Makefile

-include .env
export

.PHONY: install onboard benchmark benchmark-update-readme test test-full demo alert-template investigate-alert opensre-hub-fetch opensre-hub-export opensre-hub-investigate verify-integrations check-docker check-langgraph check-langsmith-api-key grafana-local-up grafana-local-down grafana-local-seed langgraph-build langgraph-deploy clean lint format deploy deploy-lambda deploy-prefect deploy-flink destroy destroy-lambda destroy-prefect destroy-flink prefect-local-test simulate-k8s-alert test-k8s-local test-k8s test-k8s-datadog chaos-mesh-up chaos-mesh-down chaos-engineering-apply chaos-engineering-delete chaos-lab-up chaos-lab-down chaos-experiment-list chaos-experiment-up chaos-experiment-down deploy-dd-monitors cleanup-dd-monitors deploy-eks destroy-eks test-k8s-eks datadog-demo crashloop-demo regen-trigger-config test-rca test-rca-grafana test-synthetic test-rds-synthetic test-cli-smoke deploy-langsmith destroy-langsmith test-langsmith deploy-vercel destroy-vercel test-vercel deploy-ec2 destroy-ec2 test-ec2 deploy-ec2-hello destroy-ec2-hello deploy-remote destroy-remote deploy-bedrock destroy-bedrock test-bedrock


ifneq ($(wildcard .venv/bin/python),)
    PYTHON = .venv/bin/python
    PIP = .venv/bin/python -m pip
else ifeq ($(OS),Windows_NT)
    ifneq ($(wildcard .venv/Scripts/python.exe),)
        PYTHON = .venv\\Scripts\\python.exe
        PIP = .venv\\Scripts\\python.exe -m pip
    else
        PYTHON = python
        PIP = python -m pip
    endif
else ifneq ($(shell python3 -c "import sys" 2>/dev/null),)
    PYTHON = python3
    PIP = python3 -m pip
else
    PYTHON = python
    PIP = python -m pip
endif

# PIP_INSTALL_FLAGS = --user --break-system-packages
USER_BASE := $(shell $(PYTHON) -m site --user-base)
USER_BIN := $(if $(filter Windows_NT,$(OS)),$(USER_BASE)/Scripts,$(USER_BASE)/bin)
export PATH := $(if $(wildcard .venv/bin),$(CURDIR)/.venv/bin:,$(if $(wildcard .venv/Scripts),$(CURDIR)/.venv/Scripts:))$(USER_BIN):$(PATH)

# Create venv and install dependencies
install:
	$(PYTHON) -m venv .venv
	$(PIP) install --upgrade pip
	$(PIP) install $(PIP_INSTALL_FLAGS) -e ".[dev]"
	$(PYTHON) -m app.analytics.install

build:
	$(PYTHON) -m build

# Run the local onboarding flow
onboard:
	opensre onboard

# Run Prefect ECS demo (default demo) - shows Investigation Trace in RCA
demo:
	$(PYTHON) -m tests.e2e.upstream_prefect_ecs_fargate.test_agent_e2e

# Run Benchmarking Script based on Synthetic Scenarios
benchmark:
	$(PYTHON) -m tests.benchmarks.toolcall_model_benchmark.benchmark_generator

# Update README benchmark section from cached results (no LLM calls)
benchmark-update-readme:
	$(PYTHON) -m tests.benchmarks.toolcall_model_benchmark.readme_updater

alert-template:
	opensre investigate --print-template $(or $(TEMPLATE),generic)

investigate-alert:
	@[ -n "$(ALERT)" ] || { echo "Usage: make investigate-alert ALERT=/path/to/alert.json"; exit 1; }
	opensre investigate --input "$(ALERT)"

