The DropOctober 6, 2025via OpenAI Blog

Introducing AgentKit, new Evals, and RFT for agents

Why it matters

OpenAI is releasing developer-facing tools (AgentKit, expanded evals, reinforcement fine-tuning) designed to accelerate agent deployment from research to production—a direct signal that agentic AI is moving from capability demos to operational workflows.

Key signals

  • AgentKit released for developers
  • Expanded evals capabilities shipped
  • Reinforcement fine-tuning (RFT) for agents added
  • Focus on prototype-to-production acceleration
  • October 6, 2025 release date
  • Agent-specific developer tooling ecosystem expanding

The hook

OpenAI just shipped three new agent tools. Here's why your prototype-to-production timeline just got shorter.

Today, we’re releasing new tools to help developers go from prototype to production faster: AgentKit, expanded evals capabilities, and reinforcement fine-tuning for agents.
Relevance score:78/100

Get stories like this every Friday.

The 5 AI stories that matter — free, in your inbox.

Free forever. No spam.