Production AI Workflows & Multi-Agent Blueprints

GPT-Red (OpenAI, July 15, 2026) is an automated red-teaming LLM trained via self-play reinforcement learning that discovers prompt injection vulnerabilities humans miss. It achieved 84% attack success vs 13% for human te...

Inkling is Thinking Machines Lab's 975B MoE open-weights model (Apache 2.0, July 15, 2026) with 41B active parameters, 1M context, native multimodal input, and controllable thinking effort (0.2-0.99). Founded by former O...

Port AI Builder (launched July 14, 2026) is the first purpose-built vibe coding experience for platform engineering. It lets platform teams build production-grade agentic workflows, scorecards, dashboards, and automation...

Luxy AI SRE (public repo, 311+ stars, July 2026) is the first open-source AI-native SRE control plane for Kubernetes that runs locally. It connects Prometheus alerts, Loki logs, Tempo traces, CMDB topology, and runbooks...

ax (yusukebe/ax, 143 stars, MIT, July 6, 2026, by Yusuke Wada — Cloudflare Developer Advocate, HonoJS creator) is a single-binary CLI tool purpose-built for AI coding agents that replaces curl + throwaway Python scripts...

Juggler (juggler.studio, by Julian Storer — creator of JUCE C++ framework, Tracktion DAW, Cmajor DSP, 30+ years C++ dev) is an open-source GUI coding agent workbench launched July 14, 2026 via Show HN (95+ points). Unlik...

The Grok Build CLI data leak (July 14, 2026) exposed a critical vulnerability in AI coding agent security: xAI's Grok Build was caught uploading entire git repositories — including .env files, SSH keys, and private npm t...

Agent Workspace is a local-first multi-agent control plane that runs Claude Code, Codex CLI, Gemini CLI, OpenCode, and any CLI agent side-by-side in tiled terminal panes. It provides named persistent workspaces per proje...

agent-compose (chaitin/agent-compose, Go, AGPL-3.0, June 6, 2026) is a daemon + CLI control plane that runs AI coding agents in isolated sandboxes declared in an `agent-compose.yml` file. The Docker Compose mental model:...

Agnost AI (YC S26, launched July 14, 2026) is the first product analytics platform purpose-built for conversational AI agents. It reads production chat and voice conversations, extracts intent clusters, sentiment signals...

T3MP3ST (elder-plinius, AGPL-3.0, July 2, 2026) is an open-source multi-agent offensive-security meta-harness that turns Claude Code, OpenAI Codex, and Hermes into autonomous red-teaming operators. It orchestrates an 8-o...

Open-Inspect is an open-source background coding agent system that runs autonomous coding sessions in Modal sandboxes orchestrated by Cloudflare Durable Objects. It monitors GitHub, Slack, Linear, and cron schedules, spa...