diff --git a/.cargo-deny.toml b/.cargo-deny.toml
index f4542dd..4cb03f9 100644
--- a/.cargo-deny.toml
+++ b/.cargo-deny.toml
@@ -46,6 +46,11 @@ expression    = "MIT AND ISC"
 license-files = [{ hash = 0xbd0eed23, path = "LICENSE" }]
 name          = "ring"
 
+[[licenses.clarify]]
+expression    = "MIT"
+license-files = [{ hash = 0xcb90f5db, path = "LICENSE" }]
+name          = "jsonpath-rust"
+
 [sources]
 allow-git        = ["https://github.com/EspressoSystems/jellyfish.git"]
 unknown-git      = "deny"
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f1c365f..d933e10 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,7 +11,7 @@ repos:
       - id: clippy
         args: ["--all", "--all-targets", "--all-features", "--", "-D", "warnings"]
   - repo: https://github.com/EmbarkStudios/cargo-deny
-    rev: 0.18.2
+    rev: 0.18.9
     hooks:
       - id: cargo-deny
         args:
diff --git a/Cargo.toml b/Cargo.toml
index 7ccb54a..c29b430 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -16,7 +16,7 @@ resolver = "2"
 
 [workspace.package]
 categories  = []
-description = "Nomos testing framework workspace (split out from nomos-node)"
+description = "Logos testing framework workspace (split out from nomos-node)"
 edition     = "2024"
 keywords    = ["framework", "nomos", "testing"]
 license     = "MIT OR Apache-2.0"
@@ -40,7 +40,7 @@ testing-framework-runner-k8s     = { default-features = false, path = "testing-f
 testing-framework-runner-local   = { default-features = false, path = "testing-framework/deployers/local" }
 testing-framework-workflows      = { default-features = false, path = "testing-framework/workflows" }
 
-# Nomos git dependencies (pinned to latest master)
+# Logos git dependencies (pinned to latest master)
 broadcast-service = { default-features = false, git = "https://github.com/logos-co/nomos-node.git", rev = "1fce2dc3f482c16361316eb2a1b6ccd1206aa917" }
 cfgsync = { default-features = false, path = "testing-framework/tools/cfgsync" }
 chain-leader = { default-features = false, git = "https://github.com/logos-co/nomos-node.git", rev = "1fce2dc3f482c16361316eb2a1b6ccd1206aa917", features = [
diff --git a/README.md b/README.md
index 82cfe32..3f8534c 100644
--- a/README.md
+++ b/README.md
@@ -150,7 +150,7 @@ This project is part of the Logos blockchain implementation.
 
 - **Documentation**: https://logos-blockchain.github.io/logos-blockchain-testing/
 - **Logos Project**: https://github.com/logos-co
-- **Nomos Node**: https://github.com/logos-co/nomos-node
+- **Logos Node (repo: nomos-node)**: https://github.com/logos-co/nomos-node
 
 ## Support
 
diff --git a/book/README.md b/book/README.md
index 736450b..af21ddd 100644
--- a/book/README.md
+++ b/book/README.md
@@ -419,7 +419,7 @@ rg "github.com.*404" src/
 rg "(TODO|FIXME|XXX)" src/
 
 # Check for inconsistent terminology
-rg "(Nomos node|nomos blockchain)" src/  # Should be "Logos"
+rg "(Nomos node|nomos blockchain)" src/  # Should be "Logos node|Logos blockchain"
 ```
 
 ---
diff --git a/book/book.toml b/book/book.toml
index cc919e8..bb2fe50 100644
--- a/book/book.toml
+++ b/book/book.toml
@@ -1,5 +1,5 @@
 [book]
-authors  = ["Nomos Testing"]
+authors  = ["Logos Testing"]
 language = "en"
 src      = "src"
 title    = "Logos Blockchain Testing Framework Book"
diff --git a/book/src/SUMMARY.md b/book/src/SUMMARY.md
index 113c647..abdea2e 100644
--- a/book/src/SUMMARY.md
+++ b/book/src/SUMMARY.md
@@ -18,6 +18,7 @@
   - [Usage Patterns](usage-patterns.md)
   - [Examples](examples.md)
   - [Advanced & Artificial Examples](examples-advanced.md)
+  - [Cucumber/BDD Interface](cucumber-bdd.md)
   - [Running Scenarios](running-scenarios.md)
   - [Runners](runners.md)
   - [RunContext: BlockFeed & Node Control](node-control.md)
@@ -29,14 +30,14 @@
   - [Extending the Framework](extending.md)
   - [Example: New Workload & Expectation (Rust)](custom-workload-example.md)
   - [Internal Crate Reference](internal-crate-reference.md)
-- [Part V — Operations & Deployment](part-v.md)
+- [Part IV — Operations & Deployment](part-iv.md)
   - [Overview](operations-overview.md)
   - [Prerequisites & Setup](prerequisites.md)
   - [Running Examples](running-examples.md)
   - [CI Integration](ci-integration.md)
   - [Environment Variables](environment-variables.md)
   - [Logging & Observability](logging-observability.md)
-- [Part VI — Appendix](part-vi.md)
+- [Part V — Appendix](part-v.md)
   - [Builder API Quick Reference](dsl-cheat-sheet.md)
   - [Troubleshooting Scenarios](troubleshooting.md)
   - [FAQ](faq.md)
diff --git a/book/src/authoring-scenarios.md b/book/src/authoring-scenarios.md
index 363e552..5db7240 100644
--- a/book/src/authoring-scenarios.md
+++ b/book/src/authoring-scenarios.md
@@ -1,20 +1,389 @@
 # Authoring Scenarios
 
-Creating a scenario is a declarative exercise:
+Creating a scenario is a declarative exercise. This page walks you through the core authoring loop with concrete examples, explains the units and timing model, and shows how to structure scenarios in Rust test suites.
