--- title: "#spec-driven-development articles | Hashnode" description: "Explore 66 articles tagged #spec-driven-development on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/spec-driven-development" --- Tag # #spec-driven-development 66 posts · 1 followers [Subham Panda](https://hashnode.com/@subhampanda) · [Oct 15](https://hashnode.com/posts/ai-skill-test-coverage-can-we-create-line-coverage-for-ai-skills-eval/6ad1278943e1e45a68f69847) ### [AI Skill Test Coverage: Can we create line coverage for AI skills Eval?](https://blog.subhampanda.com/ai-skill-test-coverage-can-we-create-line-coverage-for-ai-skills-eval?utm_source=hashnode&utm_medium=feed) AI Skill Test Coverage: Can we create line coverage for AI skills Eval? 2 min read · [blog.subhampanda.com](https://blog.subhampanda.com/ai-skill-test-coverage-can-we-create-line-coverage-for-ai-skills-eval?utm_source=hashnode&utm_medium=feed) [4](https://hashnode.com/posts/ai-skill-test-coverage-can-we-create-line-coverage-for-ai-skills-eval/6ad1278943e1e45a68f69847) [Subham Panda](https://hashnode.com/@subhampanda) · [Oct 14](https://hashnode.com/posts/layered-skill-test-coverage-a-better-way-to-evaluate-ai-agent-skills/6acf39ba192072e41ab202a7) ### [Layered Skill Test Coverage: A Better Way to Evaluate AI Agent Skills](https://blog.subhampanda.com/layered-skill-test-coverage-a-better-way-to-evaluate-ai-agent-skills?utm_source=hashnode&utm_medium=feed) Layered Skill Coverage: A Better Way to Evaluate AI Agent Skills 2 min read · [blog.subhampanda.com](https://blog.subhampanda.com/layered-skill-test-coverage-a-better-way-to-evaluate-ai-agent-skills?utm_source=hashnode&utm_medium=feed) [7](https://hashnode.com/posts/layered-skill-test-coverage-a-better-way-to-evaluate-ai-agent-skills/6acf39ba192072e41ab202a7) [Abhishek Banerjee](https://hashnode.com/@socialthinker) · [Sep 25](https://hashnode.com/posts/spec-driven-development-is-broken-why-spec-as-source-fails-in-production-and-how-to-fix-it/6ab61ef9bf218255745d7475) ### [Spec-Driven Development Is Broken: Why "Spec-as-Source" Fails in Production (And How to Fix It)](https://deeper-in-tech.hashnode.dev/spec-driven-development-is-broken-why-spec-as-source-fails-in-production-and-how-to-fix-it?utm_source=hashnode&utm_medium=feed) A hands-on, opinionated guide to Spec-Driven Development: executable EARS specs, TypeScript contracts, CI gates, and agent failure modes. 8 min read · [deeper-in-tech.hashnode.dev](https://deeper-in-tech.hashnode.dev/spec-driven-development-is-broken-why-spec-as-source-fails-in-production-and-how-to-fix-it?utm_source=hashnode&utm_medium=feed) [Abhishek Banerjee](https://hashnode.com/@socialthinker) · [Sep 24](https://hashnode.com/posts/beyond-vibe-coding-a-deep-dive-into-kiro-kiro-dev-and-spec-driven-ai-engineering/6ab4eb15ad67aa5151fb128f) ### [Beyond Vibe Coding: A Deep Dive into Kiro (kiro.dev) and Spec-Driven AI Engineering](https://deeper-in-tech.hashnode.dev/beyond-vibe-coding-a-deep-dive-into-kiro-kiro-dev-and-spec-driven-ai-engineering?utm_source=hashnode&utm_medium=feed) Learn how Kiro.dev uses spec-driven agent loops, steering files, and MCP to build maintainable, production-ready AI software. 6 min read · [deeper-in-tech.hashnode.dev](https://deeper-in-tech.hashnode.dev/beyond-vibe-coding-a-deep-dive-into-kiro-kiro-dev-and-spec-driven-ai-engineering?utm_source=hashnode&utm_medium=feed) [3](https://hashnode.com/posts/beyond-vibe-coding-a-deep-dive-into-kiro-kiro-dev-and-spec-driven-ai-engineering/6ab4eb15ad67aa5151fb128f) [Arvind Menon](https://hashnode.com/@arvindand) · [Sep 11](https://hashnode.com/posts/how-much-specification-does-an-agent-need/6aa46924a9b5f506090a6413) ### [How much specification does an agent need?](https://arvindand.hashnode.dev/how-much-specification-does-an-agent-need?utm_source=hashnode&utm_medium=feed) How much specification do coding agents need? On existing context, open questions, and decisions that emerge during implementation. 