# Fetch first alert from Hugging Face tracer-cloud/opensre (needs Hub extra + network).
# OPENSRE_QUERY_PREFIX=Telecom/query_alerts make opensre-hub-fetch
# OPENSRE_HF_DATASET_ID=tracer-cloud/opensre is optional (same default as the app).
OPENSRE_HUB_ALERT ?= /tmp/opensre-hub-alert.json
OPENSRE_QUERY_PREFIX ?= Market/cloudbed-1/query_alerts
# 0-based: second alert => OPENSRE_HUB_INDEX=1
OPENSRE_HUB_INDEX ?= 0
# Extra flags for investigate, e.g. omit --evaluate: OPENSRE_INVESTIGATE_FLAGS=
OPENSRE_INVESTIGATE_FLAGS ?= --evaluate

opensre-hub-fetch:
	$(PYTHON) scripts/fetch_opensre_hub_alert.py --prefix "$(OPENSRE_QUERY_PREFIX)" --output "$(OPENSRE_HUB_ALERT)" --index $(OPENSRE_HUB_INDEX)

# Batch: OPENSRE_EXPORT_DIR=./bank_alerts OPENSRE_EXPORT_LIMIT=30 make opensre-hub-export
opensre-hub-export:
	@[ -n "$(OPENSRE_EXPORT_DIR)" ] || { echo "Set OPENSRE_EXPORT_DIR (e.g. ./hub_alerts) and OPENSRE_EXPORT_LIMIT"; exit 1; }
	@[ -n "$(OPENSRE_EXPORT_LIMIT)" ] || { echo "Set OPENSRE_EXPORT_LIMIT (e.g. 25)"; exit 1; }
	$(PYTHON) scripts/fetch_opensre_hub_alert.py --prefix "$(OPENSRE_QUERY_PREFIX)" --export-dir "$(OPENSRE_EXPORT_DIR)" --limit $(OPENSRE_EXPORT_LIMIT)

opensre-hub-investigate: opensre-hub-fetch
	opensre investigate -i "$(OPENSRE_HUB_ALERT)" $(OPENSRE_INVESTIGATE_FLAGS)

verify-integrations:
	opensre integrations verify $(if $(SERVICE),$(SERVICE),) $(if $(SLACK_TEST),--send-slack-test,)

check-docker:
	@command -v docker >/dev/null 2>&1 || { echo "Docker is required for the live local Grafana stack. Install Docker Desktop or another Docker-compatible runtime, then rerun this target."; exit 1; }
	@docker info >/dev/null 2>&1 || { echo "Docker is installed, but the Docker daemon is not running. Start Docker Desktop, OrbStack, or Colima, then rerun this target."; exit 1; }

check-langgraph:
	@command -v langgraph >/dev/null 2>&1 || { echo "The LangGraph CLI is required for this target. Install it with 'pip install langgraph-cli' and rerun."; exit 1; }

check-langsmith-api-key:
	@[ -n "$$LANGGRAPH_HOST_API_KEY" ] || [ -n "$$LANGSMITH_API_KEY" ] || [ -n "$$LANGCHAIN_API_KEY" ] || { echo "Set LANGSMITH_API_KEY (or LANGGRAPH_HOST_API_KEY / LANGCHAIN_API_KEY) in your environment or .env before deploying to LangGraph."; exit 1; }

grafana-local-up: check-docker
	docker compose -f app/cli/wizard/local_grafana_stack/docker-compose.yml up -d

grafana-local-down: check-docker
	docker compose -f app/cli/wizard/local_grafana_stack/docker-compose.yml down

grafana-local-seed:
	$(PYTHON) -m app.cli.wizard.grafana_seed

langgraph-build: check-langgraph check-docker
	langgraph build

langgraph-deploy: check-langgraph check-docker check-langsmith-api-key
	langgraph deploy

# Run CloudWatch demo
cloudwatch-demo:
	$(PYTHON) -m tests.e2e.cloudwatch_demo.test_aws

# Run Datadog demo (local kind cluster + real DD monitor + investigation agent)
datadog-demo:
	$(PYTHON) -m tests.e2e.datadog.test_local

# Run CrashLoopBackOff  demo
crashloop-demo:
	$(PYTHON) -m tests.e2e.crashloop.test_local

# Run Prefect ECS Fargate E2E test (alias for demo)
prefect-demo:
	$(PYTHON) -m tests.e2e.upstream_prefect_ecs_fargate.test_agent_e2e