 
-1. **Shape the topology**: decide how many validators and executors to run, and
-   what high-level network and data-availability characteristics matter for the
-   test.
-2. **Attach workloads**: pick traffic generators that align with your goals
-   (transactions, data-availability blobs, or chaos for resilience probes).
-3. **Define expectations**: specify the health signals that must hold when the
-   run finishes (e.g., consensus liveness, inclusion of submitted activity; see
-   [Core Content: Workloads & Expectations](workloads.md)).
-4. **Set duration**: choose a run window long enough to observe meaningful
-   block progression and the effects of your workloads.
-5. **Choose a runner**: target local processes for fast iteration, Docker
-   Compose for reproducible multi-node stacks, or Kubernetes for cluster-grade
-   validation. For environment considerations, see [Operations Overview](operations-overview.md).
+---
 
-Keep scenarios small and explicit: make the intended behavior and the success
-criteria clear so failures are easy to interpret and act upon.
+## The Core Authoring Loop
+
+Every scenario follows the same pattern:
+
+```mermaid
+flowchart LR
+    A[1. Topology] --> B[2. Workloads]
+    B --> C[3. Expectations]
+    C --> D[4. Duration]
+    D --> E[5. Deploy & Run]
+```
+
+1. **Shape the topology** — How many nodes, what roles, what network shape
+2. **Attach workloads** — What traffic to generate (transactions, blobs, chaos)
+3. **Define expectations** — What success looks like (liveness, inclusion, recovery)
+4. **Set duration** — How long to run the experiment
+5. **Choose a runner** — Where to execute (local, compose, k8s)
+
+---
+
+## Hello Scenario: Your First Test
+
+Let's build a minimal consensus liveness test step-by-step.
+
+### Step 1: Shape the Topology
+
+```rust,ignore
+use testing_framework_core::scenario::ScenarioBuilder;
+use testing_framework_workflows::ScenarioBuilderExt;
+
+let scenario = ScenarioBuilder::topology_with(|t| {
+    t.network_star()      // Star network (one gateway + nodes)
+        .validators(3)     // 3 validator nodes
+        .executors(1)      // 1 executor node
+})
+```
+
+**What goes in topology?**
+- Node counts (validators, executors)
+- Network shape (`network_star()` is currently the only built-in layout)
+- Role split (validators vs. executors)
+
+**What does NOT go in topology?**
+- Traffic rates (that's workloads)
+- Success criteria (that's expectations)
+- Runtime configuration (that's duration/runner)
+
+### Step 2: Attach Workloads
+
+```rust,ignore
+.wallets(20) // Seed funded wallet accounts for transaction workloads
+.transactions_with(|tx| {
+    tx.rate(10)    // 10 transactions per block
+      .users(5)    // distributed across 5 wallets
+})
+```
+
+**What goes in workloads?**
+- Transaction traffic (rate, users)
+- DA traffic (channels, blobs)
+- Chaos injection (restarts, delays)
+
+**Units explained:**
+- `.rate(10)` = **10 transactions per block** (not per second!)
+- `.users(5)` = use 5 distinct wallet accounts
+- The framework adapts to block time automatically
+
+### Step 3: Define Expectations
+
+```rust,ignore
+.expect_consensus_liveness()
+```
+
+**What goes in expectations?**
+- Health checks that run after the scenario completes
+- Liveness (blocks produced)
+- Inclusion (workload activity landed on-chain)
+- Recovery (system survived chaos)
+
+**When do expectations run?**
+After the duration window ends, during the **evaluation phase** of the scenario lifecycle.
