Evals for Agents: trace grading, node-level datasets, automated prompt optimization, evals across external models.
Connector Registry: securely link agents to internal & third-party systems with admin controls.
Use cases / demos:
Albertsons: agent analyzing store sales context and recommending actions.
HubSpot: improved Breeze assistant combining knowledge base + local data + policies.
Live demo: Christina built a DevDay site agent in ~8 minutes (workflow, tools, widget, guardrails, deploy → site integration via ChatKit).
Availability: AgentKit available today; visual builder, publish workflows, run evals; launch partners and examples shown.
3) How we write software — Codex & CodeX Features 🧭💻
Codex (now GA)
Built on GPT-5-Codex (GPT-5 variant fine-tuned for coding & agentic coding).
Improves refactoring, code review, reasoning depth; dynamic compute/time for tasks.
Usage growth: 10x daily messages since early Aug; >40T tokens served on Codex.
Internal impact: engineers using Codex complete ~70% more PRs; many PRs reviewed via Codex.
New tooling & integrations:
Slack integration for Codex.
Codex SDK for team workflows & automation.
Admin controls, monitoring, analytics for enterprise adoption.
Live demo (Romain):
Built camera control UI, wired VISCA protocol, integrated Xbox controller and real-time voice control — largely generated/implemented by Codex without manual coding.