# Run RCA tests from markdown alert files in tests/e2e/rca/ (pass FILE= to run one)
test-rca:
	$(PYTHON) -m tests.e2e.rca.run_rca_test $(FILE)

# Run synthetic tests via pytest markers (fixture-based, no live infra required)
test-synthetic:
	$(PYTHON) -m pytest -m synthetic -v tests/synthetic/

# Run synthetic RDS PostgreSQL RCA benchmark suite via the CLI runner (supports --json, --scenario)
test-rds-synthetic:
	$(PYTHON) -m tests.synthetic.rds_postgres.run_suite $(if $(SCENARIO),--scenario $(SCENARIO),)

# Run synthetic Kubernetes RCA benchmark suite via the CLI runner (supports --json, --scenario, --mock-backends)
test-k8s-synthetic:
	$(PYTHON) -m tests.synthetic.eks.run_suite $(if $(SCENARIO),--scenario $(SCENARIO),)

# Boot local Grafana+Loki, seed deterministic test logs, then run the RCA pipeline
# Requires GRAFANA_INSTANCE_URL + GRAFANA_READ_TOKEN in .env (see .env.example for local defaults)
test-rca-grafana: grafana-local-up grafana-local-seed
	$(PYTHON) -m tests.e2e.rca.run_rca_test grafana_pipeline_failure

# Simulate a Datadog alert via local LangGraph server (full pipeline, real API calls)
simulate-k8s-alert:
	@echo "Starting LangGraph dev server..."
	langgraph dev --no-browser >/tmp/langgraph-dev.log 2>&1 &
	$(PYTHON) tests/e2e/kubernetes_local_alert_simulation/wait_for_server.py
	$(PYTHON) -m pytest tests/e2e/kubernetes_local_alert_simulation/test_simulation.py -s; \
	EXIT=$$?; kill %1 2>/dev/null; exit $$EXIT

# Run Kubernetes local test (kind)
test-k8s-local:
	$(PYTHON) -m tests.e2e.kubernetes.test_local --both

# Run Kubernetes test (matches CI)
test-k8s:
	$(PYTHON) -m tests.e2e.kubernetes.test_local

# Run Kubernetes + Datadog test (kind + DD Agent)
test-k8s-datadog:
	$(PYTHON) -m tests.e2e.kubernetes.test_datadog

# Chaos Mesh on the kube context (default: kind-tracer-k8s-test). Override: make chaos-mesh-up KUBECTL_CONTEXT=...
# CHAOS_MESH_RUNTIME=containerd matches kind; use docker only on older clusters.
CHAOS_MESH_NS ?= chaos-mesh
KUBECTL_CONTEXT ?= kind-tracer-k8s-test
CHAOS_MESH_RUNTIME ?= containerd
HELM_KUBE := $(if $(KUBECTL_CONTEXT),--kube-context $(KUBECTL_CONTEXT),)
KUBECTL_FLAGS := $(if $(KUBECTL_CONTEXT),--context=$(KUBECTL_CONTEXT),)

chaos-mesh-up:
	@helm repo list 2>/dev/null | grep -q '^chaos-mesh' || helm repo add chaos-mesh https://charts.chaos-mesh.org
	helm repo update
	kubectl create namespace $(CHAOS_MESH_NS) --dry-run=client -o yaml | kubectl apply -f - $(KUBECTL_FLAGS)
	helm upgrade --install chaos-mesh chaos-mesh/chaos-mesh -n $(CHAOS_MESH_NS) \
		--set chaosDaemon.runtime=$(CHAOS_MESH_RUNTIME) \
		$(HELM_KUBE)

chaos-mesh-down:
	-helm uninstall chaos-mesh -n $(CHAOS_MESH_NS) $(HELM_KUBE)
	-kubectl delete namespace $(CHAOS_MESH_NS) $(KUBECTL_FLAGS)

