--- title: "#agent articles | Hashnode" description: "Explore 282 articles tagged #agent on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/agent" --- Tag # #agent 282 posts · 9 followers [Gary Stafford](https://hashnode.com/@garystafford) · [2d ago](https://hashnode.com/posts/recursive-self-improvement-meets-a-strong-baseline-agent/6af1f1bb522f9a5a6377fdaf) ### [Recursive Self-Improvement Meets a Strong Baseline Agent](https://blog.latentthoughts.com/recursive-self-improvement-meets-a-strong-baseline-agent?utm_source=hashnode&utm_medium=feed) Experiments with OpenAI agents examine correctness headroom, efficiency gains, and whether autonomous revision earns its added complexity. 16 min read · [blog.latentthoughts.com](https://blog.latentthoughts.com/recursive-self-improvement-meets-a-strong-baseline-agent?utm_source=hashnode&utm_medium=feed) [warmcoding](https://hashnode.com/@warmcoding) · [2d ago](https://hashnode.com/posts/from-rest-apis-to-mcp-servers-adapting-your-architecture-for-ai-agents/6af1c7a7ac1000e1304bd2e1) ### [From REST APIs to MCP Servers: Adapting Your Architecture for AI Agents。](https://sonicaura.hashnode.dev/from-rest-apis-to-mcp-servers-adapting-your-architecture-for-ai-agents?utm_source=hashnode&utm_medium=feed) Why we migrated our APIs and the technical hurdles we faced 5 min read · [sonicaura.hashnode.dev](https://sonicaura.hashnode.dev/from-rest-apis-to-mcp-servers-adapting-your-architecture-for-ai-agents?utm_source=hashnode&utm_medium=feed) [Arisyn](https://hashnode.com/@arisyn) · [3d ago](https://hashnode.com/posts/connecting-business-ontology-to-physical-data-the-missing-architecture-layer/6af137b0f257ed0617f6966d) ### [Connecting Business Ontology to Physical Data: The Missing Architecture Layer](https://arisyn.hashnode.dev/connecting-business-ontology-to-physical-data-the-missing-architecture-layer?utm_source=hashnode&utm_medium=feed) Why defining business entities isn't enough to make enterprise AI reliable. Business ontology is back in the spotlight. Snowflake's recent focus on business ontology reflects a larger shift: enterpris 4 min read · [arisyn.hashnode.dev](https://arisyn.hashnode.dev/connecting-business-ontology-to-physical-data-the-missing-architecture-layer?utm_source=hashnode&utm_medium=feed) [sigrid-hal9](https://hashnode.com/@cloudish) · [5d ago](https://hashnode.com/posts/dear-agent-just-pick-a-cheap-provider-and-deploy-my-app/6aedd773895ca798fc575c6c) ### [Dear Agent, just Pick a Cheap Provider and Deploy my App!](https://unclouded.hashnode.dev/dear-agent-just-pick-a-cheap-provider-and-deploy-my-app?utm_source=hashnode&utm_medium=feed) ... You Sure? 5 min read · [unclouded.hashnode.dev](https://unclouded.hashnode.dev/dear-agent-just-pick-a-cheap-provider-and-deploy-my-app?utm_source=hashnode&utm_medium=feed) [techpotions](https://hashnode.com/@techpotions) · [6d ago](https://hashnode.com/posts/claude-code-vs-cursor-agent-or-editor-not-both/6aec9a3b1ba13534dc2c23c6) ### [Claude Code vs Cursor: Agent or Editor, Not Both](https://techpotions.hashnode.dev/claude-code-vs-cursor-agent-or-editor-not-both?utm_source=hashnode&utm_medium=feed) Cursor is an editor with AI baked into the pane. Claude Code is an agent that runs commands, reads the whole repo, and edits files from the terminal. 