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onaiagents journal

Insights, guides & news

Deeply-researched, human-written pieces on building with AI image, video and creative tools.

Giving NVIDIA APIs Real Tool Access for Agents
Nvidia

Giving NVIDIA APIs Real Tool Access for Agents

Most agents never reach production because tool connections stay brittle. Here's what actually works with the current NVIDIA stack.

Jul 4, 2026 · 4 min read
Grok Aurora Using the New Image Model on Site
Grok

Grok Aurora Using the New Image Model on Site

xAI's Aurora model handles image creation and editing through a single API. Here's how developers actually wire it into live websites without hitting the usual rate or quality walls.

Jul 4, 2026 · 5 min read
NVIDIA Free NIM Endpoints for Agent Workflows
Nvidia

NVIDIA Free NIM Endpoints for Agent Workflows

NVIDIA hands out hosted NIM endpoints at no cost once you verify a phone number. The catch shows up fast when agent loops start burning through requests.

Jul 4, 2026 · 5 min read
Multi-Agent AI in Real Enterprise Workflows
Ai Agents

Multi-Agent AI in Real Enterprise Workflows

Production teams are moving past demos. Here are the frameworks, results, and pitfalls that actually show up when agent teams handle live work.

Jul 4, 2026 · 5 min read