# Apply chaos-engineering manifests on KUBECTL_CONTEXT (nginx target, CrashLoop deployment, PodChaos).
# Requires Chaos Mesh CRDs for pod-kill-demo.yaml (run make chaos-mesh-up first).
chaos-engineering-apply:
	kubectl apply -f tests/chaos_engineering/chaos-demo.yaml $(KUBECTL_FLAGS)
	kubectl apply -f tests/chaos_engineering/experiments/crashloop/crashloop-demo.yaml $(KUBECTL_FLAGS)
	kubectl apply -f tests/chaos_engineering/pod-kill-demo.yaml $(KUBECTL_FLAGS)

chaos-engineering-delete:
	-kubectl delete -f tests/chaos_engineering/pod-kill-demo.yaml $(KUBECTL_FLAGS)
	-kubectl delete -f tests/chaos_engineering/experiments/crashloop/crashloop-demo.yaml $(KUBECTL_FLAGS)
	-kubectl delete -f tests/chaos_engineering/chaos-demo.yaml $(KUBECTL_FLAGS)

# Full chaos lab: kind + Datadog + Chaos Mesh + baseline workloads (same defaults as README).
# Optional flags: CHAOS_LAB_FLAGS='--skip-kind' '--skip-datadog' '--no-wait-datadog' etc.
chaos-lab-up:
	$(PYTHON) -m tests.chaos_engineering lab up $(CHAOS_LAB_FLAGS)

# Tear down lab (baseline, Chaos Mesh, Datadog namespace, kind cluster). Optional: CHAOS_LAB_DOWN_FLAGS='--keep-kind' '--keep-datadog'
chaos-lab-down:
	$(PYTHON) -m tests.chaos_engineering lab down $(CHAOS_LAB_DOWN_FLAGS)

chaos-experiment-list:
	$(PYTHON) -m tests.chaos_engineering experiment list

# Apply experiments/<EXPERIMENT>/ (*-demo.yaml then *-chaos.yaml). Example: make chaos-experiment-up EXPERIMENT=pod-failure
chaos-experiment-up:
	@test -n "$(EXPERIMENT)" || (echo "Set EXPERIMENT=name (see: make chaos-experiment-list)" && false)
	$(PYTHON) -m tests.chaos_engineering experiment apply $(EXPERIMENT)

chaos-experiment-down:
	@test -n "$(EXPERIMENT)" || (echo "Set EXPERIMENT=name (see: make chaos-experiment-list)" && false)
	$(PYTHON) -m tests.chaos_engineering experiment delete $(EXPERIMENT)

# Deploy Datadog monitors (requires DD_API_KEY + DD_APP_KEY)
deploy-dd-monitors:
	$(PYTHON) -c "from tests.e2e.kubernetes.test_datadog import deploy_monitors; deploy_monitors()"

# Remove Datadog monitors created by tracer tests
cleanup-dd-monitors:
	$(PYTHON) -c "from tests.e2e.kubernetes.test_datadog import cleanup_monitors; cleanup_monitors()"

# Deploy EKS cluster + ECR image for Kubernetes tests
deploy-eks:
	$(PYTHON) -c "from tests.e2e.kubernetes.infrastructure_sdk.eks import deploy_eks_stack; deploy_eks_stack()"

# Destroy EKS cluster and all associated resources
destroy-eks:
	$(PYTHON) -c "from tests.e2e.kubernetes.infrastructure_sdk.eks import destroy_eks_stack; destroy_eks_stack()"

# Run Kubernetes + Datadog test on EKS
test-k8s-eks:
	$(PYTHON) -m tests.e2e.kubernetes.test_eks

# Fast: trigger a K8s alert in ~15s (fire-and-forget)
trigger-alert:
	$(PYTHON) -m tests.e2e.kubernetes.trigger_alert

# Recreate centralized trigger API config JSON from AWS
regen-trigger-config:
	$(PYTHON) -m tests.e2e.kubernetes.trigger_alert --regen-config

# Fast trigger + wait for Slack confirmation
trigger-alert-verify:
	$(PYTHON) -m tests.e2e.kubernetes.trigger_alert --verify

