Daily Posts
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Repositories as Operational Execution Surfaces
A research note on repositories as active operational surfaces where workflow contracts, automation boundaries, runtime feedback, and AI-assisted execution converge.
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A Local Driver for Repo-Centric Engineering Research
A research note on environment capability, normalized repo context, and agent orchestration as a practical loop for experimentation, collaboration, and delivery.
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Real Repositories as Context Probes
A continuation of the dev.kit research series: using real repos to test whether generated context actually improves engineering work.
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Structured Evidence and Interpreted Intent
A practical boundary for repo-context tools: parse deterministic sources, use prose for meaning, and keep generated context reviewable.
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Turning Repo Output Into a Workflow Contract
A practical note on exposing repo status, environment capability, context gaps, and repair steps as one workflow.
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What the dev.kit Sessions Converged On
A synthesis note collecting repo-session lessons from building dev.kit as a repo-context and workflow normalization tool.
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How dev.kit Changed While Building It
A development log from the dev.kit sessions, tracing the move from audit and bridge commands toward a smaller repo-context loop.
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The Idea Behind dev.kit
Why dev.kit exists: repositories as operating contracts, not just code folders.
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Repo-Centric Workflows as an Engineering System
A research note on workflows as composable systems, repository contracts, portable execution, and test-and-loop software delivery.