gstack Can Demand Evidence. It Cannot Produce It.
gstack is rigorous once evidence exists. Before code, customer discovery skills and a reliable memory layer are needed to produce and preserve the proof it expects.
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Workflow
Articles connected by a shared topic.
Articles
OpenSpec Optimizes Chaos, Not Tokens
Why OpenSpec belongs in a different category than knowledge tools—and why planning before execution is the actual constraint it addresses.
Local Knowledge Beats Always-On Tools in AI-Assisted Development
Why the biggest gain in AI-assisted development comes from durable local knowledge and disciplined workflow structure, not from keeping every external tool always active.
I Did Not Need a CMS. I Needed a Reviewable Publishing System
Why I kept this blog's publishing system repo-native, with explicit state and handoff boundaries, instead of reaching for a CMS too early.
Agent Tools Need Product Design Too
Why agent tools are control surfaces for safe, reviewable loops—not just callable functions.