Editorial Search Archive

Build a CrowdStrike Falcon IQ-style AI vulnerability triage workflow using 50+ Charlotte AI agents for automated CVE scoring, asset-critical prioritization, and remediation.

Build a production LangGraph 2.0 workflow that detects and contains AI agent sandbox escapes with network egress monitoring, anomaly detection, and automated kill switches.

Koboldcpp v1.120 ships DirectIO loading and Qwen 3.8-Flash-Next support. Build a FastMCP server that lets Claude Desktop discover, load, switch, and query local open-weight models through the MCP protocol.

Tencent's Hunyuan team dropped a 770B-parameter Mixture-of-Experts model under Apache 2.0 with 1M-token context. At $0.834/M input tokens, it undercuts every proprietary frontier model while matching or exceeding their academic accuracy.

Nvidia paused its $36B AI Compute Partnership program after employees warned it could invite antitrust scrutiny. The program guaranteed GPU rentals to cloud providers in exchange for 50% of revenue above a base rate — giving Nvidia unprecedented control over its customers' pricing.

vLLM 0.28.0 ships 584 commits from 270 contributors with Decode Context Parallel, fused MLA kernels for Kimi-K3, DFlash2 speculative decoding, and tiered KV cache offloading. The context-length tax — where long contexts killed throughput — is over.

Tencent just dropped Hy4-preview: a 770B-parameter Mixture-of-Experts model under Apache 2.0 with 1M-token context. Here is how to deploy it locally with vLLM 0.28.0 and orchestrate a multi-agent workflow that routes tasks across 256 expert shards.

Faro AI powers structured clinical data for 6 of the top 10 pharma companies. Build a FastMCP server that exposes trial-protocol search, patient-cohort matching, and regulatory dossier generation as MCP tools for healthcare agents.

Tencent's Hy4-preview 770B model is available under Apache 2.0. Build a FastMCP server that exposes local Hy4 inference as an MCP tool for Claude Desktop and Cursor IDE.

Nvidia paused its $36B AI Compute Partnership program after employees warned the arrangement could invite antitrust scrutiny. Build a multi-cloud GPU routing workflow that insulates your agent fleet from single-vendor dependency.

Faro AI's $37.3M Series B funds infrastructure to cut clinical-trial timelines by 50%. Build a multi-agent workflow that automates structured data extraction, patient-protocol matching, and regulatory dossier assembly.

Stanford HAI's 2026 AI Index Report reveals transformative shifts: global investment hit $252B, organizational adoption reached 88%, and real-world agent success rates surged to 77.3%.