https://pklavc.com/blog/ Backend engineering, AI systems, automation, API integrations, cloud architecture, security, and software delivery notes by Patrick Araujo. en Thu, 01 Oct 2026 00:00:00 GMT https://pklavc.com/blog/en/ibm-bob-self-hosted-ai-sovereignty-governance/ https://pklavc.com/blog/en/ibm-bob-self-hosted-ai-sovereignty-governance/ Patrick Araujo Thu, 01 Oct 2026 00:00:00 GMT 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 and Models AI Governance, AI Sovereignty, Enterprise AI, Hybrid Cloud, Cybersecurity, Software Engineering, IBM, Developer Tools https://pklavc.com/blog/en/ai-assisted-incident-response-runbooks/ https://pklavc.com/blog/en/ai-assisted-incident-response-runbooks/ Patrick Araujo Thu, 18 Jun 2026 00:00:00 GMT How to design AI-assisted incident response runbooks that preserve evidence, summarize telemetry, propose containment, open remediation pull requests, require approvals, and verify recovery. incident response AI assistance runbooks containment recovery CACAO OpenC2 https://pklavc.com/blog/en/ai-agent-identity-authorization-oauth/ https://pklavc.com/blog/en/ai-agent-identity-authorization-oauth/ Patrick Araujo Mon, 01 Jun 2026 00:00:00 GMT How to design identity, OAuth scopes, policy gateways, audit logs, and least-privilege authorization for AI agents that act across APIs and internal tools. AI agent identity AI agent authorization OAuth for AI agents non-human identity agent security API authorization least privilege tool gateway audit logs https://pklavc.com/blog/en/spec-driven-development/ https://pklavc.com/blog/en/spec-driven-development/ Patrick Araujo Thu, 28 May 2026 00:00:00 GMT How spec-driven development bridges human intent and AI agent execution — structured specifications as the interface between engineers and autonomous coding tools. spec-driven development ai specifications agent execution context engineering structured specs claude code codex cursor rules automation