Engineering Manager / Technical Lead
A topic hub collecting every article tagged AI Coding. Use it to explore related posts and follow this theme across the site.
14 articles
Spec Kit fans a small change out into eight-plus files. Four practical levers — inline prompts, lean templates, trimmed commands, and impact-based routing — make its specs, plans, and tasks shorter without breaking the workflow.
A prompt-engineering teardown of Spec Kit's six core skills—and a practical blueprint for building an opinionated company spec workflow with custom Agent Skills.
A side-by-side comparison of OpenSpec and Superpowers for engineers and architects: what each tool actually ships, how spec generation differs, and where implementation discipline comes from.
A practical guide to the full vibe-coding loop — explore with Ask mode and OpenSpec, install skills, generate with Plan mode or spec-driven tools, review with Bugbot and /simplify, verify in the browser with Playwright MCP, deploy with MCP, and capture lessons in custom skills.
Why OpenSpec's explore → propose → apply loop is a better default than built-in Plan Mode: lighter ceremony, durable repo-native plans, and guardrails that keep exploration agnostic until you choose to commit.
A practical workflow for using OpenSpec from exploration to proposal, implementation, quality checks, PR review, merge, and archive without letting specs drift from the code.
A practical deep dive into OpenSpec's expanded OPSX workflows and custom schemas: when to use /opsx:new, /opsx:continue, /opsx:ff, /opsx:verify, /opsx:bulk-archive, /opsx:onboard, and how to design your own workflow.
A practical, source-backed guide for engineers and PMs adopting OpenSpec: when to start with an existing project, when to use it for a new build, and how to run the first workflow safely.
A source-backed comparison of OpenSpec and GitHub Spec Kit for engineers and PMs: workflows, skills, generated artifacts, extensibility, and inferred token trade-offs.
A practical guide for engineers and PMs who want to use GitHub Spec Kit as an investigation workflow: compare alternatives, approve one direction, and turn the decision into a stronger implementation spec.
Spec Kit jumps straight to specify. Borrow two missing phases from OpenSpec-style workflows — an Explore mode and an Alternatives-Review mode — as two small extension commands, without forking or switching tools.
A practical, source-backed workflow for turning many comments on Spec Kit artifacts into clean pre-implementation decisions, post-implementation deltas, and less chaotic AI-assisted delivery.
A practical research guide for using Gherkin, BDD, Spec-Driven Development, and eval-driven workflows to make AI-assisted delivery clearer, safer, and easier to review.
A source-backed research guide for turning vague engineering ideas into approved requirements, analysis, tasks, implementation, and tests, first with manual prompts and then with GitHub Spec Kit.
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