Silicon Reply

AGENTIC AI ACROSS THE SDLC

Silicon Reply is an Agentic AI system composed of autonomous, task-specific AI agents that collaborate across the SDLC to drive automation, optimisation and governance.

THE SYSTEM

A multi-agent architecture for autonomous software factories

Silicon Reply is a multi-agent AI system that drives the evolution of organisations into autonomous software factories. As part of Silicon Shoring, this system enables more than 60 AI agents to collaborate with human teams across the entire software development lifecycle (SDLC). Silicon Reply handles tasks like requirement extraction, code generation, test automation, and release orchestration. Its flexible architecture integrates seamlessly with both external and proprietary large language models (LLMs) and agent frameworks, while securely connecting to internal knowledge sources such as code repositories and documentation to enhance decision-making. This system ensures compliance and control, making software development more efficient and streamlined.

THE AGENTS

An agent for each step of the SDLC

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Silicon Business Analyst

The Silicon Business Analyst collects business requirements, organizes meeting notes, supports functional analysis. It automates information management in Word, generates user stories, and integrates with Jira to improve workflows.

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Silicon Product Owner

The Silicon Product Owner defines requirements, writes acceptance criteria, and estimates development effort. It uses Silicon Reply's interface to extract user stories from Jira, optimize task management, and refine descriptions to enhance team efficiency.

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Silicon Developer

The Silicon Developer supports coding, impact analysis, unit testing, and reverse engineering. It integrates with tools like IntelliJ IDEA and VS Code to automate tests, manage code, and connect with Jira for task management.

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Silicon Tester

The Silicon Tester designs and executes automated tests. It extracts requirements from Jira, generates tests, and uploads them to Xray (Jira's plugin) for execution, boosting efficiency in test development and monitoring.

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Silicon Deployer

The Silicon Deployer automates the code lifecycle, managing build, test, and deployment. It detects commits, transfers code to the cloud, and creates releases, ensuring scalable resources for testing and deployment.

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Complete visibility and control over the processes

Silicon Reply’s AI-driven monitoring system offers complete visibility and control over the software development process by tracking key metrics like cycle time, throughput, deployment frequency, and test coverage. It also measures AI-specific factors such as LLM token consumption and tool usage. This framework enables early issue detection, reduces downtime, and supports continuous improvement, helping teams optimize workflows and maintain high-quality standards throughout the SDLC.

A strong governance framework

Silicon Reply’s governance framework ensures full oversight and alignment throughout the development lifecycle. The Governance Dashboard tracks key stages, including business requirements, workloads, timelines, and defect management, with real-time alerts for potential risks like delays or high-risk deployments. Seamlessly integrating with enterprise tools, it maintains compliance with internal policies and industry standards. This structure provides transparency, control, and supports effective decision-making, risk management, and alignment between technical teams and business goals.

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