jonahbenton
16 hours ago
The answer is probably a high level LLM supported agentic spec driven development workflow. A low level version of this can kind of be accomplished interactively with the cloud specific MCPs- noting that each major infra component has its own MCP exposing the complete API surface of that component. The prompts that could drive component interrogation (to get current state, which would no longer live in a TF state file in S3) and then would drive updates and changes would themselves need to be generated, hence the higher level agentic function. Driving the agentic prompt gen would be a spec driven workflow. You would maintain the natural language spec and would conversationally arrive at spec updates that would lead to proposed infra changes for approval.
Asymi
14 hours ago
Ah that sounds very cool, so instead of having some deterministic mapping, you could just specify the requirements and have a test, the agent would iterate until it passes all tests - so you wouldn't actually need to maintain a codebase to translate from your language spec to cloud providers APIs. This is a cool way of thinking about it and I guess I'm still stuck in 2015! Going to give this a try and see how far it can go.