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Libretto ships a deterministic browser automation Skill+CLI, while OpenAI revamps its Agents SDK security and AWS shows speculative decoding gains on Trainium,

LangChain details a self-healing deployment pipeline for production agents, plus AWS launches Strands user simulators and session state tools for multi-turn AI,

CoreWeave leads MLPerf v6.0 inference benchmarks while AWS rolls out new agent platforms and frontier agents for real-world operations, as of 2026-04-02.

LangChain and MongoDB partner on an integrated AI agent stack, as AWS ships AgentCore evaluations and OpenAI powers Gradient Labs’ AI account managers for banks

LangChain shares an agent evaluation readiness checklist covering datasets, graders, offline and online evaluation, and production safety practices for AI agent

IndustrialMind deploys AI for CAD and BOM at ANDRITZ, OpenEvidence ships reasoning-first medical coding, and an HN project shows ultra-light, low-cost VPS-hosts

IndustrialMind deploys AI agents at ANDRITZ for CAD reviews and BOMs, while Mastra and Optio ship orchestration features for memory routing and ticket‑to‑PR dev

AI SDLC Scaffold offers a structured repo template for AI-assisted development, while WordPress and Anthropic expand real-world agent workflows as of 2026-03-22

Mastra 1.11.0 adds dynamic model fallback routing and schema unification, while AWS debuts disaggregated inference and NVIDIA launches OpenShell for safer long‑

Hugging Face adds Storage Buckets, AWS streamlines Oumi fine-tuning into Bedrock, and LangChain dissects the “agent harness” pattern powering real production AI