+
+### Step 4: Set Duration
+
+```rust,ignore
+use std::time::Duration;
+
+.with_run_duration(Duration::from_secs(60))
+```
+
+**How long is enough?**
+- Minimum: 2× the expected block time × number of blocks you want
+- For consensus liveness: 30-60 seconds
+- For transaction inclusion: 60-120 seconds
+- For chaos recovery: 2-5 minutes
+
+**What happens during this window?**
+- Nodes are running
+- Workloads generate traffic
+- Metrics/logs are collected
+- BlockFeed broadcasts observations in real-time
+
+### Step 5: Build and Deploy
+
+```rust,ignore
+.build();
+
+// Choose a runner
+use testing_framework_core::scenario::Deployer;
+use testing_framework_runner_local::LocalDeployer;
+
+let deployer = LocalDeployer::default();
+let runner = deployer.deploy(&scenario).await?;
+let _result = runner.run(&mut scenario).await?;
+```
+
+---
+
+## Complete "Hello Scenario"
+
+Putting it all together:
+
+```rust,ignore
+use std::time::Duration;
+
+use anyhow::Result;
+use testing_framework_core::scenario::{Deployer, ScenarioBuilder};
+use testing_framework_runner_local::LocalDeployer;
+use testing_framework_workflows::ScenarioBuilderExt;
+
+#[tokio::test]
+async fn hello_consensus_liveness() -> Result<()> {
+    let mut scenario = ScenarioBuilder::topology_with(|t| {
+        t.network_star()
+            .validators(3)
+            .executors(1)
+    })
+    .wallets(20)
+    .transactions_with(|tx| tx.rate(10).users(5))
+    .expect_consensus_liveness()
+    .with_run_duration(Duration::from_secs(60))
+    .build();
+
+    let deployer = LocalDeployer::default();
+    let runner = deployer.deploy(&scenario).await?;
+    runner.run(&mut scenario).await?;
+
+    Ok(())
+}
+```
+
+**Run it:**
+```bash
+POL_PROOF_DEV_MODE=true cargo test hello_consensus_liveness
+```
+
+---
+
+## Understanding Units & Timing
+
+### Transaction Rate: Per-Block, Not Per-Second
+
+**Wrong mental model:** `.rate(10)` = 10 tx/second
+
+**Correct mental model:** `.rate(10)` = 10 tx/block
+
+**Why?** The blockchain produces blocks at variable rates depending on consensus timing. The framework submits the configured rate **per block** to ensure predictable load regardless of block time.
+
+**Example:**
+- Block time = 2 seconds
+- `.rate(10)` → 10 tx/block → 5 tx/second average
+- Block time = 5 seconds
+- `.rate(10)` → 10 tx/block → 2 tx/second average
+
+### Duration: Wall-Clock Time
+
+`.with_run_duration(Duration::from_secs(60))` means the scenario runs for **60 seconds of real time**, not 60 blocks.
+
+**How many blocks will be produced?**
+Depends on consensus timing (slot time, active slot coefficient). Typical: 1-2 seconds per block.
+
+**Rule of thumb:**
+- 60 seconds → ~30-60 blocks
+- 120 seconds → ~60-120 blocks
+
+---
+
+## Structuring Scenarios in a Test Suite
+
+### Pattern 1: Integration Test Module
+
+```rust,ignore
+// tests/integration_test.rs
+use std::time::Duration;
+
+use anyhow::Result;
+use testing_framework_core::scenario::{Deployer, ScenarioBuilder};
+use testing_framework_runner_local::LocalDeployer;
+use testing_framework_workflows::ScenarioBuilderExt;
+
+#[tokio::test]
+async fn test_consensus_liveness() -> Result<()> {
+    let mut scenario = ScenarioBuilder::topology_with(|t| {
+        t.network_star().validators(3).executors(1)
+    })
+    .expect_consensus_liveness()
+    .with_run_duration(Duration::from_secs(30))
+    .build();
+
+    let deployer = LocalDeployer::default();
+    let runner = deployer.deploy(&scenario).await?;
+    runner.run(&mut scenario).await?;
+    Ok(())
+}
+
+#[tokio::test]
+async fn test_transaction_inclusion() -> Result<()> {
+    let mut scenario = ScenarioBuilder::topology_with(|t| {
+        t.network_star().validators(2).executors(1)
+    })
+    .wallets(10)
+    .transactions_with(|tx| tx.rate(5).users(5))
+    .expect_consensus_liveness()
+    .with_run_duration(Duration::from_secs(60))
+    .build();
+
+    let deployer = LocalDeployer::default();
+    let runner = deployer.deploy(&scenario).await?;
+    runner.run(&mut scenario).await?;
+    Ok(())
+}
+```
+
+### Pattern 2: Shared Scenario Builders
+
+Extract common topology patterns:
+
+```rust,ignore
+// tests/helpers.rs
+use testing_framework_core::scenario::ScenarioBuilder;
+use testing_framework_workflows::ScenarioBuilderExt;
+
+pub fn minimal_topology() -> ScenarioBuilder {
+    ScenarioBuilder::topology_with(|t| {
+        t.network_star().validators(2).executors(1)
+    })
+}
+
+pub fn production_like_topology() -> ScenarioBuilder {
+    ScenarioBuilder::topology_with(|t| {
+        t.network_star().validators(7).executors(3)
+    })
+}
+
+// tests/consensus_tests.rs
+use std::time::Duration;
+
+use helpers::*;
+
+#[tokio::test]
+async fn small_cluster_liveness() -> anyhow::Result<()> {
