"aiac" most likely means AI-assisted infrastructure as code, so the best fits are the IaC platforms that let humans and agents define and deploy cloud infrastructure. Pulumi is the most direct match, building infrastructure with real programming languages for agents and humans 1; Gruntwork provides battle-tested IaC modules and guardrails for Terraform/OpenTofu so teams can build infrastructure with AI 3; InsForge and INK offer agent-operable cloud infrastructure through CLI and MCP 48.
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Pulumipulumi.comverified and signed
Open-source infrastructure as code platform that lets humans and agents build and manage cloud infrastructure with real programming languages 1.
+4 community tools built for it
for agents: pulumi-automation-api · pulumi/actions · pulumi/pulumi-package-publisher
- 2
- 3
InsForgeinsforge.devverified and signed
Agent-native cloud infrastructure platform whose services (model gateway, compute, deployment, database, auth) AI coding agents operate through a CLI and skills 4.
for agents: insforge · insta · insforge-cli
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INKml.inkwebsite read, tools not yet checked
Cloud infrastructure for AI agents that deploys services, domains, volumes and logs through the CLI, Skills, MCP or dashboard 8.
official:MCP server · Ink MCP
Sources
- 1The infrastructure as code platform for the AI era – Pulumipulumi.com · read 2026-10-29
- 3Gruntwork | Scalable Infrastructure as Code built for Terraform and OpenTofugruntwork.io · read 2026-10-29
- 4InsForge - The agent-native cloud infrastructure platforminsforge.dev · read 2026-10-29
- 8INK - Cloud Infrastructure for AI Agentsdeployink.com · read 2026-10-29
For agents: the 10 actions behind this answer
pulumi-automation-api · pulumi-automation-api verified and signed
Load this skill when a user asks how to run Pulumi programmatically, embed Pulumi in an application, orchestrate multiple stacks in code, build a self-service infrastructure portal, replace pulumi CLI shell scripts with code, or use the Pulumi Automation API (LocalWorkspace, createOrSelectStack, inl
openapi-generator · @daytonaio/toolbox-api-client verified and signed
· Gruntwork website read, tools not yet checked
Accelerate your infrastructure deployment on AWS, GCP, and Azure and create world-class, end-to-end DevOps workflows using Gruntwork's DevOps tools and battle-tested IaC modules. Built for OpenTofu, Terraform, and Terragrunt.
insforge · insforge verified and signed
Use this skill when writing app code with InsForge or @insforge/sdk: database CRUD, auth, storage uploads/storage RLS, functions, OpenRouter AI, realtime, emails, Stripe or Razorpay payments, or pointing S3-compatible tooling (aws CLI, AWS SDKs, rclone, Terraform, boto3) at InsForge Storage. Trigger
· AI Infra Decoded website read, tools not yet checked
Production AI infrastructure tooling. MCP Anvil a local MCP daemon + dashboard + 64 built-in tools. Agent Forge source-available agent stack with FastAPI + Next.js. Both run on your infra, both work with your API keys.
code-review · code-review verified and signed
Reviews code changes for bugs, security issues, and quality problems
· agnostic-ai website read, tools not yet checked
Keep Claude Code and Codex working from the same project guidance. Edit once, then generate the files each tool reads.
· Ml website read, tools not yet checked
INK is cloud infrastructure for AI agents and developers. Deploy services, templates, domains, volumes, logs, and metrics through the CLI, Skills, MCP, or the dashboard.
copilotkit · copilotkit verified and signed
Use for any CopilotKit question — adding it to an app, chat UI, frontend or server tools, generative UI, shared state, human-in-the-loop, agent frameworks (LangGraph, CrewAI, Mastra, ADK, PydanticAI, and others), the runtime, Intelligence, threads, voice, or diagnosing something that is not working.
· Ruv website read, tools not yet checked
Reuven Cohen (rUv), Founder and Chief AI Officer at Cognitum One. Open source agent tooling and sovereign agentic AI across cloud, enterprise infrastructure and the edge.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.