The Human Part of GitHub Spec Kit: How to Talk to Agents Between Commands
Spec Kit can generate the artifacts, but humans still have to expose assumptions, own decisions, propagate changes, set stop conditions, and decide what evidence is enough.
Engineering Manager / Technical Lead
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14 articles
Spec Kit can generate the artifacts, but humans still have to expose assumptions, own decisions, propagate changes, set stop conditions, and decide what evidence is enough.
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.
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.
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.
A simple, source-backed guide for engineers and PMs to start with GitHub Spec Kit, understand the main commands, and use the workflow cleanly in Cursor or Claude Code.
A source-backed follow-up on routing GitHub Spec Kit phases across fast drafting models, deeper planning models, and stronger implementation models without treating all steps as the same kind of work.
A practical engineer-first guide to turning a messy enterprise feature into specs, acceptance criteria, Beads task graphs, git worktrees, and parallel delivery across Cursor and Claude Code.
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