Spec before execution
The intended state, constraints, and acceptance checks are described before tools touch live systems.
Approach
Governed infrastructure work, written as a method.
StudioAsCode is a set of patterns for making infrastructure work inspectable: what was intended, what was allowed, what happened, and what can be understood later.
Premise
The hard part is not only automation.
Infrastructure automation can already make changes quickly. The harder question is how to keep that speed reviewable, bounded, and explainable when humans and agents share the work surface.
The methodology starts from a simple constraint: every meaningful change should produce enough context for another practitioner to understand the intent, the execution path, and the resulting state.
Principles
Four ideas hold the system together.
Capabilities stay narrow
Agents receive explicit tool paths and scoped permissions. Broad shell access is treated as a design smell.
Records stay close to the work
Important context, checks, decisions, and review notes are kept near the change instead of separated into after-the-fact summaries.
Humans own the gates
Policy checks and approval boundaries define where autonomy stops and deliberate review begins.
Patterns
Reusable shapes, not an implementation recipe.
Explore before changing
Separate discovery, planning, and mutation so risky work can be understood before it becomes operational.
Before-and-after context
Keep enough surrounding context for another practitioner to compare intent with outcome.
Verifiable change records
Prefer records that can be checked independently over summaries that ask the reader to trust the author.
Documentation from the work path
Let notes, decisions, and acceptance checks emerge from the way the work is done.
Artifacts
Reference implementations live in code.
The public repositories are the place for templates, experiments, verification scripts, and implementation notes connected to the methodology.
Explore GitHub