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A newer version of the Gradio SDK is available: 6.14.0

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API

Clean product one-liner: the conversational API contract lives here.

Why: the user should meet one front door over graph state, not raw internal subsystems.

Local turn runner

./bin/bvtctl "summarise the current runtime"
./bin/bvtctl ask "run the demo manifest" runtime/examples/demo_manifest.json
./bin/bvtctl chat
./bin/bvtctl context
./bin/bvtctl bootstrap-context
./bin/bvtctl inference
./api/run_turn.sh "summarise the current runtime"
./api/run_turn.sh "run the demo manifest" runtime/examples/demo_manifest.json
./api/build_system_context.sh
./api/write_session_bootstrap.sh

Why: bin/bvtctl is the operator-facing front door; api/run_turn.sh, api/build_system_context.sh, and api/write_session_bootstrap.sh keep the underlying single API honest and reusable across sessions.

Inference backend

inference.yaml at the repo root is the inference routing surface.

Why: the turn kernel should use one local config to decide whether graph-first reasoning is backed by Codex CLI, so the repo can use the signed-in ChatGPT subscription instead of a separate API key path.

Self-improve entry

./bin/bvtctl self-improve "tighten one bounded product slice"
./bin/bvtctl self-improve-apply "add one missing operator doc for the self-improve loop"

Why: self-improvement should enter through the same CLI surface and still end in manifests, receipts, and benchmarks rather than free-form repo mutation.