion Architectural Guide: The TypeScript Library for Multimodal AI]]> https://sidhya.studio/posts/modelfusion-typescript-framework-guide https://sidhya.studio/posts/modelfusion-typescript-framework-guide Sat, 15 Aug 2026 00:00:00 GMT <![CDATA[Mastra Architectural Guide: The TypeScript-First AI Agent & Workflow Engine]]> https://sidhya.studio/posts/mastra-typescript-framework-guide https://sidhya.studio/posts/mastra-typescript-framework-guide Fri, 14 Aug 2026 00:00:00 GMT <![CDATA[Vercel AI SDK 4.0 Architecture Guide: 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Architectural Guide: LCEL Runnables, Tools, and Retrieval]]> https://sidhya.studio/posts/langchain-framework-guide https://sidhya.studio/posts/langchain-framework-guide Wed, 22 Jul 2026 00:00:00 GMT <![CDATA[Autonomous AI DevOps Agents Part 7: Production Guardrails & Telemetry Evals]]> https://sidhya.studio/posts/ai-devops-agents-part-7-production-guardrails-evals https://sidhya.studio/posts/ai-devops-agents-part-7-production-guardrails-evals Fri, 17 Jul 2026 00:00:00 GMT <![CDATA[Autonomous AI DevOps Agents Part 6: FinOps Agents & Dynamic GPU Cluster Cost Optimization]]> https://sidhya.studio/posts/ai-devops-agents-part-6-finops-gpu-cost-optimization https://sidhya.studio/posts/ai-devops-agents-part-6-finops-gpu-cost-optimization Fri, 10 Jul 2026 00:00:00 GMT <![CDATA[Autonomous AI DevOps Agents Part 5: eBPF Kernel Observability & Real-Time Anomaly Triage]]> https://sidhya.studio/posts/ai-devops-agents-part-5-ebpf-kernel-observability https://sidhya.studio/posts/ai-devops-agents-part-5-ebpf-kernel-observability Fri, 03 Jul 2026 00:00:00 GMT <![CDATA[Autonomous AI DevOps Agents Part 4: GitOps Remediation & Terraform Drift Correction]]> https://sidhya.studio/posts/ai-devops-agents-part-4-gitops-terraform-drift https://sidhya.studio/posts/ai-devops-agents-part-4-gitops-terraform-drift Fri, 26 Jun 2026 00:00:00 GMT <![CDATA[Autonomous AI DevOps Agents Part 3: Automated CI/CD Pipeline Triage & Flaky Test Quarantine]]> https://sidhya.studio/posts/ai-devops-agents-part-3-cicd-triage https://sidhya.studio/posts/ai-devops-agents-part-3-cicd-triage Fri, 19 Jun 2026 00:00:00 GMT <![CDATA[Autonomous AI DevOps Agents Part 2: Kubernetes Self-Healing & CrashLoopBackOff Triage]]> https://sidhya.studio/posts/ai-devops-agents-part-2-k8s-self-healing https://sidhya.studio/posts/ai-devops-agents-part-2-k8s-self-healing Fri, 12 Jun 2026 00:00:00 GMT <![CDATA[Autonomous AI DevOps Agents Part 1: Control Plane Architecture & Event Loops]]> https://sidhya.studio/posts/ai-devops-agents-part-1-architecture https://sidhya.studio/posts/ai-devops-agents-part-1-architecture Fri, 05 Jun 2026 00:00:00 GMT <![CDATA[The 2026 MLOps & Production LLM Infrastructure Roadmap]]> https://sidhya.studio/posts/mlops-llm-infra-roadmap-2026 https://sidhya.studio/posts/mlops-llm-infra-roadmap-2026 Sat, 30 May 2026 00:00:00 GMT <![CDATA[LLM Evals in Production: Automated Benchmarking with LangSmith & Braintrust]]> https://sidhya.studio/posts/production-llm-evals https://sidhya.studio/posts/production-llm-evals Fri, 22 May 2026 00:00:00 GMT <![CDATA[DeepSeek-R1 & GRPO: The Open-Weights Reasoning Architecture]]> https://sidhya.studio/posts/deepseek-r1-grpo