Apify's July 2026 measurements show that AI agent failures often stem from the data layer, not the model, with four recurring issues: fetch failures, stale knowledge, and retrieval gaps. The company r…
A developer's guide demonstrates the core control loop behind every tool-calling AI agent, using a Gemini model and free-tier API key. The walkthrough explains the four-step cycle of sending context, …
CopilotKit has released the Channels SDK, an MIT-licensed open source library that runs any AG-UI agent inside Slack and Microsoft Teams, with Discord and Google Chat planned. The SDK, installable via…
Microsoft's Agent Harness and Foundry Hosted Agents reached general availability, completing the company's pivot from an agent-building library to a production runtime for governing agents. The releas…
A developer fixed a 7B-parameter language model's failure to handle multi-call comparisons in a battery simulation agent by collapsing comparison logic into single-call tools. The agent, backed by qwe…
An engineer built an agentic assistant for battery engineering that pairs a physics-based digital twin with a local 7B language model, but found the small model struggled with multi-step tool orchestr…
NVIDIA's SkillSpector, an open-source security auditing tool for AI agent skills, was demonstrated in a tutorial that builds a pipeline to scan synthetic skill marketplaces for risks using LangGraph, …
AWS has become the dominant platform for agentic AI, with Bedrock Agents enabling autonomous planning, tool use, and multi-step execution. The stack spans from single-agent basics to multi-agent orche…
LangChain, the AI agent development platform backed by $125M in Series B funding from IVP, Sequoia, Benchmark, CapitalG, and Sapphire Ventures, is hiring a Deployed Engineer (Early Career) in New York…
A developer's guide demonstrates how to build deterministic multi-agent workflows using LangGraph, an orchestration framework that models agent interactions as graph-based state machines. The approach…
Samsara (NYSE: IOT) is hiring a Lead AI Engineer for GTM Systems, a remote role based in Canada with a salary of $136k–175k per year. The engineer will set the technical vision for AI-powered automati…
A developer detailed the challenges of scaling agentic workflows from single-node to distributed multi-agent systems, emphasizing the collapse of the monolithic StateGraph paradigm and the need for ri…
A 2026 guide ranks eight LLM frameworks for enterprise development, with LangChain leading in ecosystem breadth, LlamaIndex for RAG workflows, Semantic Kernel for Microsoft shops, CrewAI for multi-age…
A developer outlines the fragmented agent platform market as of August 2026, distinguishing between agent logic frameworks, managed runtimes, and control plane infrastructure. The post emphasizes that…
A developer has released a bash script that scaffolds a portable, embeddable LangGraph agent codebase. The script, named create-agent.sh, generates a generic project structure with state, config, and …
A developer detailed the Model Context Protocol (MCP) primitives—tools, resources, and prompts—after debugging a LangGraph-based flight-booking agent that failed to match user preferences due to insuf…
Embabel, a framework for building AI agents on Java and Kotlin, reached its 1.0 general-availability release, co-created by Rod Johnson, the creator of the Spring Framework. The framework uses Goal-Or…
Pydantic AI v2 is being integrated into three specific layers of two production systems—a content-generation platform and a brand-measurement platform—but not as the orchestrator, according to a build…
Enterprises are moving from single-turn chatbots to complex multi-agent orchestration meshes, where specialized autonomous agents collaborate asynchronously on multi-step workflows. To manage these no…
A developer detailed the process of building an MCP server to expose tools to AI applications, using a sentiment analysis tool as an example. The team's support bot, powered by LangGraph and MCP, init…