Stop Prompting. Design the Loop.
Stop Prompting. Design the Loop.
The unit of work moved from the prompt to the loop. The five pieces of loop engineering, the memory that makes it compound, and what it won't do for you.
Engin Diri

Page 5 of 82
The unit of work moved from the prompt to the loop. The five pieces of loop engineering, the memory that makes it compound, and what it won't do for you.
Engin Diri

Tie infrastructure deployments to your release tags. Push a version tag like v1.2.0 and let Pulumi Deployments run pulumi up automatically.
Michael Fallihee

Self-host multimodal Gemma 4 on a Mac with Pulumi, llama.cpp, and Tailscale, using Unsloth's Gemma 4 12 B Q8 GGUF with a 128K context window.
Pablo Seibelt

Build EKS-hosted vCluster test environments with Pulumi, EKS Auto Mode, Helm, RBAC, quotas, and safe cleanup workflows.
Pablo Seibelt

See why teams choose Pulumi over Terraform for modern infrastructure as code, with examples for refactoring, secrets, testing, and safer changes.
Pablo Seibelt

AI coding has two shapes: 2x is mostly prompting, 10x is mostly plumbing. The parallel coding playbook, translated to Pulumi.
Engin Diri

Pulumi Service Provider v1.0 generates its pulumiservice:api/* surface from Pulumi Cloud's OpenAPI spec at runtime, so new features land without provider PRs.
Luke Ward

In a large codebase, the model is the smaller variable. The harness around it does the work: CLAUDE.md, hooks, skills, LSP, MCP, subagents.
Engin Diri

GPU clouds, MLOps platforms, and AI-powered infrastructure tools, compared. What each one is good at, where it falls short, and how to pick in 2026.
Alex Leventer

The new pulumi do command lets you create, read, update, and delete any cloud resource across the full Pulumi ecosystem with a single, agent-friendly API.



4 authors

Page 5 of 82