6 min read · [arvindand.hashnode.dev](https://arvindand.hashnode.dev/how-much-specification-does-an-agent-need?utm_source=hashnode&utm_medium=feed) [5](https://hashnode.com/posts/how-much-specification-does-an-agent-need/6aa46924a9b5f506090a6413) [Stefano Zaghi](https://hashnode.com/@stefanozaghi1987) · [Aug 26](https://hashnode.com/posts/harness-engineering/6a8e9700a55566bd9d597986) ### [Thin Skills, Thick Context: How I Engineered My Claude Code Harness](https://ai-harness-skills.hashnode.dev/harness-engineering?utm_source=hashnode&utm_medium=feed) Harness-Engineering Methodology for Spec-Driven development 15 min read · [ai-harness-skills.hashnode.dev](https://ai-harness-skills.hashnode.dev/harness-engineering?utm_source=hashnode&utm_medium=feed) [Daniel Nwaneri](https://hashnode.com/@dannwaneri) · [Aug 26](https://hashnode.com/posts/how-to-stop-letting-ai-agents-fake-their-own-tests/6a8f26a0d7f59479db2c2023) ### [How to Stop Letting AI Agents Fake Their Own Tests](https://freecodecamp.org/news/how-to-stop-letting-ai-agents-fake-their-own-tests?utm_source=hashnode&utm_medium=feed) I signed off a hallucination fix as verified. We now had zero out of five fabricated responses, clean run, done. Then I ran it again under harder conditions and got 66.7%. The number I'd trusted enoug 11 min read · [freecodecamp.org](https://freecodecamp.org/news/how-to-stop-letting-ai-agents-fake-their-own-tests?utm_source=hashnode&utm_medium=feed) [fluentdb-dev](https://hashnode.com/@fluentdb-dev) · [Aug 25](https://hashnode.com/posts/i-built-ithyno-to-bring-shared-specs-and-role-separation-to-vibe-coding/6a8d8e4249765f8b168295bc) ### [I Built ithyno to Bring Shared Specs and Role Separation to Vibe Coding](https://ithyno.hashnode.dev/i-built-ithyno-to-bring-shared-specs-and-role-separation-to-vibe-coding?utm_source=hashnode&utm_medium=feed) See how ithyno combines OpenSpec, role-based AI agents, and Git worktrees to make implementation, review, verification, and parallel development 5 min read · [ithyno.hashnode.dev](https://ithyno.hashnode.dev/i-built-ithyno-to-bring-shared-specs-and-role-separation-to-vibe-coding?utm_source=hashnode&utm_medium=feed) [Reisidalt F. Couto](https://hashnode.com/@reisfc) · [Aug 23](https://hashnode.com/posts/classical-foundations-in-ai-assisted-software-engineering/6a8a5f41161cfe491d28323f) ### [Classical Foundations in AI-Assisted Software Engineering](https://objectcode.hashnode.dev/classical-foundations-in-ai-assisted-software-engineering?utm_source=hashnode&utm_medium=feed) From Informal Prose to Structured Specifications 11 min read · [objectcode.hashnode.dev](https://objectcode.hashnode.dev/classical-foundations-in-ai-assisted-software-engineering?utm_source=hashnode&utm_medium=feed) [Danny Gibas](https://hashnode.com/@gemlarin) · [Aug 14](https://hashnode.com/posts/vibe-coding-is-like-putting-a-hammer-in-the-hand-of-a-drunk-carpenter/6abc47483010ab2ca781b32c) ### [Vibe Coding Is a Drunk Carpenter With a Hammer](https://fieldnotes.dannygibas.dev/vibe-coding-is-like-putting-a-hammer-in-the-hand-of-a-drunk-carpenter?utm_source=hashnode&utm_medium=feed) Spec-driven OpenSpec + vertical slicing puts teams back in control of agentic workflows 9 min read · [fieldnotes.dannygibas.dev](https://fieldnotes.dannygibas.dev/vibe-coding-is-like-putting-a-hammer-in-the-hand-of-a-drunk-carpenter?utm_source=hashnode&utm_medium=feed)