A developer built a production-ready AI weather agent using PydanticAI, Pydantic, and tool injection. The agent orchestrates external API calls to Open-Meteo for geocoding and weather data, validating…
Motley AI achieved a 75.3% pass rate on the BIRD-INTERACT benchmark using the Claude SDK and its open-source semantic layer SLayer, far surpassing the official best of 36.33%. The agent harness provid…
A developer released Evaluation Context Protocol (ECP), a vendor-neutral protocol for testing AI agent outputs, tool calls, and audit context across frameworks and CI systems. ECP complements MCP by f…
A developer compiled a list of the 12 best frameworks for building AI agents in 2026, including LangGraph, LangChain, CrewAI, AutoGen, OpenAI Agents SDK, Semantic Kernel, PydanticAI, LlamaIndex, and H…
Motley AI achieved a 75.3% pass rate on the BIRD-INTERACT benchmark using the Claude SDK and its open-source semantic layer SLayer, far exceeding the official best of 36.33%. The agent harness provide…
A developer built a mini agent-tool framework to understand how LangGraph and CrewAI register tools, implementing a global tool registry using Python's __init_subclass__ method. The framework automati…
A developer built **Agent_Sudo**, a local permission gateway for AI agents that enforces allow/deny/approval policies and generates tamper-evident audit logs, publishing it to PyPI as v0.4.0 with ~190…