--- title: "#aiagent articles | Hashnode" description: "Explore 12 articles tagged #aiagent on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/aiagent" --- Tag # #aiagent 12 posts · 1 followers [Benny Ifeanyi Iheagwara](https://hashnode.com/@Bennykillua) · [Oct 14](https://hashnode.com/posts/lead-generation-agent-openai-agents-sdk-zenrows/6acff22bd3e730a65ccfeb98) ### [Building a live-source lead generation agent with the OpenAI Agents SDK and Zenrows](https://zenrows.hashnode.dev/lead-generation-agent-openai-agents-sdk-zenrows?utm_source=hashnode&utm_medium=feed) A four-tool architecture that reads a bot-protected directory, enriches each company from its own site, and scores it against your ICP. 29 min read · [zenrows.hashnode.dev](https://zenrows.hashnode.dev/lead-generation-agent-openai-agents-sdk-zenrows?utm_source=hashnode&utm_medium=feed) [Powerduck](https://hashnode.com/@powerduck) · [Oct 12](https://hashnode.com/posts/agent-gives-up-leaves-half-finished-attempts/6acd36fbf2b181ba8e2570b3) ### [When Your Agent Gives Up, It Leaves Behind Five Half-Finished Attempts](https://blogs.powerduck.com/agent-gives-up-leaves-half-finished-attempts?utm_source=hashnode&utm_medium=feed) The working tree after a failed agent loop is its own archaeological dig — five stashes, three branches, a commit message that says 'wip', and no record of which attempt actually worked. 4 min read · [blogs.powerduck.com](https://blogs.powerduck.com/agent-gives-up-leaves-half-finished-attempts?utm_source=hashnode&utm_medium=feed) [Powerduck](https://hashnode.com/@powerduck) · [Oct 12](https://hashnode.com/posts/agent-local-green-ci-red/6acd26381b356330c198bcb1) ### [Your Agent Says Tests Pass. On Your Laptop. Not on CI.](https://blogs.powerduck.com/agent-local-green-ci-red?utm_source=hashnode&utm_medium=feed) An agent that runs tests locally and reports green is telling the truth — but only on its machine, where the .env, the local DB, and the cached node\_modules exist. CI runs a clean checkout. The gap shows up in your pipeline. 5 min read · [blogs.powerduck.com](https://blogs.powerduck.com/agent-local-green-ci-red?utm_source=hashnode&utm_medium=feed) [Powerduck](https://hashnode.com/@powerduck) · [Oct 12](https://hashnode.com/posts/agent-orphaned-dev-servers-after-done/6acc2c2a70ce9e4b4bca8c00) ### [Your Agent Leaves a Trail of Orphaned Dev Servers When It Says Done](https://blogs.powerduck.com/agent-orphaned-dev-servers-after-done?utm_source=hashnode&utm_medium=feed) An agent that says 'done' after starting a dev server, a watcher, or a docker compose stack often leaves those processes running in the background. By the next task, your machine is a graveyard of half-finished services. 4 min read · [blogs.powerduck.com](https://blogs.powerduck.com/agent-orphaned-dev-servers-after-done?utm_source=hashnode&utm_medium=feed) [Jon Dixon](https://hashnode.com/@orclapex) · [Sep 17](https://hashnode.com/posts/apex-ai-agents-comparing-cost-quality-and-models/6aabd6407e7e21b72f333025) ### [APEX AI Agents: Comparing Cost, Quality, and Models](https://blog.cloudnueva.com/apex-ai-agents-comparing-cost-quality-and-models?utm_source=hashnode&utm_medium=feed) Results from 69 Oracle APEX AI Agent turns comparing three models, token costs, tool use, and correctness, with practical design lessons. 18 min read · [blog.cloudnueva.com](https://blog.cloudnueva.com/apex-ai-agents-comparing-cost-quality-and-models?