+    let mut scenario = minimal_topology()
+        .expect_consensus_liveness()
+        .with_run_duration(Duration::from_secs(30))
+        .build();
+    // ... deploy and run
+    Ok(())
+}
+
+#[tokio::test]
+async fn large_cluster_liveness() -> anyhow::Result<()> {
+    let mut scenario = production_like_topology()
+        .expect_consensus_liveness()
+        .with_run_duration(Duration::from_secs(60))
+        .build();
+    // ... deploy and run
+    Ok(())
+}
+```
+
+### Pattern 3: Parameterized Scenarios
+
+Test the same behavior across different scales:
+
+```rust,ignore
+use std::time::Duration;
+
+use anyhow::Result;
+use testing_framework_core::scenario::{Deployer, ScenarioBuilder};
+use testing_framework_runner_local::LocalDeployer;
+use testing_framework_workflows::ScenarioBuilderExt;
+
+async fn test_liveness_with_topology(validators: usize, executors: usize) -> Result<()> {
+    let mut scenario = ScenarioBuilder::topology_with(|t| {
+        t.network_star()
+            .validators(validators)
+            .executors(executors)
+    })
+    .expect_consensus_liveness()
+    .with_run_duration(Duration::from_secs(60))
+    .build();
+
+    let deployer = LocalDeployer::default();
+    let runner = deployer.deploy(&scenario).await?;
+    runner.run(&mut scenario).await?;
+    Ok(())
+}
+
+#[tokio::test]
+async fn liveness_small() -> Result<()> {
+    test_liveness_with_topology(2, 1).await
+}
+
+#[tokio::test]
+async fn liveness_medium() -> Result<()> {
+    test_liveness_with_topology(5, 2).await
+}
+
+#[tokio::test]
+async fn liveness_large() -> Result<()> {
+    test_liveness_with_topology(10, 3).await
+}
+```
+
+---
+
+## What Belongs Where?
+
+### Topology
+
+**Do include:**
+- Node counts (`.validators(3)`, `.executors(1)`)
+- Network shape (`.network_star()`)
+- Role split (validators vs. executors)
+
+**Don't include:**
+- Traffic rates (workload concern)
+- Expected outcomes (expectation concern)
+- Runtime behavior (runner/duration concern)
+
+### Workloads
+
+**Do include:**
+- Transaction traffic (`.transactions_with(|tx| ...)`)
+- DA traffic (`.da_with(|da| ...)`)
+- Chaos injection (`.with_workload(RandomRestartWorkload::new(...))`)
+- Rates, users, timing
+
+**Don't include:**
+- Node configuration (topology concern)
+- Success criteria (expectation concern)
+
+### Expectations
+
+**Do include:**
+- Health checks (`.expect_consensus_liveness()`)
+- Inclusion verification (built-in to workloads)
+- Custom assertions (`.with_expectation(MyExpectation::new())`)
+
+**Don't include:**
+- Traffic generation (workload concern)
+- Cluster shape (topology concern)
+
+---
+
+## Best Practices
+
+1. **Keep scenarios focused**: One scenario = one behavior under test
+2. **Start small**: 2-3 validators, 1 executor, 30-60 seconds
+3. **Use descriptive names**: `test_consensus_survives_validator_restart` not `test_1`
+4. **Extract common patterns**: Shared topology builders, helper functions
+5. **Document intent**: Add comments explaining what you're testing and why
+6. **Mind the units**: `.rate(N)` is per-block, `.with_run_duration()` is wall-clock
+7. **Set realistic durations**: Allow enough time for multiple blocks + workload effects
+
+---
+
+## Next Steps
+
+- **[Core Content: Workloads & Expectations](workloads.md)** — Comprehensive reference for built-in workloads and expectations
+- **[Examples](examples.md)** — More scenario patterns (DA, chaos, advanced topologies)
+- **[Running Scenarios](running-scenarios.md)** — How execution works, artifacts produced, per-runner details
+- **[API Levels](api-levels.md)** — When to use builder DSL vs. direct instantiation
diff --git a/book/src/best-practices.md b/book/src/best-practices.md
index 5564c3d..57dcd47 100644
--- a/book/src/best-practices.md
+++ b/book/src/best-practices.md
@@ -65,7 +65,7 @@ pub const LONG_RUN_DURATION: Duration = Duration::from_secs(300);
 - Use block statistics (`block_feed.stats().total_transactions()`) to verify inclusion
 
 **Collect metrics**
-- Set up Prometheus/Grafana via `scripts/observability/deploy.sh -t compose -a up` for visualizing node behavior
+- Set up Prometheus/Grafana via `scripts/setup/setup-observability.sh compose up` for visualizing node behavior
 - Use metrics to identify bottlenecks before adding more load
 - Monitor mempool size, block size, and consensus timing
 
diff --git a/book/src/cucumber-bdd.md b/book/src/cucumber-bdd.md
new file mode 100644
index 0000000..d084646
--- /dev/null
+++ b/book/src/cucumber-bdd.md
@@ -0,0 +1,85 @@
+# Cucumber/BDD Interface
+
+The Logos testing repo includes a small Cucumber (Gherkin) harness for “smoke” scenarios. It is useful when you want readable acceptance-style checks, but it intentionally exposes a limited surface area compared to Rust scenarios.
