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README.md

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title: Agentic SDLC Risk Framework
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---
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<p align="center">
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<img src="/img/R1_logo_round_white.svg" alt="Risk First Logo" width="120" />
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</p>
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# Agentic Software Development Risk Framework
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A risk framework for **agentic AI software development** — addressing the unique threats that emerge when humans employ AI systems to help write, modify, and deploy code.
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**[agentic-software-development.riskfirst.org](https://agentic-software-development.riskfirst.org)**
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A risk framework for **agentic AI software development** — addressing the unique threats that emerge when AI systems autonomously write, modify, and deploy code.
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## Why This Exists
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- Model lifecycle governance
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- Organizational accountability
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Conversely, this risk framework covers the exact use-case that AI is no longer just making decisions inside software — it is becoming the **primary producer and modifier** of software itself. This shifts risk from *"bad AI decision"* to *"unsafe evolving codebase"* — a completely different class of risk that current frameworks don't address.
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But AI is no longer just making decisions inside software — it is becoming the **primary producer and modifier** of software itself. This shifts risk from *"bad AI decision"* to *"unsafe evolving codebase"* — a completely different class of risk that current frameworks don't address.
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## Risk-First
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## Part of Risk-First
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This framework builds on [Risk-First Software Development](https://riskfirst.org) principles and can be navigated there as HTML (which provides a more joined up experience than just looking at these markdown files).
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This framework is part of [Risk-First Software Development](https://riskfirst.org) and builds on Risk-First principles. Navigate the framework at [agentic-software-development.riskfirst.org](https://agentic-software-development.riskfirst.org) for a more joined-up experience.
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See also: [Societal AI Risk Framework](https://societal-ai-risk.riskfirst.org) — addressing civilisation-scale risks from advanced AI systems.
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## What This Framework Covers
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### Threat Categories
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### Capabilities
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The capabilities of generative coding systems that create attack surface — Code Generation, Tool Calling, Execution, Autonomous Planning, Multi-Agent Orchestration, and more.
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### Risks
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Threats unique to or amplified by agentic software development — Code Security, Supply Chain, Autonomy & Control, Prompt Injection, Human Factors, and more.
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### Controls
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Practices and safeguards to address agentic risk.
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Risks unique to or amplified by agentic software development.
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## External Framework Mappings
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### Control Families
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Threats in this framework are mapped to established security and AI governance standards:
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Controls to address agentic risk.
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| Framework | Description |
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|-----------|-------------|
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| [MITRE ATLAS](https://atlas.mitre.org/) | Adversarial Threat Landscape for AI Systems |
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| [OWASP Top 10 for Agentic Applications](https://genai.owasp.org/resource/owasp-top-10-for-agentic-applications-for-2026/) | Critical security risks for autonomous AI (2026) |
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| [OWASP Top 10 for LLM Applications](https://genai.owasp.org/llm-top-10/) | Security risks for LLM applications (2025) |
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| [NIST AI RMF](https://www.nist.gov/itl/ai-risk-management-framework) | AI Risk Management Framework |
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| [NIST SSDF](https://csrc.nist.gov/Projects/ssdf) | Secure Software Development Framework |
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| [SLSA](https://slsa.dev/) | Supply-chain Levels for Software Artifacts |
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| [ISO/IEC 42001](https://www.iso.org/standard/81230.html) | AI Management System standard |
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### Capabilities
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## Schema & Validation
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The capabilities of generative coding systems that give rise to the threats.
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This framework uses schemas based on the [OpenSSF Gemara](https://gemara.openssf.org) project — a GRC Engineering Model for Automated Risk Assessment. Gemara provides a logical model for compliance activities and standardized schemas (in CUE format) for automated validation and interoperability.
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## Contributing
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docs/tags.yml

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---
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Capability:
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description: Core capabilities that AI agents possess in software development contexts
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label: Capability
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permalink: Capability
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Control:
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description: Practices and controls that mitigate risks from agentic AI in software development
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label: Control
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permalink: Control
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Threat:
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description: Risks and threats arising from AI agents in software development
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label: Threat
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permalink: Threat

docusaurus.config.js

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tagline: 'A Risk Framework for Agentic AI Software Development',
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favicon: 'img/favicon.ico',
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url: 'https://agentic.riskfirst.org',
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url: 'https://agentic-software-development.riskfirst.org',
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baseUrl: '/',
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trailingSlash: false,
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navbar: {
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title: 'Agentic SDLC',
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logo: {
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alt: 'Agentic SDLC Logo',
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src: 'img/logo.svg',
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alt: 'Risk First Logo',
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srcDark: 'img/R1_logo_round_black.svg',
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},
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{ to: '/risks', label: 'Risks', position: 'left' },

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