Agentic and vertical AI assistants are moving into clinical, engineering, and research workflows. Projects add structured process control, memory, and orchestration to avoid flat LLM failures.
PrimeAgentOrchestrator prepares new Claude Code instances with memories retrieved from two separate backends: a PostgreSQL entity-observation database and a Cloudflare Worker semantic search index. Documented from December 2025 to March 2026, the pro...
DeepSeek has updated its harness to version 0.1.1, adding the multimodal model DeepSeek-V4-Flash-Vision-Exp and support for native image requests. Commands like /goal and /plan accept text and images; MCP/ACP keep persistent attachments. For self-hos...
ATHENA, the Society of Petroleum Engineers' virtual assistant, improved productivity and performance uniformity for 75 professionals on well-planning tasks compared with a state-of-the-art RAG baseline. The enhanced version adds multi-document retrie...
A developer used Claude AI to create a native macOS driver for a printer with Windows-only support, using a Linux container to enable system-wide Cmd-P printing and publishing the code on GitHub. A concrete example of how LLMs can reduce dependence o...
A multi-agent system turns regulatory process order into a directed acyclic graph and achieves 100% structural match in CDISC clinical dataset generation, while flat and single-agent approaches remain at zero. The CDISCPilot01 comparison shows that p...
A Princeton-led study put Claude Opus 4.8 agents to work on unpublished NeurIPS 2026 research questions. The agents handled engineering tasks but lacked the judgment and creativity needed for open-ended research, and both papers were rejected. The fi...
