himanshu.

/ writing

Articles

Long-form on agents, harnesses and MCP on X, guides in the Mem0 library, and older cloud tutorials on Medium.

most read · mar 2026

Agent Harness is the Real Product

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views · 1.9k likes · 5.5k bookmarks

/ on x · 1.10M views across 8

mar 2026Agent Harness is the Real Product1.9k likes · 54 replies · 274 repostsfeb 2026How Top AI Companies Handle Context Engineering97 likes · 4 replies · 16 repostsmar 2026The Agent Harness Shapes the RL Loop151 likes · 7 replies · 23 repostsmar 2026Custom Harness: The Agent Harness Is Model-Shaped153 likes · 7 replies · 17 repostsmay 2026Your Agent's Compactor Matters More Than Its Context Window131 likes · 9 replies · 21 repostsapr 2026This Week Broke the Software Supply Chain: Why We Need an Autonomous SOC27 likes · 2 replies · 6 repostsmar 2026Introducing cursor-stack: gstack for Cursor10 likes · 0 replies · 1 repostsjul 2026Why MCP Is Going Stateless (and What You Give Up)17 likes · 1 replies · 1 reposts

/ mem0 library · 21

mem0How to Enable Memory in Your Agentic Stack with a Single Commandmem0The Easiest Way to Add Persistent Memory to Any AI Agentmem0Agent Models And Memory First Architecturesmem0Vector Databases vs. Memory Layers for AI Agentsmem0Agentic workflows with Persistent Memorymem0Message Indexing And Memory Capture For AI Agentsmem0How Memory Works In Agent-to-Agent Protocolsmem0LoCoMo vs. LongMemEval vs. BEAM: The 2026 AI Memory Benchmark Guidemem0Semantic Memory for AI Agents: Facts, Relationshipsmem0Memory eviction and forgetting in AI agentsmem0Episodic Memory in AI Agents: How It Works and Why It Mattersmem0Working memory for AI agentsmem0Codex CLI Memory: How It Works + What Mem0 Addsmem0OpenClaw vs. Hermes Agent Memory in 2026: Which Should You Choose?mem0How Memory works in Hermes Agent (and how to improve it)mem0Memory Layer for Open Source Agent Frameworksmem0FastMCP tools with Shared Memory for AI Agentsmem0Persistent Memory for Claude Agents SDKmem0How to add memory to LangGraph Agentsmem0How to add memory to LlamaIndex agentsmem0How to add Memory to Langchain Agents

/ medium · 15

apr 2026Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Languagefeb 2026State-of-the-Art Autonomous Agent Architecture: Design Patterns and Best Practicesfeb 2026Advanced Context Engineering Techniques: A Technical Deep Divedec 2025Building Recommendation Systems with Amazon Personalizedec 2025Building Serverless Document Processing Pipelines with Amazon Textractdec 2025Building Responsible AI Applications with Amazon Bedrock Guardrailsdec 2025Building AI Agents with Amazon Bedrock Agentsdec 2025Deploying RAG Applications on AWS with Amazon Bedrock and OpenSearchjan 2025Secrets to Faster API responsesjan 2025Docker on Diet- Trim your containersearlierSecuring Kubernetes with AccuKnox : A Dive into Zero Trust Security ArchitectureearlierKubernetes: Architecture and Components explainedearlierDeploying a ML model on Amazon SageMakerearlierLaunch a static website using Amazon S3earlierBuilding Facial Recognition App on AWS using Rekognition, Lambda, DynamoDB, API Gateway, S3