+
+---
+
+## What Exists Today
+
+- Step definitions live in `testing-framework/cucumber`.
+- The runnable entrypoints are binaries in `examples` (crate `runner-examples`):
+  - `cucumber_host` (local/host deployer)
+  - `cucumber_compose` (compose deployer)
+- Feature files live in `examples/cucumber/features/`.
+- Supported deployers: `local` and `compose` (no k8s runner integration in Cucumber yet).
+
+---
+
+## Example Feature (Matches Current Steps)
+
+This is the shape used by the repo’s smoke features:
+
+```gherkin
+Feature: Testing Framework - Local Runner
+
+  Scenario: Run a local smoke scenario (tx + DA + liveness)
+    Given deployer is "local"
+    And topology has 1 validators and 1 executors
+    And run duration is 60 seconds
+    And wallets total funds is 1000000000 split across 50 users
+    And transactions rate is 1 per block
+    And data availability channel rate is 1 per block and blob rate is 1 per block
+    And expect consensus liveness
+    When run scenario
+    Then scenario should succeed
+```
+
+---
+
+## Running The Smoke Features
+
+Local runner smoke:
+
+```bash
+POL_PROOF_DEV_MODE=true \
+cargo run -p runner-examples --bin cucumber_host
+```
+
+Compose runner smoke:
+
+```bash
+POL_PROOF_DEV_MODE=true \
+cargo run -p runner-examples --bin cucumber_compose
+```
+
+---
+
+## Available Steps (Current)
+
+Topology / runner selection:
+- `Given deployer is "local"|"compose"`
+- `Given topology has <validators> validators and <executors> executors`
+
+Run configuration:
+- `Given run duration is <seconds> seconds`
+- `Given wallets total funds is <funds> split across <users> users`
+
+Workloads:
+- `Given transactions rate is <rate> per block`
+- `Given transactions rate is <rate> per block using <users> users`
+- `Given data availability channel rate is <channel_rate> per block and blob rate is <blob_rate> per block`
+
+Expectations:
+- `Given expect consensus liveness`
+- `Given consensus liveness lag allowance is <blocks>`
+
+Execution + assertion:
+- `When run scenario`
+- `Then scenario should succeed`
+
+---
+
+## Notes
+
+- The Cucumber harness builds scenarios using the same core + workflow builder APIs as the Rust examples, so the same prerequisites apply (notably `POL_PROOF_DEV_MODE=true` for practical runs).
+- If you need more flexibility (custom workloads/expectations, richer checks, node control/chaos), write Rust scenarios instead: see [Examples](examples.md) and [Extending the Framework](extending.md).
diff --git a/book/src/glossary.md b/book/src/glossary.md
index 32a2649..39152d4 100644
--- a/book/src/glossary.md
+++ b/book/src/glossary.md
@@ -55,4 +55,4 @@
 
 ## External Resources
 
-- **[Nomos Project Documentation](https://nomos-tech.notion.site/project)** — Protocol specifications, node internals, and architecture details
+- **[Logos Project Documentation](https://nomos-tech.notion.site/project)** — Protocol specifications, node internals, and architecture details
diff --git a/book/src/introduction.md b/book/src/introduction.md
index e5b90ca..ae9c3c2 100644
--- a/book/src/introduction.md
+++ b/book/src/introduction.md
@@ -1,6 +1,6 @@
 # Introduction
 
-The Nomos Testing Framework is a purpose-built toolkit for exercising Logos in
+The Logos Testing Framework is a purpose-built toolkit for exercising Logos in
 realistic, multi-node environments. It solves the gap between small, isolated
 tests and full-system validation by letting teams describe a cluster layout,
 drive meaningful traffic, and assert the outcomes in one coherent plan.
