A developer built ShiftLeft Society, a multi-agent DevSecOps tribunal using Qwen-Max, for the Qwen Cloud Global AI Hackathon 2026. The system features two AI reviewers that negotiate disagreements wit…
The team behind Travel Guild built an agentic travel assistant that can plan trips but fails to book them in up to 30% of runs due to structural issues, not algorithmic ones. The core challenge is saf…
A developer built Phantom Protocol, a multi-agent autonomous outreach system, to solve personal consistency problems in client acquisition. The system uses Qwen3.7 via Alibaba Cloud's DashScope API, w…
A team of developers built NEXUS, an autonomous society of 10 specialized AI agents for security auditing, using Qwen models via Alibaba Cloud's DashScope API. The system discovers, triages, exploits,…
Solon 4.0 introduces ChatModel, a unified LLM client that abstracts away boilerplate code for integrating large language models into Java applications. The API supports multiple model providers includ…
A developer built FailureDNA, a persistent memory system for incident-response agents that prevents them from repeating known failures or blindly reusing stale fixes. The system uses a deterministic v…
A developer built a multimodal AI pipeline in under 55 lines of Python using yait_aichain's Skill and Model primitives, chaining Claude, an image generation model, and Qwen Vision across three provide…
Cli-Modelarium 0.1.4 adds support for Alibaba's Qwen models (via DashScope) and Z.AI's GLM models, bringing the total to 10 cloud LLM providers. The command-line tool enables side-by-side comparison o…
A Dutch ASN (Pfcloud UG, AS51396) sent 3,861 requests to Anthropic-proxy paths between May 5-27, probing for misconfigured reverse proxies that could expose valid API keys. Port 11434 (Ollama) has sus…