Aiac

aiac is an AI-powered command line tool designed to translate natural language requests into infrastructure code, DevOps workflows, and system scripts. It operates as a generator that uses large language models to produce cloud provisioning files, configuration files, and executable automation scripts directly from the terminal.

The tool features a provider-agnostic model abstraction and a configuration-based routing system, allowing users to switch between different AI backends and discover compatible models. It includes an interactive shell interface for refining generated outputs through iterative prompts and retries.

Capabilities cover a broad range of DevOps automation, including the generation of CI/CD pipelines, deployment manifests, and policy-as-code governance rules. It also supports the creation of complex database queries and system administration commands, with options to export the resulting code to the local file system or the system clipboard.

Features

Development CLI Tools - Provides a command-line interface that leverages language models to translate natural language into executable system scripts and arguments.

Infrastructure as Code - Creates cloud provisioning files and resource definitions from natural language descriptions to automate environment setup.

Iterative Refinement Generation - Enables iterative refinement of generated code through a persistent interactive session.

Model Provider Abstractions - Provides a standardized abstraction layer to normalize API interactions across multiple AI service providers.

LLM-Driven Configuration Generation - Uses large language models to translate natural language task descriptions into configuration files and infrastructure code.

CLI Execution - Provides a command line interface for executing the primary application logic without a graphical user interface.

Interactive Shells - Ships an interactive shell for evaluating generated code and refining outputs through iterative prompts.

Natural Language Pattern Mapping - Produces infrastructure and automation scripts by mapping natural language requests to structured code patterns.

DevOps Automation Tools - Constructs CI/CD pipelines, policy code, and database queries through an interactive AI-powered shell.

Generators - Generates cloud provisioning files and orchestration manifests from natural language descriptions.

AI Model Configurations - Allows defining provider settings in configuration files to manage the behavior and constraints of AI models.

Policy as Code - Generates compliance and governance rules to enforce operational standards using a policy-as-code approach.

Cloud Provisioning Tools - Produces resource definitions and provisioning files for cloud providers based on natural language requests.

Database Query Authoring - Writes complex data retrieval statements for various database engines based on described business logic.

Query Generators - Writes complex data retrieval statements for various database engines based on required logic.

Natural Language Command Interpreters - Translates plain-language requests into precise executable shell and system administration commands.

File System Writers - Writes generated infrastructure code and configuration files directly to the local disk.

Deployment Manifest Generators - Produces container definitions and orchestration manifests for application deployments.

Source Code File Emission - Writes generated code representations and explanations directly to the physical file system.

Task Automation Scripts - Produces functional scripts in common languages to automate system tasks and network scans.

CI CD Pipelines - Generates automated workflows for building and deploying software updates.

Model Routing Configurations - Implements declarative configurations to define and route requests to different AI model providers.

Task Automation Scripts - Produces functional automation and utility scripts to handle repetitive system and network tasks.

Infrastructure and Automation - Infrastructure-as-code generator powered by AI.

Command Line Tools - Tool for generating infrastructure-as-code configurations.

Programming Tools - CLI tool for generating infrastructure-as-code and configuration files.

Workflow Automation - AI-powered infrastructure-as-code generator.

Workflow Utilities - AI-powered infrastructure-as-code generator.

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Features

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