@@ -43,4 +43,4 @@ runner.run(&mut scenario).await?;
 
 This pattern—topology, workloads, expectations, duration—repeats across all scenarios in this book.
 
-**Learn more:** For protocol-level documentation and node internals, see the [Nomos Project Documentation](https://nomos-tech.notion.site/project).
+**Learn more:** For protocol-level documentation and node internals, see the [Logos Project Documentation](https://nomos-tech.notion.site/project).
diff --git a/book/src/logging-observability.md b/book/src/logging-observability.md
index 016f2a0..88c2f0f 100644
--- a/book/src/logging-observability.md
+++ b/book/src/logging-observability.md
@@ -273,15 +273,21 @@ scripts/run/run-examples.sh -t 60 -v 3 -e 1 compose
 
 - Runners do **not** provision Grafana automatically (but `scripts/setup/setup-observability.sh` can)
 - If you set `NOMOS_GRAFANA_URL`, the deployer prints it in `TESTNET_ENDPOINTS`
-- Dashboards live in `testing-framework/assets/stack/monitoring/grafana/dashboards/` for import into your Grafana
+- Dashboards live in `testing-framework/assets/stack/monitoring/grafana/dashboards/` (the bundled stack auto-provisions them)
 
 **Example:**
 
 ```bash
+# Bring up the bundled Prometheus+Grafana stack (optional)
+scripts/setup/setup-observability.sh compose up
+eval $(scripts/setup/setup-observability.sh compose env)
+
 export NOMOS_GRAFANA_URL=http://localhost:3000
 POL_PROOF_DEV_MODE=true scripts/run/run-examples.sh -t 60 -v 3 -e 1 compose
 ```
 
+**Default bundled Grafana login:** `admin` / `admin` (see `scripts/observability/compose/docker-compose.yml`).
+
 ### Node APIs
 
 - Access from expectations: `ctx.node_clients().validator_clients().get(0)`
diff --git a/book/src/part-iv.md b/book/src/part-iv.md
new file mode 100644
index 0000000..2b61617
--- /dev/null
+++ b/book/src/part-iv.md
@@ -0,0 +1,44 @@
+# Part IV — Operations & Deployment
+
+This section covers operational aspects of running the testing framework: prerequisites, deployment configuration, continuous integration, and observability.
+
+## What You'll Learn
+
+- **Prerequisites & Setup**: Required files, binaries, circuit assets, and environment configuration
+- **Running Examples**: How to execute scenarios across host, compose, and k8s runners
+- **CI Integration**: Automating tests in continuous integration pipelines with caching and matrix testing
+- **Environment Variables**: Complete reference of all configuration variables
+- **Logging & Observability**: Log collection strategies, metrics integration, and debugging techniques
+
+## Who This Section Is For
+
+- **Operators** setting up the framework for the first time
+- **DevOps Engineers** integrating tests into CI/CD pipelines
+- **Developers** debugging test failures or performance issues
+- **Platform Engineers** deploying across different environments (local, Docker, Kubernetes)
+
+## Navigation
+
+This section is organized for progressive depth:
+
+1. Start with [Operations Overview](operations-overview.md) for the big picture
+2. Follow [Prerequisites & Setup](prerequisites.md) to prepare your environment
+3. Use [Running Examples](running-examples.md) to execute your first scenarios
+4. Integrate with [CI Integration](ci-integration.md) for automated testing
+5. Reference [Environment Variables](environment-variables.md) for complete configuration options
+6. Debug with [Logging & Observability](logging-observability.md) when issues arise
+
+## Key Principles
+
+**Operational Hygiene:** Assets present, prerequisites satisfied, observability reachable
+
+**Environment Fit:** Choose the right deployment target based on isolation, reproducibility, and resource needs
+
+**Clear Signals:** Verify runners report node readiness before starting workloads
+
+**Failure Triage:** Map failures to specific causes—missing prerequisites, platform issues, or unmet expectations
+
+---
+
+Ready to get started? Begin with [Operations Overview](operations-overview.md) →
+
diff --git a/book/src/part-v.md b/book/src/part-v.md
index 6f8b082..2ff5245 100644
--- a/book/src/part-v.md
+++ b/book/src/part-v.md
@@ -1,44 +1,28 @@
-# Part V — Operations & Deployment
+# Part V — Appendix
 
-This section covers operational aspects of running the testing framework: prerequisites, deployment configuration, continuous integration, and observability.
+Quick reference materials, troubleshooting guides, and supplementary information.
