https://kaddo.org/blog/Technical articles about Knowledge-Driven Development and AI-assisted software engineering.enhttps://kaddo.org/blog/project-resources-connect-real-system-context/https://kaddo.org/blog/project-resources-connect-real-system-context/Project Resources make the external dependencies that shape a system visible, so people and agents can connect modules, capabilities and Work Items to real operating context.Wed, 07 Oct 2026 00:00:00 GMTJulian Dario Luna Patiñoknowledge-driven-developmentai-assisted-developmentproject-resourcescontext-engineeringmultirepohttps://kaddo.org/blog/working-with-legacy-projects-with-ai/https://kaddo.org/blog/working-with-legacy-projects-with-ai/AI does not remove the uncertainty of a legacy system by itself. A safe approach makes risks, unknowns and dependencies visible before changing code.Mon, 05 Oct 2026 00:00:00 GMTJulian Dario Luna Patiñoknowledge-driven-developmentai-assisted-developmentlegacymigrationsoftware-architecturehttps://kaddo.org/blog/knowledge-driven-development/https://kaddo.org/blog/knowledge-driven-development/Knowledge-Driven Development treats project knowledge as a first-class, observable artifact so humans and AI agents evolve software from the same shared context.Sun, 04 Oct 2026 00:00:00 GMTJulian Dario Luna Patiñoknowledge-driven-developmentai-assisted-developmentsoftware-architecturehttps://kaddo.org/blog/diagrams-in-business-product-tech-knowledge/https://kaddo.org/blog/diagrams-in-business-product-tech-knowledge/Kaddo now treats Mermaid diagrams as first-class knowledge in Business, Product and Tech. The source stays in Markdown; the Admin renders it — architecture, flows and actors you can actually see.Sun, 04 Oct 2026 00:00:00 GMTJulian Dario Luna Patiñoknowledge-driven-developmentsoftware-architectureai-assisted-developmenthttps://kaddo.org/blog/giving-ai-context-is-not-enough/https://kaddo.org/blog/giving-ai-context-is-not-enough/Giving an AI agent context does not guarantee a correct result. AI-assisted development needs a full lifecycle that connects intent, planning, implementation, evidence, verification and learning.Tue, 29 Sep 2026 00:00:00 GMTJulian Dario Luna Patiñoknowledge-driven-developmentai-assisted-developmentsdlcagentshttps://kaddo.org/blog/how-kiro-powers-ease-kdd-adoption/https://kaddo.org/blog/how-kiro-powers-ease-kdd-adoption/Having the capabilities is not enough; adoption has to be easy too. A Kiro Power activates Kaddo's MCP server, Skills and KDD flow right inside the agentic IDE.Thu, 24 Sep 2026 00:00:00 GMTJulian Dario Luna Patiñoknowledge-driven-developmentai-assisted-developmentagentskirohttps://kaddo.org/blog/not-every-task-needs-the-same-knowledge/https://kaddo.org/blog/not-every-task-needs-the-same-knowledge/The knowledge an AI agent needs should grow with the scope of the task. The challenge is not giving it all the information possible, but the right information.Mon, 14 Sep 2026 00:00:00 GMTJulian Dario Luna Patiñoknowledge-driven-developmentai-assisted-developmentagentscontext-engineeringhttps://kaddo.org/blog/not-all-projects-develop-with-ai-the-same/https://kaddo.org/blog/not-all-projects-develop-with-ai-the-same/New, pre-AI and legacy projects need different AI strategies. Before talking about AI-assisted development, we have to talk about the real state of the project and the knowledge the AI needs.Sat, 11 Jul 2026 00:00:00 GMTJulian Dario Luna Patiñoknowledge-driven-developmentai-assisted-developmentlegacybrownfield