Engineering Blog

AI and ModelsConfirmed10 min read

IBM Bob Offers Self-Hosted Deployment for AI Sovereignty and Governance

IBM has launched a self-hosted deployment option for its AI-powered software development and modernization tool, IBM Bob. This new offering empowers enterprises to maintain AI sovereignty and enhance governance by keeping sensitive code, data, and workflows within their own controlled infrastructure, addressing key concerns for secure and compliant AI adoption.

AI GovernanceAI SovereigntyEnterprise AIHybrid Cloud

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Incident Response 15 min read

AI-Assisted Incident Response Runbooks

How AI can summarize evidence, propose hunts and containment, open remediation PRs, and monitor recovery while humans retain consequential authority.

incident response AI assistance human approval

AI Security Architecture 13 min read

AI Agent Identity and Authorization: OAuth for Non-Human Workers

How to design scoped OAuth access, policy gateways, audit logs, and least-privilege authorization for AI agents that call APIs and internal tools.

agent identity OAuth scopes policy gateway

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AI Engineering 10 min read

Spec-Driven Development: Writing Specifications That Machines and Humans Can Execute

How structured specifications become the interface between human intent and AI agent execution — and why spec quality determines agent output quality.

spec-driven context engineering agent execution

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