AUSTIN—SONAR SUMMIT—March 3, 2026—Sonar, the global leader in code verification, today introduced the Agent Centric Development Cycle (AC/DC) framework, a new software development methodology designed for the unique scale and speed of AI-generated code.
Traditional CI models are becoming obsolete because they are not designed for the ways in which agents work. Agentic development requires a strong, deliberate, and intentional set of practices and a well-constructed set of tools.
“At the core of AC/DC is the recognition that agents generating code need to be supported by strong Guide, Verify, and Solve practices. AI models make coding errors and can introduce complexity, security issues, and bugs into enterprise code bases. Strong continuous governance is required to ensure that only verified, high-quality code is introduced to your codebase,” said Tariq Shaukat, CEO at Sonar.
Defining the Agent Centric Development Cycle
The primary goal of the AC/DC methodology is to provide the necessary guardrails, transparency, and verification to ensure that agent-generated code is trustworthy, secure, and maintainable. The AC/DC should be employed once development teams have determined the scope and intent of their code.
The cycle consists of four integrated stages:
- Guide: Agents need to understand the canvas on which they are being asked to create, so that the output fits with what the developer and organization require.
- Generate: LLM-based code generation tools generate the code they believe will achieve the desired outcome, in the right context.
- Verify: The agent has to be specifically and deliberately required to check that the code meets the necessary standards, including that it really achieves the desired outcomes and is reliable, maintainable, and secure.
- Solve: Any issues that are identified are provided to a code repair agent to fix.
How Sonar fits in the AC/DC
Over the last several months, Sonar has evolved beyond its verification solutions to support the full Guide-Verify-Solve needs of the Agent Centric Development Cycle. Today, Sonar is strengthening the depth of its offering with the following products and capabilities.
- Sonar Context Augmentation (beta): Acts as a specialized "guidance layer" that injects real-time, Sonar-powered insights into the AI workflow to reduce rework and ensure AI-generated code remains “repo aware.” Transforming generic code generation into context-aware engineering, organizations can ensure project-specific architectural, security, and quality standards are upheld.
- SonarQube Agentic Analysis (beta): A high performance service designed to bring the power of SonarQube natively to any agentic workflow, enabling self-verification reasoning flows. SonarQube Agentic Analysis is available via SonarQube MCP Server or SonarQube CLI (command line interface) for automated pipelines.
- SonarSweep (private beta): Provides embedded context and a specialized data optimization that tackles AI code quality at the source by cleaning the datasets used to train and fine-tune LLMs. By systematically remediating and securing training data, SonarSweep has demonstrated the ability to reduce security vulnerabilities by up to 67% and bugs by up to 42% in model outputs, without sacrificing functional performance.
- SonarQube Architecture (general availability): Now generally available, this SonarQube capability addresses code quality at the design level. Architecture management provides teams with a systems-level view to define intended blueprints and automatically detect architectural drift, ensuring that agent-led changes do not compromise the underlying modularity of the application.
- SonarQube Remediation Agent (public beta): An autonomous agent that actively closes the "review-fix-verify" loop. It automatically repairs quality gate blockers in PRs and allows teams to clear legacy technical debt by autonomously fixing existing issues on the main branch with a single click. Built on the benchmark-leading Sonar Foundation Agent, it’s corrective and reactive, specifically verifying that its fixes resolve defects without introducing new issues.
By expanding into and reinforcing the Guide and Solve phases with products like SonarSweep and the SonarQube Remediation Agent, Sonar is providing a critical harness in which agentic code generation can happen at high effectiveness, lower risk, and lower cost.
Please reach out to press@sonarsource.com for more information on these offerings.
About Sonar
Sonar, the industry standard for code verification and automated code review, helps reduce outages, improve security, and lower risks associated with AI and agentic coding. As an independent verification platform, Sonar enables organizations to securely develop at the speed of AI. Sonar is the foundation for high performance software engineering, analyzing over 750 billion lines of code daily to ensure applications are secure, reliable, and maintainable. Rooted in the open source community, Sonar is trusted by 7M+ developers globally, including teams at Snowflake, Booking.com, Deutsche Bank, AstraZeneca, and Ford Motor Company.
To learn more about Sonar, please visit: www.sonar.com
Cautionary note; forward-looking statements
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