# Run Prefect ECS local test
prefect-local-test:
	$(PYTHON) -m tests.e2e.upstream_prefect_ecs_fargate.test_local $(if $(CLOUD),--cloud,)

# Run upstream/downstream pipeline E2E test
upstream-downstream:
	$(PYTHON) -m tests.e2e.upstream_lambda.test_agent_e2e

# Run Apache Flink ECS E2E test
flink-demo:
	$(PYTHON) -m tests.e2e.upstream_apache_flink_ecs.test_agent_e2e

grafana-demo:
	$(PYTHON) -m tests.e2e.grafana.grafana_pipeline

# Run the generic CLI (reads from stdin or --input)
run:
	opensre investigate

dev: 
	langgraph dev


# Deploy all test case infrastructure in parallel (SDK - fast!)
deploy:
	@echo "Deploying all stacks in parallel..."
	@$(PYTHON) -m tests.e2e.upstream_lambda.infrastructure_sdk.deploy & \
	$(PYTHON) -m tests.e2e.upstream_prefect_ecs_fargate.infrastructure_sdk.deploy & \
	$(PYTHON) -m tests.e2e.upstream_apache_flink_ecs.infrastructure_sdk.deploy & \
	wait
	@echo "All stacks deployed."

# Deploy Lambda test case
deploy-lambda:
	@echo "Deploying Lambda stack..."
	$(PYTHON) -m tests.e2e.upstream_lambda.infrastructure_sdk.deploy

# Deploy Prefect ECS test case
deploy-prefect:
	@echo "Deploying Prefect ECS stack..."
	$(PYTHON) -m tests.e2e.upstream_prefect_ecs_fargate.infrastructure_sdk.deploy

# Deploy Flink ECS test case
deploy-flink:
	@echo "Deploying Flink ECS stack..."
	$(PYTHON) -m tests.e2e.upstream_apache_flink_ecs.infrastructure_sdk.deploy

# Destroy all test case infrastructure in parallel
destroy:
	@echo "Destroying all stacks in parallel..."
	@$(PYTHON) -m tests.e2e.upstream_lambda.infrastructure_sdk.destroy & \
	$(PYTHON) -m tests.e2e.upstream_prefect_ecs_fargate.infrastructure_sdk.destroy & \
	$(PYTHON) -m tests.e2e.upstream_apache_flink_ecs.infrastructure_sdk.destroy & \
	wait
	@echo "All stacks destroyed."

# Destroy Lambda test case
destroy-lambda:
	@echo "Destroying Lambda stack..."
	$(PYTHON) -m tests.e2e.upstream_lambda.infrastructure_sdk.destroy

# Destroy Prefect ECS test case
destroy-prefect:
	@echo "Destroying Prefect ECS stack..."
	$(PYTHON) -m tests.e2e.upstream_prefect_ecs_fargate.infrastructure_sdk.destroy

# Destroy Flink ECS test case
destroy-flink:
	@echo "Destroying Flink ECS stack..."
	$(PYTHON) -m tests.e2e.upstream_apache_flink_ecs.infrastructure_sdk.destroy

# Deploy Bedrock Agent test case
deploy-bedrock:
	$(PYTHON) -m tests.deployment.bedrock.infrastructure_sdk.deploy

# Destroy Bedrock Agent test case
destroy-bedrock:
	$(PYTHON) -m tests.deployment.bedrock.infrastructure_sdk.destroy

# Run Bedrock Agent deployment tests
test-bedrock:
	$(PYTHON) -m pytest tests/deployment/bedrock/ -v -s

# Run fast tests + Prefect cloud E2E
test:
	$(PYTHON) -m pytest -v app tests/utils
	$(PYTHON) -m tests.e2e.upstream_prefect_ecs_fargate.test_agent_e2e