 
-## What You'll Learn
+## Contents
 
-- **Prerequisites & Setup**: Required files, binaries, circuit assets, and environment configuration
-- **Running Examples**: How to execute scenarios across host, compose, and k8s runners
-- **CI Integration**: Automating tests in continuous integration pipelines with caching and matrix testing
-- **Environment Variables**: Complete reference of all configuration variables
-- **Logging & Observability**: Log collection strategies, metrics integration, and debugging techniques
+- **Builder API Quick Reference**: Cheat sheet for DSL methods
+- **Troubleshooting Scenarios**: Common issues and their solutions, including "What Failure Looks Like" with realistic examples
+- **FAQ**: Frequently asked questions
+- **Glossary**: Terminology reference
 
-## Who This Section Is For
+## When to Use This Section
 
-- **Operators** setting up the framework for the first time
-- **DevOps Engineers** integrating tests into CI/CD pipelines
-- **Developers** debugging test failures or performance issues
-- **Platform Engineers** deploying across different environments (local, Docker, Kubernetes)
+- **Quick lookups**: Find DSL method signatures without reading full guides
+- **Debugging failures**: Match symptoms to known issues and fixes
+- **Clarifying concepts**: Look up unfamiliar terms in the glossary
+- **Common questions**: Check FAQ before asking for help
 
-## Navigation
-
-This section is organized for progressive depth:
-
-1. Start with [Operations Overview](operations-overview.md) for the big picture
-2. Follow [Prerequisites & Setup](prerequisites.md) to prepare your environment
-3. Use [Running Examples](running-examples.md) to execute your first scenarios
-4. Integrate with [CI Integration](ci-integration.md) for automated testing
-5. Reference [Environment Variables](environment-variables.md) for complete configuration options
-6. Debug with [Logging & Observability](logging-observability.md) when issues arise
-
-## Key Principles
-
-**Operational Hygiene:** Assets present, prerequisites satisfied, observability reachable
-
-**Environment Fit:** Choose the right deployment target based on isolation, reproducibility, and resource needs
-
-**Clear Signals:** Verify runners report node readiness before starting workloads
-
-**Failure Triage:** Map failures to specific causes—missing prerequisites, platform issues, or unmet expectations
+This section complements the main documentation with practical reference materials that you'll return to frequently during development and operations.
 
 ---
 
-Ready to get started? Begin with [Operations Overview](operations-overview.md) →
+Jump to:
+- [Builder API Quick Reference](dsl-cheat-sheet.md)
+- [Troubleshooting Scenarios](troubleshooting.md)
+- [FAQ](faq.md)
+- [Glossary](glossary.md)
 
diff --git a/book/src/part-vi.md b/book/src/part-vi.md
deleted file mode 100644
index 3e81d96..0000000
--- a/book/src/part-vi.md
+++ /dev/null
@@ -1,28 +0,0 @@
-# Part VI — Appendix
-
-Quick reference materials, troubleshooting guides, and supplementary information.
-
-## Contents
-
-- **Builder API Quick Reference**: Cheat sheet for DSL methods
-- **Troubleshooting Scenarios**: Common issues and their solutions, including "What Failure Looks Like" with realistic examples
-- **FAQ**: Frequently asked questions
-- **Glossary**: Terminology reference
-
-## When to Use This Section
-
-- **Quick lookups**: Find DSL method signatures without reading full guides
-- **Debugging failures**: Match symptoms to known issues and fixes
-- **Clarifying concepts**: Look up unfamiliar terms in the glossary
-- **Common questions**: Check FAQ before asking for help
-
-This section complements the main documentation with practical reference materials that you'll return to frequently during development and operations.
-
----
-
-Jump to:
-- [Builder API Quick Reference](dsl-cheat-sheet.md)
-- [Troubleshooting Scenarios](troubleshooting.md)
-- [FAQ](faq.md)
-- [Glossary](glossary.md)
-
diff --git a/book/src/project-context-primer.md b/book/src/project-context-primer.md
index 5db6c1e..ef5b3f3 100644
--- a/book/src/project-context-primer.md
+++ b/book/src/project-context-primer.md
@@ -1,8 +1,8 @@
-# Nomos Testing Framework
+# Logos Testing Framework
 
 **Declarative, multi-node blockchain testing for the Logos network**
 
-The Nomos Testing Framework enables you to test consensus, data availability, and transaction workloads across local processes, Docker Compose, and Kubernetes deployments—all with a unified scenario API.
+The Logos Testing Framework enables you to test consensus, data availability, and transaction workloads across local processes, Docker Compose, and Kubernetes deployments—all with a unified scenario API.
 
 [**Get Started**](quickstart.md)
 
@@ -131,9 +131,9 @@ Check the **[Developer Reference](part-iii.md)** to implement custom workloads,
 
 These roles interact tightly, which is why meaningful testing must be performed in multi-node environments that include real networking, timing, and DA interaction.
 
-The Nomos Testing Framework provides the infrastructure to orchestrate these multi-node scenarios reliably across development, CI, and production-like environments.