9 min read · [techpotions.hashnode.dev](https://techpotions.hashnode.dev/claude-code-vs-cursor-agent-or-editor-not-both?utm_source=hashnode&utm_medium=feed) [dev](https://hashnode.com/@rotiferdev) · [Nov 1](https://hashnode.com/posts/rotifer-v0-9-4-agents-get-a-memory-of-their-own-npm-0-33-0/6af469c7ee3296df916855a4) ### [Rotifer v0.9.4: Agents get a memory of their own (npm 0.33.0)](https://rotifer.hashnode.dev/rotifer-v0-9-4-agents-get-a-memory-of-their-own-npm-0-33-0?utm_source=hashnode&utm_medium=feed) An agent now keeps a memory its genes read and write between runs. It belongs to the agent, so swapping a gene keeps it. Four categories, a quota with a fixed cleanup order, access scopes and retention, all stored on your machine. 7 min read · [rotifer.hashnode.dev](https://rotifer.hashnode.dev/rotifer-v0-9-4-agents-get-a-memory-of-their-own-npm-0-33-0?utm_source=hashnode&utm_medium=feed) [Arisyn](https://hashnode.com/@arisyn) · [Oct 26](https://hashnode.com/posts/building-reliable-data-context-for-multi-step-ai-agents/6adebd08f0f8ba950cf8a9fa) ### [Building Reliable Data Context for Multi-Step AI Agents](https://arisyn.hashnode.dev/building-reliable-data-context-for-multi-step-ai-agents?utm_source=hashnode&utm_medium=feed) Why semantic meaning, relationship evidence, and analytical grain must survive every step of an AI workflow. An enterprise AI agent can now do more than generate a SQL query. It can retrieve data, cal 7 min read · [arisyn.hashnode.dev](https://arisyn.hashnode.dev/building-reliable-data-context-for-multi-step-ai-agents?utm_source=hashnode&utm_medium=feed) [Derrick Qin](https://hashnode.com/@derrickqin) · [Oct 25](https://hashnode.com/posts/a-lightweight-model-router-for-gemini-agents-on-cpu-only-cloud-run/6add87eef31315eb13cc302d) ### [A lightweight model router for Gemini agents on CPU-only Cloud Run](https://derrickqin.com/a-lightweight-model-router-for-gemini-agents-on-cpu-only-cloud-run?utm_source=hashnode&utm_medium=feed) Cut Gemini agent costs on Cloud Run using Laya, a lightweight 421M model that routes requests on CPU without GPUs or third-party APIs. 8 min read · [derrickqin.com](https://derrickqin.com/a-lightweight-model-router-for-gemini-agents-on-cpu-only-cloud-run?utm_source=hashnode&utm_medium=feed) [RevOS\_AI](https://hashnode.com/@revos) · [Oct 23](https://hashnode.com/posts/what-is-an-mcp-server-a-complete-guide-to-model-context-protocol/6adb4c825ae06650eaeec74e) ### [What Is an MCP Server? A Complete Guide to Model Context Protocol](https://revosai.hashnode.dev/what-is-an-mcp-server-a-complete-guide-to-model-context-protocol?utm_source=hashnode&utm_medium=feed) What an MCP server is, how Model Context Protocol works, and why AI agents need one to read your business data. A plain-English guide. 20 min read · [revosai.hashnode.dev](https://revosai.hashnode.dev/what-is-an-mcp-server-a-complete-guide-to-model-context-protocol?utm_source=hashnode&utm_medium=feed) [dev](https://hashnode.com/@rotiferdev) · [Oct 21](https://hashnode.com/posts/rotifer-v0-9-2-export-an-agent-to-one-file-rebuild-it-on-another-machine-npm-0-29-0/6af1447bd4187a8a94129de2) ### [Rotifer v0.9.2: Export an agent to one file, rebuild it on another machine (npm 0.29.0)](https://rotifer.hashnode.dev/rotifer-v0-9-2-export-an-agent-to-one-file-rebuild-it-on-another-machine-npm-0-29-0?utm_source=hashnode&utm_medium=feed) rotifer genome export writes an agent's genome to a .rgenome file; rotifer genome import rebuilds it from the Registry and says, gene by gene, what it installed and why. Four changes in 0.29.0 may affect existing use. 8 min read · [rotifer.hashnode.dev](https://rotifer.hashnode.dev/rotifer-v0-9-2-export-an-agent-to-one-file-rebuild-it-on-another-machine-npm-0-29-0?utm_source=hashnode&utm_medium=feed)