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Add traceable case interpretation with validated LLM output

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README.md
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@@ -19,10 +19,13 @@ python -m venv .venv
.\.venv\Scripts\python.exe -m pytest
```
The lifecycle foundation supports one-pass inbox processing and resumable package
checkpoints and a deterministic generic CaseBuilder. It includes no analysis worker or LLM,
case interpretation, hypothesis generation or investigation tools.
The lifecycle foundation supports one-pass inbox processing, resumable package
checkpoints and a deterministic generic CaseBuilder. An async LLM gateway and CaseInterpreter
provide the first analysis phase. Hypothesis generation, investigation tools, diagnosis,
Change Requests and a continuous analysis worker remain future milestones.
Expected-behavior resolution and the read-only provider contract: [expected-behavior-v1.md](docs/expected-behavior-v1.md).
Configurable LLM transport, failover and durable retries: [llm-gateway-v1.md](docs/llm-gateway-v1.md), with [example configuration](config/llm.example.toml).
The first domain LLM phase and its source-reference contracts: [case-interpretation-v1.md](docs/case-interpretation-v1.md).