# Run full test suite (CI/CD)
test-full:
	$(PYTHON) -m pytest -v

# Run tests with coverage (parallel via pytest-xdist).
# Keep tests/synthetic excluded here to match GitHub CI; marker filtering alone is
# not enough because some synthetic tests are collected without the synthetic mark.
test-cov:
	$(PYTHON) -m pytest -n auto -v --cov=app --cov-report=term-missing --ignore=tests/e2e/kubernetes_local_alert_simulation --ignore=tests/synthetic -m "not synthetic"

# Run the CLI smoke suite against the installed opensre entrypoint.
test-cli-smoke:
	$(PYTHON) -m pytest -v tests/cli_smoke_test.py

# Run Grafana integration tests
test-grafana:
	@echo "Running Grafana integration tests..."
	$(PYTHON) -m pytest tests/e2e/grafana_validation/test_grafana_cloud_queries.py -v

# Spin up the local RabbitMQ stack (broker + publisher + slow consumer), wait
# for a backlog to accumulate, then exercise the read-only diagnostic tools
# against the real broker.  Used for the screen-video demo; NOT part of CI.
rabbitmq-local-up:
	@echo "Starting local RabbitMQ stack (broker + publisher + slow consumer)..."
	docker compose -f docker-compose.rabbitmq.yml up -d
	@echo "Waiting for broker to become healthy..."
	@until docker compose -f docker-compose.rabbitmq.yml ps rabbitmq | grep -q "(healthy)"; do sleep 2; done
	@echo "Broker healthy.  Letting backlog build for 20s..."
	@sleep 20
	@echo "Ready."

rabbitmq-local-down:
	docker compose -f docker-compose.rabbitmq.yml down -v

# Run the RabbitMQ integration + tool tests, then invoke the verify command
# against the live broker.  Requires the rabbitmq-local-up stack to be running.
test-rabbitmq-real:
	@echo "Running mocked RabbitMQ unit + e2e tests..."
	$(PYTHON) -m pytest tests/integrations/test_rabbitmq.py tests/tools/test_rabbitmq_*.py tests/e2e/rabbitmq/ -v
	@echo ""
	@echo "Verifying against the live broker (requires \`make rabbitmq-local-up\`)..."
	RABBITMQ_HOST=127.0.0.1 \
	RABBITMQ_USERNAME=sre_admin \
	RABBITMQ_PASSWORD=sre_password \
	RABBITMQ_VHOST=/orders \
	$(PYTHON) -c "from app.integrations.rabbitmq import rabbitmq_config_from_env, validate_rabbitmq_config, get_queue_backlog, get_broker_overview; \
cfg = rabbitmq_config_from_env(); \
print('validate:', validate_rabbitmq_config(cfg)); \
print('overview:', get_broker_overview(cfg)); \
print('backlog:', get_queue_backlog(cfg, max_results=5))"

# Clean up
clean:
	find . -type d -name "__pycache__" -exec rm -rf {} + 2>/dev/null || true
	find . -type f -name "*.pyc" -delete 2>/dev/null || true
	find . -type d -name ".pytest_cache" -exec rm -rf {} + 2>/dev/null || true
	find . -maxdepth 1 \( -name '.coverage' -o -name '.coverage.*' \) -delete 2>/dev/null || true
	rm -rf htmlcov/ 2>/dev/null || true

# Lint code
lint:
	ruff check app/ tests/

# Check formatting (read-only; CI uses this)
format-check:
	ruff format --check app/ tests/

# Format code
format:
	ruff format app/ tests/

# Type check
typecheck:
	$(PYTHON) -m mypy app/

# Run all checks (lint + format read-only check + types + full tests; mirrors CI quality gates)
check: lint format-check typecheck test-full

