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The author shares techniques to prevent RAG-based agents from acting on bad retrieved context, including hybrid retrieval, reranking, corrective retrieval steps, and guardrails, with a build lab event on Aug 29 to demonstrate these methods.
A Grok Bot builder demonstrates in a podcast how to use the tool to create an AI agent team, providing a free step-by-step guide with ready-to-copy prompts.
LangChain official team has open-sourced a hands-on tutorial "Agents From Scratch" for building an AI Agent from scratch, covering agent construction, evaluation, human-machine collaboration, memory mechanisms, and finally integrating with Gmail API to create a real email management assistant.
Google open-sourced agents-cli, a CLI and skill pack that enables coding agents to build and deploy enterprise-grade agents on Google Cloud's Gemini Enterprise Agent Platform.
This tweet highlights three key architectures that developers building AI agents should know, likely linking to a resource or article.
A post aimed at agent builders, offering tips or tools to improve existing implementations.
The author shares their experience switching from semantic embeddings to BM25 for tool selection in agents, finding that BM25 achieves 81% top-1 accuracy vs. 64% for embeddings on a corpus of 200 query-tool pairs, because tool descriptions are short and keyword-driven rather than semantically rich like documents.
After a year of building AI agents, the author argues that businesses don't actually want autonomous agents—they want specific outcomes like reduced support tickets and manual work, and simpler, reliable solutions often deliver more value than highly autonomous systems.
The bottleneck in AI has shifted from capability to trust and operational reliability, as tooling now abstracts manual orchestration into configuration. The author observes that building agents is easier than ever, but maintaining reliability and trust in production remains the harder challenge.
A tutorial demonstrating how to build a release notes generator agent using the open-source Cline SDK, an TypeScript framework for embedding agent runtimes into custom scripts, tools, and CI pipelines.