Ideas become products_CLEVI Coding Agent (Clevi Coding-Agent)
Introducing the CLEVI Coding Agent
Even with an idea that could be commercialised, a lack of development personnel, budget or maintenance capabilities can make it difficult to bring a product to market. The CLEVI Coding Agent (Clevi Coding-Agent) performs coding, analysis and modification tasks based on requirements provided in natural language. Planners can quickly validate ideas, while developers can reduce repetitive tasks 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 use for coding agents
Scenario
Existing constraints
Uses of coding agents
Validating new ideas
Requires development personnel and upfront costs
Create a PoC based on natural-language requirements
Managing legacy code
Understanding the structure and dependencies takes time
Analyse the code and suggest areas for modification and improvements
Maintaining outsourced development deliverables
Difficult to respond when the responsible company or developer is unavailable
Analyse problem areas in the existing code and the scope of changes
Building an in-house sales channel
Requires developing platform configuration and operational features
Support implementation of website and sales functions
cip-5-coder developed by CLEVI
CLEVI developed the coding agent model cip-5-coder based on the agent capabilities of its own large language model, developed in-house from the outset. 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 proprietary coding agent on real projects.
Implement requirements provided in natural language as code
Analyse the structure and code flow of existing projects
Report the causes of errors and areas requiring modification
Suggest improvements to enhance code quality
Perform repetitive development tasks and refactoring
Support PoC creation and feature validation
A workflow in which employees and coding agents share responsibilities
Work stage
Human role
Coding Agent role
Requirements definition
Determine objectives, conditions and priorities
Organise requirements into units of work
PoC development
Set the scope of verification and success criteria
Implement functionality and generate an executable deliverable
Problem analysis
Identify error conditions and expected results
Explore potential causes and related code
Refactoring
Approve the scope of changes and quality criteria
Propose structural improvements and modify the code
Result verification
Assess product suitability and final quality
Conduct tests and report on the results of modifications
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 as having improved.
Clevi internal use case
On-premises configuration 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 operate 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.
Experience Coding Agent and make an enquiry
To experience Clevi Coding Agent before a PoC, please complete the application form for Agent API access on the website. After reviewing your application, we will provide guidance on how to use it and the scope of applicable tasks. You can also submit enquiries about on-premises deployment, existing code analysis and new service development.