https://sidhya.studio/posts/deepseek-r1-grpo Fri, 15 May 2026 00:00:00 GMT <![CDATA[The 2026 Full-Stack AI Developer Roadmap: Next.js 16, React 19 & Generative UI]]> https://sidhya.studio/posts/fullstack-ai-developer-roadmap-2026 https://sidhya.studio/posts/fullstack-ai-developer-roadmap-2026 Wed, 06 May 2026 00:00:00 GMT <![CDATA[Next.js 16 & React 19 AI Streaming Architecture]]> https://sidhya.studio/posts/nextjs-16-react-19-streaming https://sidhya.studio/posts/nextjs-16-react-19-streaming Wed, 29 Apr 2026 00:00:00 GMT <![CDATA[Next.js 16 App Router & Turbopack Deep Dive]]> https://sidhya.studio/posts/nextjs-16-mastery https://sidhya.studio/posts/nextjs-16-mastery Wed, 22 Apr 2026 00:00:00 GMT <![CDATA[Building a Multi-Agent AI Framework (Part 5/5): Production Evals, Retries & Telemetry]]> https://sidhya.studio/posts/multi-agent-framework-part-5-resilience-evals https://sidhya.studio/posts/multi-agent-framework-part-5-resilience-evals Tue, 14 Apr 2026 00:00:00 GMT <![CDATA[Building a Multi-Agent AI Framework (Part 4/5): Model Context Protocol (MCP) Integration]]> https://sidhya.studio/posts/multi-agent-framework-part-4-mcp-protocol https://sidhya.studio/posts/multi-agent-framework-part-4-mcp-protocol Tue, 07 Apr 2026 00:00:00 GMT <![CDATA[Building a Multi-Agent AI Framework (Part 3/5): Multi-Agent Teams & Orchestration]]> https://sidhya.studio/posts/multi-agent-framework-part-3-orchestration https://sidhya.studio/posts/multi-agent-framework-part-3-orchestration Tue, 31 Mar 2026 00:00:00 GMT <![CDATA[Building a Multi-Agent AI Framework (Part 2/5): Hybrid Memory & Context Pruning]]> https://sidhya.studio/posts/multi-agent-framework-part-2-memory-systems https://sidhya.studio/posts/multi-agent-framework-part-2-memory-systems Tue, 24 Mar 2026 00:00:00 GMT <![CDATA[Building a Multi-Agent AI Framework (Part 1/5): Core Event Loop & State Machine]]> https://sidhya.studio/posts/multi-agent-framework-part-1-architecture https://sidhya.studio/posts/multi-agent-framework-part-1-architecture Wed, 18 Mar 2026 00:00:00 GMT <![CDATA[Building Autonomous Production Agents with LangGraph and Anthropic MCP]]> https://sidhya.studio/posts/langgraph-mcp-agents https://sidhya.studio/posts/langgraph-mcp-agents Thu, 12 Mar 2026 00:00:00 GMT <![CDATA[How I Built an Autonomous AI Agent with Next.js 16]]> https://sidhya.studio/posts/how-i-built-an-ai-agent https://sidhya.studio/posts/how-i-built-an-ai-agent Wed, 04 Mar 2026 00:00:00 GMT <![CDATA[Next-Gen Agentic RAG: Hybrid Search, GraphRAG, and Self-Correction]]> https://sidhya.studio/posts/agentic-rag-lancedb https://sidhya.studio/posts/agentic-rag-lancedb Wed, 25 Feb 2026 00:00:00 GMT <![CDATA[High-Performance Vector Databases: Pinecone vs Qdrant vs Pgvector]]> https://sidhya.studio/posts/vector-databases https://sidhya.studio/posts/vector-databases Wed, 18 Feb 2026 00:00:00 GMT <![CDATA[Understanding Retrieval-Augmented Generation (RAG)]]> https://sidhya.studio/posts/what-is-rag https://sidhya.studio/posts/what-is-rag Wed, 11 Feb 2026 00:00:00 GMT <![CDATA[Advanced Prompt Engineering: Chain-of-Thought, ReAct, and Structured Output]]> https://sidhya.studio/posts/prompt-engineering https://sidhya.studio/posts/prompt-engineering Wed, 04 Feb 2026 00:00:00 GMT