# ─── Deployment Tests (LangSmith) ────────────────────────────────────────────
deploy-langsmith:
	$(PYTHON) -m tests.deployment.langsmith.infrastructure_sdk.deploy

destroy-langsmith:
	$(PYTHON) -m tests.deployment.langsmith.infrastructure_sdk.destroy

test-langsmith:
	$(PYTHON) -m pytest tests/deployment/langsmith/ -v -s

# ─── Deployment Tests (Vercel) ───────────────────────────────────────────────
deploy-vercel:
	$(PYTHON) -m tests.deployment.vercel.infrastructure_sdk.deploy

destroy-vercel:
	$(PYTHON) -m tests.deployment.vercel.infrastructure_sdk.destroy

test-vercel:
	$(PYTHON) -m pytest tests/deployment/vercel/ -v -s

# ─── Deployment Tests (EC2) ──────────────────────────────────────────────────
deploy-ec2:
	$(PYTHON) -m tests.deployment.ec2.infrastructure_sdk.deploy

destroy-ec2:
	$(PYTHON) -m tests.deployment.ec2.infrastructure_sdk.destroy

test-ec2:
	$(PYTHON) -m pytest tests/deployment/ec2/ -v -s

# ─── EC2 Hello World (fast, <60s) ────────────────────────────────────────────
deploy-ec2-hello:
	$(PYTHON) -m tests.deployment.ec2.infrastructure_sdk.deploy_hello

destroy-ec2-hello:
	$(PYTHON) -m tests.deployment.ec2.infrastructure_sdk.destroy_hello

# ─── EC2 Remote (full investigation server) ──────────────────────────────────
deploy-remote:
	$(PYTHON) -m tests.deployment.ec2.infrastructure_sdk.deploy_remote

destroy-remote:
	$(PYTHON) -m tests.deployment.ec2.infrastructure_sdk.destroy_remote

