diff --git a/.markdownlint.json b/.markdownlint.json
index 8281a56..d14fbdf 100644
--- a/.markdownlint.json
+++ b/.markdownlint.json
@@ -1,6 +1,7 @@
 {
   "MD007": false,
   "MD013": false,
+  "MD024": false,
   "MD033": false,
   "MD036": false,
   "MD041": false,
diff --git a/README.md b/README.md
index 751ba75..322ca59 100644
--- a/README.md
+++ b/README.md
@@ -153,7 +153,7 @@ workflow:
 
 ## Repository Structure
 
-```
+```text
 ngraph/             # Python package source
   dsl/              # Scenario parsing and blueprint expansion
   model/            # Network and flow domain models
diff --git a/dev/dev.md b/dev/dev.md
index 6979a49..046bc29 100644
--- a/dev/dev.md
+++ b/dev/dev.md
@@ -20,7 +20,7 @@ make docs-serve    # Serve docs locally
 
 ## Key Development Files
 
-```
+```text
 pyproject.toml              # Package config, dependencies, tool settings
 Makefile                    # Development commands
 .pre-commit-config.yaml     # Code quality hooks
@@ -29,7 +29,7 @@ dev/run-checks.sh           # Manual code quality checks
 
 ## Git Workflows
 
-```
+```text
 .github/workflows/
 ├── python-test.yml         # CI: tests, linting, type checking
 ├── docs.yml                # Auto-deploy documentation
diff --git a/docs/examples/clos-fabric.md b/docs/examples/clos-fabric.md
index 4c34035..3ff004a 100644
--- a/docs/examples/clos-fabric.md
+++ b/docs/examples/clos-fabric.md
@@ -206,7 +206,7 @@ print("Uneven WCMP:", wcmp)
 
 Example output:
 
-```
+```text
 Baseline ECMP: {('b1|b2', 'b1|b2'): 256.0}
 Baseline WCMP: {('b1|b2', 'b1|b2'): 256.0}
 Uneven ECMP: {('b1|b2', 'b1|b2'): 64.0}
diff --git a/docs/reference/api-full.md b/docs/reference/api-full.md
index 1ea9611..5e694fa 100644
--- a/docs/reference/api-full.md
+++ b/docs/reference/api-full.md
@@ -262,7 +262,7 @@ Typical usage example:
 - `workflow` (List[WorkflowStep])
 - `failure_policy_set` (FailurePolicySet) = FailurePolicySet(policies={})
 - `traffic_matrix_set` (TrafficMatrixSet) = TrafficMatrixSet(matrices={})
-- `results` (Results) = Results(_store={}, _metadata={}, _active_step=None, _scenario={})
+- `results` (Results) = Results(\_store={}, \_metadata={}, \_active_step=None, \_scenario={})
 - `components_library` (ComponentsLibrary) = ComponentsLibrary(components={})
 - `seed` (Optional[int])
 
diff --git a/docs/reference/design.md b/docs/reference/design.md
index 116f2ce..ac02316 100644
--- a/docs/reference/design.md
+++ b/docs/reference/design.md
@@ -546,7 +546,7 @@ These configurations enable realistic modeling of diverse forwarding behaviors:
 For traffic matrix placement, NetGraph provides `FlowPolicyPreset` values that bundle the routing semantics described above into convenient configurations. These presets map to real-world network behaviors:
 
 | Preset | Behavior | Use Case |
-|--------|----------|----------|
+| -------- | ---------- | ---------- |
 | `SHORTEST_PATHS_ECMP` | IP/IGP with hash-based ECMP | Traditional routers (OSPF/IS-IS), equal splits across equal-cost paths |
 | `SHORTEST_PATHS_WCMP` | IP/IGP with weighted ECMP | Routers with WCMP support, proportional splits based on link capacity |
 | `TE_WCMP_UNLIM` | MPLS-TE / SDN with WCMP | Capacity-aware TE with unlimited tunnels, iterative placement |
@@ -556,7 +556,7 @@ For traffic matrix placement, NetGraph provides `FlowPolicyPreset` values that b
 **Detailed Configuration Mapping (preset internals):**
 
 | Preset | `require_capacity` | `multi_edge` | `max_flow_count` | `flow_placement` |
-|--------|--------------------|--------------|------------------|------------------|
+| -------- | -------------------- | -------------- | ------------------ | ------------------ |
 | `SHORTEST_PATHS_ECMP` | `false` | `true` | `1` | `EQUAL_BALANCED` |
 | `SHORTEST_PATHS_WCMP` | `false` | `true` | `1` | `PROPORTIONAL` |
 | `TE_WCMP_UNLIM` | `true` | `true` | unlimited | `PROPORTIONAL` |
diff --git a/docs/reference/dsl.md b/docs/reference/dsl.md
index 5fa05b8..95ecb71 100644
--- a/docs/reference/dsl.md
+++ b/docs/reference/dsl.md
@@ -73,16 +73,16 @@ network:
   links:
     - source: SEA
       target: SFO
-       link_params:
-         capacity: 200
-         cost: 6846
-         risk_groups: ["RiskGroup1", "RiskGroup2"]
-         attrs:
-           distance_km: 1369.13
-           media_type: "fiber"
-           hardware:
-             source: {component: "800G-ZR+", count: 1}
-             target: {component: "1600G-2xDR4", count: 1}
+      link_params:
+        capacity: 200
+        cost: 6846
+        risk_groups: ["RiskGroup1", "RiskGroup2"]
+        attrs:
+          distance_km: 1369.13
+          media_type: "fiber"
+          hardware:
+            source: {component: "800G-ZR+", count: 1}
+            target: {component: "1600G-2xDR4", count: 1}
 ```
 
 Recognized keys for each link entry:
diff --git a/docs/reference/workflow.md b/docs/reference/workflow.md
index 5dbde48..eea8337 100644
--- a/docs/reference/workflow.md
+++ b/docs/reference/workflow.md
@@ -21,12 +21,12 @@ workflow:
   - step_type: MaximumSupportedDemand
     name: msd_baseline
     matrix_name: baseline_traffic_matrix
-- step_type: TrafficMatrixPlacement
-  name: tm_placement
-  matrix_name: baseline_traffic_matrix
-  failure_policy: random_failures
-  iterations: 1000
-  baseline: true
+  - step_type: TrafficMatrixPlacement
+    name: tm_placement
+    matrix_name: baseline_traffic_matrix
+    failure_policy: random_failures
+    iterations: 1000
+    baseline: true
 ```
 
 ## Execution Model
diff --git a/tests/integration/README.md b/tests/integration/README.md
index 1bc7f09..f4eb10f 100644
--- a/tests/integration/README.md
+++ b/tests/integration/README.md
@@ -314,7 +314,7 @@ The integration tests framework follows a **hybrid approach** for template usage
 ### Template Selection Guide
 
 | Test Type | Recommended Approach | Example |
-|-----------|---------------------|---------|
+| ----------- | --------------------- | --------- |
 | Basic Integration | YAML files + template variants | `test_scenario_1.py` |
 | Error Cases | Template builders | `ErrorInjectionTemplates.missing_nodes_builder()` |
 | Edge Cases | Template builders | `EdgeCaseTemplates.empty_network_builder()` |