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/apex-ai-agents-comparing-cost-quality-and-models/6aabd6407e7e21b72f333025) [Sachin Nandanwar](https://hashnode.com/@SachinNandanwar) · [Aug 26](https://hashnode.com/posts/rag-for-microsoft-ai-agent-through-textsearchprovider-and-redis/6a8e69cedeab3ab2cc6fd4ac) ### [RAG for Microsoft AI Agent through TextSearchProvider and Redis](https://www.azureguru.net/rag-for-microsoft-ai-agent-through-textsearchprovider-and-redis?utm_source=hashnode&utm_medium=feed) Implement RAG in Microsoft Agent Framework using Redis and TextSearchProvider for vector search, embeddings and semantic retrieval 12 min read · [azureguru.net](https://www.azureguru.net/rag-for-microsoft-ai-agent-through-textsearchprovider-and-redis?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/rag-for-microsoft-ai-agent-through-textsearchprovider-and-redis/6a8e69cedeab3ab2cc6fd4ac) [Minox](https://hashnode.com/@minox) · [Aug 25](https://hashnode.com/posts/inside-agentic-systems/6a8dbf97660f348df61c3367) ### [Inside Agentic Systems](https://personalaiassistant.hashnode.dev/inside-agentic-systems?utm_source=hashnode&utm_medium=feed) Essential Guide for Businesses and Readers New to the Field 1 min read · [personalaiassistant.hashnode.dev](https://personalaiassistant.hashnode.dev/inside-agentic-systems?utm_source=hashnode&utm_medium=feed) [Hung Pham](https://hashnode.com/@hunpeolabs) · [Aug 22](https://hashnode.com/posts/you-can-run-a-company-with-ai-agents-but-who-is-running-the-agents/6a891fc6018d67cd4d7ccdca) ### [You Can Run a Company With AI Agents. But Who Is Running the Agents?](https://hunpeolabs.hashnode.dev/you-can-run-a-company-with-ai-agents-but-who-is-running-the-agents?utm_source=hashnode&utm_medium=feed) AI agents can research, code, test, and review at remarkable speed. The harder question is whether anyone still owns the outcome. 🌐 Languages: English · Tiếng Việt bên dưới Scroll through your feed a 23 min read · [hunpeolabs.hashnode.dev](https://hunpeolabs.hashnode.dev/you-can-run-a-company-with-ai-agents-but-who-is-running-the-agents?utm_source=hashnode&utm_medium=feed) [Abhijeet Shinde](https://hashnode.com/@abhijeet2005) · [Aug 10](https://hashnode.com/posts/webmcp-on-my-portfolio/6a797bd4a7f24abd33921de3) ### [Making My Portfolio Readable by AI Agents: A WebMCP Deep Dive](https://projectlog.hashnode.dev/webmcp-on-my-portfolio?utm_source=hashnode&utm_medium=feed) I implemented the WebMCP protocol on this website — https://profitable-azure.vercel.app/ 5 min read · [projectlog.hashnode.dev](https://projectlog.hashnode.dev/webmcp-on-my-portfolio?utm_source=hashnode&utm_medium=feed) [Ujjwal Tripathi](https://hashnode.com/@ujjwalt) · [Jul 23](https://hashnode.com/posts/selecting-apis-rag-and-mcp-for-enterprise-ai-integrations/6a6211c93b9d6ffafc6bc4e9) ### [Selecting APIs, RAG, and MCP for Enterprise AI Integrations](https://microcosmworks.hashnode.dev/selecting-apis-rag-and-mcp-for-enterprise-ai-integrations?utm_source=hashnode&utm_medium=feed) Learn the differences between MCP, APIs, and RAG for enterprise AI integrations. Discover when to use each approach to build scalable, production-ready AI systems. 6 min read · [microcosmworks.hashnode.dev](https://microcosmworks.hashnode.dev/selecting-apis-rag-and-mcp-for-enterprise-ai-integrations?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/selecting-apis-rag-and-mcp-for-enterprise-ai-integrations/6a6211c93b9d6ffafc6bc4e9)