AI Workflows

AI copyright compliance audit guide — training data inventory, output log sampling, provenance tracking, and litigation hold automation for enterprises.

OpenAI Codex Multi-Agent V2 (PR #26210, June 5, 2026) encrypts inter-agent message payloads with AES-256-GCM for GPT-5.6 Sol and Terra, breaking operator visibility into delegated agent instructions. Developers filed iss...

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...

Adapter Mind Cognition-as-a-Service (launched July 14, 2026, $17.8M from GV, Bond Partners, Eric Schmidt's Hillspire) is an infrastructure layer that provides persistent, structured understanding of enterprise data to AI...

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...

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...

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...

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...

OpenAI Codex server-side subagent pipeline (July 15, 2026) uses GPT-5.6 Sol with Responses API Multi-Agent Beta to automatically decompose complex tasks into parallel subagents on OpenAI infrastructure — no manual delega...

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:...