# Show help
help:
	@echo "Available commands:"
	@echo ""
	@echo "  DEPLOYMENT TESTS"
	@echo "  make deploy-bedrock    - Deploy Bedrock Agent stack"
	@echo "  make destroy-bedrock   - Destroy Bedrock Agent stack"
	@echo "  make test-bedrock      - Run Bedrock Agent deployment tests"
	@echo "  make deploy-langsmith  - Deploy to LangSmith/LangGraph Cloud"
	@echo "  make destroy-langsmith - Clean up local outputs (remote deployment persists)"
	@echo "  make test-langsmith    - Run LangSmith deployment tests"
	@echo "  make deploy-vercel     - Deploy health-check function to Vercel"
	@echo "  make destroy-vercel    - Destroy Vercel deployment"
	@echo "  make test-vercel       - Run Vercel deployment tests"
	@echo "  make deploy-ec2        - Deploy OpenSRE on EC2 with Docker"
	@echo "  make destroy-ec2       - Terminate EC2 instance and clean up"
	@echo "  make test-ec2          - Run EC2 deployment tests"
	@echo "  make deploy-ec2-hello  - Deploy hello-world on EC2 (<60s)"
	@echo "  make destroy-ec2-hello - Terminate hello-world EC2 instance"
	@echo "  make deploy-remote     - Deploy full investigation server on EC2"
	@echo "  make destroy-remote    - Terminate remote investigation EC2 instance"
	@echo ""
	@echo "  DEPLOYMENT (AWS SDK - fast!)"
	@echo "  make deploy          - Deploy all test case infrastructure"
	@echo "  make deploy-lambda   - Deploy Lambda stack (~50s)"
	@echo "  make deploy-prefect  - Deploy Prefect ECS stack (~55s)"
	@echo "  make deploy-flink    - Deploy Flink ECS stack (~90s)"
	@echo "  make destroy         - Destroy all test case infrastructure"
	@echo "  make destroy-lambda  - Destroy Lambda stack"
	@echo "  make destroy-prefect - Destroy Prefect ECS stack"
	@echo "  make destroy-flink   - Destroy Flink ECS stack"
	@echo ""
	@echo "  DEMOS"
	@echo "  make demo            - Run Prefect ECS E2E test (default, shows Investigation Trace)"
	@echo "  make grafana-local-up - Start the local Grafana + Loki stack"
	@echo "  make grafana-local-seed - Seed failure logs into the local Loki instance"
	@echo "  make alert-template TEMPLATE=datadog - Print a starter alert JSON template"
	@echo "  make investigate-alert ALERT=/path/to/alert.json - Run RCA against your own alert payload"
	@echo "  make verify-integrations - Check local store + .env integrations before running RCA"
	@echo "  make langgraph-build - Build the LangGraph agent server image locally"
	@echo "  make langgraph-deploy - Deploy the agent to LangGraph / LangSmith Deployments"
	@echo "  make prefect-demo    - Run Prefect ECS Fargate E2E test (alias for demo)"
	@echo "  make prefect-local-test - Run Prefect ECS local test (CLOUD=1 for ECS)"
	@echo "  make flink-demo      - Run Apache Flink ECS E2E test"
	@echo "  make cloudwatch-demo - Run CloudWatch demo"
	@echo "  make datadog-demo    - Run Datadog demo (local kind cluster + DD monitor + agent)"
	@echo "  make crashloop-demo  - Run CrashLoopBackOff/OOMKill demo (no k8s needed, DD + Slack)"
	@echo "  make upstream-downstream - Run upstream/downstream Lambda E2E test"
	@echo ""
	@echo "  KUBERNETES"
	@echo "  make test-k8s-local  - Run Kubernetes local test (kind)"
	@echo "  make test-k8s        - Run Kubernetes test (matches CI)"
	@echo "  make test-k8s-datadog - Run Kubernetes + Datadog test"
	@echo "  make chaos-mesh-up - Install Chaos Mesh (Helm; default context kind-tracer-k8s-test)"
	@echo "  make chaos-mesh-down - Uninstall Chaos Mesh + namespace"
	@echo "  make chaos-engineering-apply - Apply chaos-demo + crashloop + PodChaos (same context)"
	@echo "  make chaos-engineering-delete - Remove those workloads (PodChaos first)"
	@echo "  make chaos-lab-up / chaos-lab-down - Full lab (kind+DD+mesh+baseline; runs python -m tests.chaos_engineering)"
	@echo "  make chaos-experiment-list / chaos-experiment-up EXPERIMENT=... - Per-experiment apply"
	@echo "  make deploy-dd-monitors - Deploy Datadog monitors (DD_API_KEY + DD_APP_KEY)"
	@echo "  make cleanup-dd-monitors - Remove Datadog test monitors"
	@echo "  make deploy-eks      - Deploy EKS cluster + ECR image"
	@echo "  make destroy-eks     - Destroy EKS cluster and resources"
	@echo "  make test-k8s-eks    - Run Kubernetes + Datadog test on EKS"
	@echo ""
	@echo "  LOCAL DEVELOPMENT"
	@echo "  make install         - Install dependencies"
	@echo "  make onboard         - Run the OpenSRE onboarding flow"
	@echo ""
	@echo "  CLI (tab-completable, run 'opensre -h' for full help)"
	@echo "  opensre onboard                    - Interactive setup wizard"
	@echo "  opensre investigate -i alert.json  - Run RCA on an alert payload"
	@echo "  opensre integrations list          - Show configured integrations"
	@echo "  opensre integrations verify        - Verify connectivity"
	@echo ""
	@echo "  TESTING & QUALITY"
	@echo "  make test            - Run fast unit tests + Prefect cloud E2E"
	@echo "  make test-full       - Run full test suite (CI/CD)"
	@echo "  make test-cov        - Run tests with coverage"
	@echo "  make test-cli-smoke  - Run end-to-end CLI smoke tests"
	@echo "  make test-grafana    - Run Grafana integration tests"
	@echo "  make test-rca        - Run all RCA markdown alert tests in tests/e2e/rca/"
	@echo "  make test-rca FILE=pipeline_error_in_logs - Run a single RCA alert test"
	@echo "  make test-rds-synthetic - Run the synthetic RDS PostgreSQL RCA suite"
	@echo "  make clean           - Clean up cache files"
	@echo "  make lint            - Lint code with ruff"
	@echo "  make format-check    - Check formatting with ruff (read-only)"
	@echo "  make format          - Format code with ruff"
	@echo "  make typecheck       - Type check with mypy"
	@echo "  make check           - Run all checks"
	@echo "  make benchmark		  - Run benchmark report generation"
	@echo "  make benchmark-update-readme - Update README from cached benchmark results"