SpecDD Articleshttps://specdd.ai/Recent articles about SpecDD, specification-driven development, AI coding agents, and implementation context.Hugoen-usSpecDD for DevOps: Using Specs to Build Better Ansible Roles and Playbookshttps://specdd.ai/articles/specdd-for-devops-ansible-roles-and-playbooks/Mon, 18 May 2026 00:00:00 +0000https://specdd.ai/articles/specdd-for-devops-ansible-roles-and-playbooks/A practical guide to using SpecDD with Ansible roles and playbooks, showing how local specs steer AI-assisted infrastructure automation, idempotency, review quality, and DevOps productivity.SpecDD as the Interface Between Product and Development Teamshttps://specdd.ai/articles/specdd-as-the-interface-between-product-and-development-teams/Thu, 14 May 2026 00:00:00 +0000https://specdd.ai/articles/specdd-as-the-interface-between-product-and-development-teams/How SpecDD gives product owners, QA, and development teams a shared structured language for turning loose requirements into implementation-ready contracts.Scaling AI-Assisted Development Needs A Spec Layerhttps://specdd.ai/articles/scaling-ai-driven-development-needs-a-spec-layer/Tue, 12 May 2026 00:00:00 +0000https://specdd.ai/articles/scaling-ai-driven-development-needs-a-spec-layer/Why scaling AI-assisted software development beyond prototypes requires durable local context, explicit boundaries, and reviewable intent that agents and humans can share.Hacking SpecDD: Iterative Development Using Specs as Planning Checkpointshttps://specdd.ai/articles/hacking-specdd-iterative-development-using-specs-as-planning-checkpoints/Sun, 10 May 2026 00:00:00 +0000https://specdd.ai/articles/hacking-specdd-iterative-development-using-specs-as-planning-checkpoints/A practical guide to using SpecDD specs as iterative planning checkpoints, so AI agents can expose ambiguities, contradictions, and bad assumptions before implementation runs too far.Hacking SpecDD: Generating Specs from Prompts, for Fun and Profithttps://specdd.ai/articles/hacking-specdd-generating-specs-from-prompts-for-fun-and-profit/Sat, 09 May 2026 00:00:00 +0000https://specdd.ai/articles/hacking-specdd-generating-specs-from-prompts-for-fun-and-profit/A practical guide to using AI agents to generate SpecDD specs from rough prompts, then reviewing and tightening those specs before implementation.Is SpecDD Too Verbose? Only If You Measure It Against Toy Codehttps://specdd.ai/articles/is-specdd-too-verbose-only-if-you-measure-it-against-toy-code/Wed, 06 May 2026 00:00:00 +0000https://specdd.ai/articles/is-specdd-too-verbose-only-if-you-measure-it-against-toy-code/A practical answer to the objection that SpecDD adds too much text, explaining why the spec-to-code ratio looks worse in tiny examples and drops sharply in real systems.SpecDD for Non-Technical Users: Can You Vibe-Spec? Yeshttps://specdd.ai/articles/specdd-for-non-technical-users/Tue, 05 May 2026 00:00:00 +0000https://specdd.ai/articles/specdd-for-non-technical-users/A plain-language introduction to SpecDD for product managers, founders, QA, support, operations, and other non-technical contributors who want to describe software behavior clearly before implementation.SpecDD for Developershttps://specdd.ai/articles/specdd-for-developers/Sun, 03 May 2026 00:00:00 +0000https://specdd.ai/articles/specdd-for-developers/A developer-focused introduction to SpecDD, showing how local .sdd files make AI-assisted implementation easier to scope, review, test, and keep aligned with real project constraints.SpecDD for CTOshttps://specdd.ai/articles/specdd-for-ctos/Fri, 01 May 2026 00:00:00 +0000https://specdd.ai/articles/specdd-for-ctos/A CTO-focused introduction to SpecDD, explaining how local specifications help engineering teams adopt AI coding agents without losing architectural control, domain knowledge, or review quality.I Built SpecDD Because AI Kept Forgetting What We Were Building - and Between the Two of Us, We Couldn't Spec-ify a Thinghttps://specdd.ai/articles/i-built-specdd-because-ai-kept-forgetting-what-we-were-building/Wed, 29 Apr 2026 00:00:00 +0000https://specdd.ai/articles/i-built-specdd-because-ai-kept-forgetting-what-we-were-building/Discover how SpecDD was born from years of frustration with AI agents that forget, violate boundaries, and lose context. Learn why specification-driven development is the missing layer between intent and reliable implementation in AI-assisted software projects.