LANGGRAPH
30 days · UTC
Synchronizing with global intelligence nodes...
SWE-CI shifts agent evaluation from one-shot bug fixes to CI-driven maintainability
A new CI-loop benchmark, SWE-CI, measures whether AI coding agents can maintain real repositories over time, not just pass one-off tests. [SWE-CI](ht...
LangChain OpenAI 1.1.11: tool search support, sturdier structured output, and model detection fixes
LangChain released langchain-openai 1.1.11 with tool search support and several reliability fixes for OpenAI integrations. The [release notes](https:...
MCP grows up: Chrome DevTools control, C# SDK 1.0, and early WebMCP
MCP tooling is rapidly maturing with a C# SDK 1.0, a Chrome DevTools MCP server for reliable browser automation, and early WebMCP experiments for agen...
Agent frameworks shift to graphs and verification; MassGen adds replayable quality rounds
Agent teams are converging on graph-based orchestration and reproducible verification loops as chat-style agents show reliability limits in cyclical w...
Choosing AutoGen vs CrewAI vs LangGraph for production agent workflows
A new 2026 comparison guide contrasts AutoGen, CrewAI, and LangGraph for multi-agent workflows, outlining trade-offs in orchestration model, observabi...
Workflows vs Autonomous Agents: How to pick and wire them
The article explains how autonomous AI agents differ from deterministic workflows and breaks an agent into planner, tool-use, memory, loop/guardrails,...