diff --git a/Makefile b/Makefile
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+++ b/Makefile
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+# Top-level Makefile — convenience wrappers around docker compose.
+#
+# Most molecule-core dev work happens via these shortcuts. CI doesn't
+# use this Makefile; CI calls docker compose / go test directly so the
+# Makefile can evolve without breaking the build.
+
+.PHONY: help dev up down logs build test
+
+help: ## Show this help.
+	@grep -E '^[a-zA-Z_-]+:.*?## ' $(MAKEFILE_LIST) | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-12s\033[0m %s\n", $$1, $$2}'
+
+dev: ## Start the full stack with air hot-reload for the platform service.
+	docker compose -f docker-compose.yml -f docker-compose.dev.yml up
+
+up: ## Start the full stack in production-shape mode (no air, normal Dockerfile).
+	docker compose up
+
+down: ## Stop the stack and remove containers (volumes preserved).
+	docker compose down
+
+logs: ## Tail logs from all services (Ctrl-C to detach).
+	docker compose logs -f
+
+build: ## Force a fresh build of the platform image (no cache).
+	docker compose build --no-cache platform
+
+test: ## Run Go unit tests in workspace-server/.
+	cd workspace-server && go test -race ./...
diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml
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+++ b/docker-compose.dev.yml
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+# docker-compose.dev.yml — overlay over docker-compose.yml for local dev
+# with air-driven live reload of the platform (workspace-server) service.
+#
+# Usage:
+#   docker compose -f docker-compose.yml -f docker-compose.dev.yml up
+#   (or `make dev` shorthand from repo root)
+#
+# What this overlay changes vs docker-compose.yml alone:
+#   - Platform service uses workspace-server/Dockerfile.dev (air on top of
+#     golang:1.25-alpine) instead of the multi-stage prod Dockerfile.
+#   - Platform service bind-mounts the host's workspace-server/ source
+#     into /app/workspace-server so air sees source edits live.
+#   - Other services (postgres, redis, langfuse, etc.) inherit unchanged
+#     from docker-compose.yml.
+#
+# What stays the same:
+#   - All env vars, volumes, depends_on, healthchecks from docker-compose.yml.
+#   - Network topology + ports.
+#   - Postgres/Redis as service containers (no in-process replacements).
+
+services:
+  platform:
+    build:
+      context: .
+      dockerfile: workspace-server/Dockerfile.dev
+    # Rebind source: edits under host's workspace-server/ propagate live.
+    # The named volume on go-build-cache speeds up first build per container.
+    volumes:
+      - ./workspace-server:/app/workspace-server
+      - go-build-cache:/root/.cache/go-build
+      - go-mod-cache:/go/pkg/mod
+    # Air signals the running binary on rebuild; ensure shell stops cleanly.
+    init: true
+    # Mark the service as dev-mode so the platform can short-circuit any
+    # behavior that's incompatible with hot-reload (e.g. background
+    # cron-style watchers that don't survive process restart). No-op
+    # today; reserved for future flag use.
+    environment:
+      MOLECULE_DEV_HOT_RELOAD: "1"
+
+volumes:
+  go-build-cache:
+  go-mod-cache:
diff --git a/workspace-server/.air.toml b/workspace-server/.air.toml
new file mode 100644
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--- /dev/null
+++ b/workspace-server/.air.toml
@@ -0,0 +1,49 @@
+# air.toml — live-reload config for local docker-compose dev mode.
+#
+# Active when the platform service runs from workspace-server/Dockerfile.dev
+# (selected via docker-compose.dev.yml overlay). In production, the regular
+# Dockerfile builds a static binary; air is dev-only.
+#
+# Reference: https://github.com/air-verse/air
+
+root = "."
+testdata_dir = "testdata"
+tmp_dir = "tmp"
+
+[build]
+  # Same build invocation as Dockerfile's builder stage minus the
+  # CGO_ENABLED=0 toggle (CGO ok in dev for richer race detector output).
+  cmd = "go build -o ./tmp/server ./cmd/server"
+  bin = "tmp/server"
+  full_bin = ""
+  args_bin = []
+  # Watch every .go and .yaml file under workspace-server/.
+  include_ext = ["go", "yaml", "tmpl"]
+  # Don't watch tests, build artifacts, vendored deps, or migration .sql
+  # (migrations need a clean DB anyway — handled by docker-compose down/up).
+  exclude_dir = ["assets", "tmp", "vendor", "testdata", "node_modules"]
+  exclude_file = []
+  # _test.go and *_mock.go shouldn't trigger a rebuild — saves cycles.
+  exclude_regex = ["_test\\.go$", "_mock\\.go$"]
+  exclude_unchanged = true
+  follow_symlink = false
+  log = "build-errors.log"
+  # Kill running binary 1s before starting new one.
+  kill_delay = "1s"
+  send_interrupt = true
+  stop_on_error = true
+  # Debounce: wait this long after last change before triggering rebuild.
+  delay = 500
+
+[log]
+  time = false
+
+[color]
+  main = "magenta"
+  watcher = "cyan"
+  build = "yellow"
+  runner = "green"
+
+[misc]
+  # Don't keep the tmp/ dir around between runs.
+  clean_on_exit = true
diff --git a/workspace-server/Dockerfile.dev b/workspace-server/Dockerfile.dev
new file mode 100644
index 00000000..f8a0a1db
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+++ b/workspace-server/Dockerfile.dev
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+# Dockerfile.dev — local-development image with air-driven live reload.
+#
+# Selected by docker-compose.dev.yml (overlay over docker-compose.yml).
+# Production stays on workspace-server/Dockerfile (static binary, no air).
+#
+# Workflow:
+#   1. docker compose -f docker-compose.yml -f docker-compose.dev.yml up
+#   2. Edit any .go file under workspace-server/
+#   3. air detects, rebuilds, kills old binary, starts new one (~3-5s)
+#   4. No `docker compose up --build` needed
+#
+# Templates + plugins are NOT pre-cloned here — air-mode assumes the
+# developer's filesystem has the workspace-configs-templates/ + plugins/
+# dirs available, mounted at runtime via docker-compose.dev.yml.
+
+FROM golang:1.25-alpine
+
+# air + git (for go mod) + ca-certs (for TLS) + tzdata (for time-zone DB).
+RUN apk add --no-cache git ca-certificates tzdata wget \
+ && go install github.com/air-verse/air@latest
+
+WORKDIR /app/workspace-server
+
+# Pre-fetch deps so the first `air` rebuild on a fresh container is fast.
+# These are bind-mount-overridden at runtime, so the COPY here is just
+# to warm the module cache.
+COPY workspace-server/go.mod workspace-server/go.sum ./
+RUN go mod download
+
+# Source is bind-mounted at runtime (see docker-compose.dev.yml volumes
+# block) so the Dockerfile doesn't need to COPY it. air watches the
+# bind-mounted dir for changes.
+
+ENV CGO_ENABLED=1
+ENV GOFLAGS="-buildvcs=false"
+
+# Run air with the .air.toml in the bind-mounted source dir.
+CMD ["air", "-c", ".air.toml"]