Ideas become products_ CLEVI Coding Agent (Clevi Coding-Agent)
Introduction to the CLEVI Coding Agent
Even with an idea that can be commercialised, it can be difficult to launch a product if there is a shortage of development personnel, budget or maintenance capabilities. The CLEVI Coding Agent (Clevi Coding-Agent) performs coding, analysis and modification tasks based on requirements communicated in natural language. Planners can quickly validate ideas, while developers can reduce repetitive work and focus on product quality and speed to market.
Agentic AI that lowers the barriers to development
Key constraints that arise during development and the scope of Coding Agent applications
Situation
Existing constraints
Coding Agent applications
Validating new ideas
Development personnel and initial costs required
Creating a PoC based on natural-language requirements
Managing legacy code
Time required to understand the structure and dependencies
Analysing the code and suggesting areas for modification and improvements
Maintaining outsourced development deliverables
Difficult to respond when the responsible vendor or developer is unavailable
Analysing problematic areas in the existing code and the scope of changes
Building an in-house sales channel
Platform configuration and operational features need to be developed
Supporting the implementation of website and sales functions
cip-5-coder developed by CLEVI
CLEVI developed the Coding Agent model cip-5-coder based on the agentic characteristics of its own large language model, developed in-house from the beginning. cip-5-coder is designed to analyse developer instructions and project context and perform the required tasks. CLEVI's in-house developers currently use its own Coding Agent in real projects.
Implementing requirements communicated in natural language as code
Analysing the structure and code flow of existing projects
Reporting the causes of errors and areas requiring modification
Suggesting improvements to enhance code quality
Performing repetitive development tasks and refactoring
Supporting PoC creation and feature validation
Workflow in which employees and the Coding Agent share responsibilities
Workflow stage
Human role
Coding Agent role
Requirements definition
Define objectives, conditions and priorities
Organise requirements into tasks
PoC creation
Set the validation scope and success criteria
Implement features and generate executable deliverables
Problem analysis
Identify the error scenario and expected outcome
Explore potential causes and related code
Refactoring
Approve the change scope and quality standards
Propose structural improvements and modify the code
Results validation
Assess product suitability and final quality
Conduct tests and report the modification results
There have been cases where a single employee completed projects that previously required three or four people, and internally, the quality of the deliverables was also assessed to have improved.
CLEVI internal use cases
On-premises deployment for environments requiring security
The source code of companies and institutions may contain information that is difficult to disclose externally, such as product structures, business rules and security settings. CLEVI Coding Agent can be configured to provide services even in a closed on-premises environment. Code and development information can be processed within the organisation's internal environment in accordance with its security policies and system requirements.
Try Coding Agent and make an enquiry
To try CLEVI Coding Agent before a PoC, please complete the Agent API usage application form on the website. After reviewing your application, we will provide guidance on how to use it and the applicable scope of work. Enquiries related to on-premises deployment, existing code analysis and new service development can also be submitted through the same form.
