Third-party cyber evaluations involving OpenAI models
openai.com·14h ago
Cloud & Infrastructure
The New Stack·17d ago·5 min read
Platform engineering’s new job: serving environments at agent speed
TL;DR
Platform engineering has evolved to meet the demands of coding agents that require rapid environment provisioning. These agents request environments in bursts, expecting responses in seconds rather than days.
✦ Why It Matters
Engineers should implement automated provisioning tools like Terraform to meet the rapid demands of coding agents today.
Key Takeaways
- Adopt a serving system model for environment requests.
- Reduce latency to seconds by deploying only changed services.
- Plan environment capacity like compute resources.
- Enable agents to provision their own environments for faster validation.
How It Works
By maintaining a single stable copy of the system and deploying only the services that have changed for each request, organizations can achieve rapid environment provisioning. This method allows for high concurrency and low marginal costs, as multiple requests can share the stable environment while only the necessary components are activated for validation.