+The Logos Testing Framework provides the infrastructure to orchestrate these multi-node scenarios reliably across development, CI, and production-like environments.
 
-**Learn more about the protocol:** [Nomos Project Documentation](https://nomos-tech.notion.site/project)
+**Learn more about the protocol:** [Logos Project Documentation](https://nomos-tech.notion.site/project)
 
 ---
 
@@ -144,8 +144,8 @@ The Nomos Testing Framework provides the infrastructure to orchestrate these mul
 | **[Foundations](part-i.md)** | Architecture, philosophy, and design principles |
 | **[User Guide](part-ii.md)** | Writing and running scenarios, workloads, and expectations |
 | **[Developer Reference](part-iii.md)** | Extending the framework with custom components |
-| **[Operations & Deployment](part-v.md)** | Setup, CI integration, and environment configuration |
-| **[Appendix](part-vi.md)** | Quick reference, troubleshooting, FAQ, and glossary |
+| **[Operations & Deployment](part-iv.md)** | Setup, CI integration, and environment configuration |
+| **[Appendix](part-v.md)** | Quick reference, troubleshooting, FAQ, and glossary |
 
 ---
 
diff --git a/book/src/running-scenarios.md b/book/src/running-scenarios.md
index 9b144d1..87f948e 100644
--- a/book/src/running-scenarios.md
+++ b/book/src/running-scenarios.md
@@ -1,18 +1,118 @@
 # Running Scenarios
 
-Running a scenario follows the same conceptual flow regardless of environment:
+This page focuses on how scenarios are executed (deploy → run → evaluate → cleanup), what artifacts you get back, and how that differs across runners.
 
-1. Select or author a scenario plan that pairs a topology with workloads,
-   expectations, and a suitable run window.
-2. Choose a deployer aligned with your environment (local, compose, or k8s) and
-   ensure its prerequisites are available.
-3. Deploy the plan through the deployer, which provisions infrastructure and
-   returns a runner.
-4. The runner orchestrates workload execution for the planned duration; keep
-   observability signals visible so you can correlate outcomes.
-5. The runner evaluates expectations and captures results as the primary
-   pass/fail signal.
+For “just run something that works” commands, see [Running Examples](running-examples.md).
 
-Use the same plan across different deployers to compare behavior between local
-development and CI or cluster settings. For environment prerequisites and
-flags, see [Prerequisites & Setup](prerequisites.md) and [Environment Variables](environment-variables.md).
+---
+
+## Execution Flow (High Level)
+
+When you run a built scenario via a deployer, the run follows the same shape:
+
+```mermaid
+flowchart TD
+    Build[Scenario built] --> Deploy[Deploy]
+    Deploy --> Capture[Capture]
+    Capture --> Execute[Execute]
+    Execute --> Evaluate[Evaluate]
+    Evaluate --> Cleanup[Cleanup]
+```
+
+- **Deploy**: provision infrastructure and start nodes (processes/containers/pods)
+- **Capture**: establish clients/observability and capture initial state
+- **Execute**: run workloads for the configured wall-clock duration
+- **Evaluate**: run expectations (after the execution window ends)
+- **Cleanup**: stop resources and finalize artifacts
+
+---
+
+## The Core API
+
+```rust,ignore
+use std::time::Duration;
+
+use testing_framework_core::scenario::{Deployer as _, ScenarioBuilder};
+use testing_framework_runner_local::LocalDeployer;
+use testing_framework_workflows::ScenarioBuilderExt;
+
+async fn run_once() -> anyhow::Result<()> {
+    let mut scenario = ScenarioBuilder::topology_with(|t| t.network_star().validators(3).executors(1))
+        .wallets(20)
+        .transactions_with(|tx| tx.rate(1).users(5))
+        .expect_consensus_liveness()
+        .with_run_duration(Duration::from_secs(60))
+        .build()?;
+
+    let runner = LocalDeployer::default().deploy(&scenario).await?;
+    runner.run(&mut scenario).await?;
+
+    Ok(())
+}
+```
+
+Notes:
+- `with_run_duration(...)` is wall-clock time, not “number of blocks”.
+- `.transactions_with(...)` rates are per-block.
+- Most users should run scenarios via `scripts/run/run-examples.sh` unless they are embedding the framework in their own test crate.
+
+---
+
+## Runner Differences
+
+### Local (Host) Runner
+
+- **Best for**: fast iteration and debugging
+- **Logs/state**: stored under a temporary run directory unless you set `NOMOS_TESTS_KEEP_LOGS=1` and/or `NOMOS_LOG_DIR=...`
+- **Limitations**: no node-control capability (chaos workflows that require node control won’t work here)
+
+Run the built-in local examples:
+
+```bash
+POL_PROOF_DEV_MODE=true \
+scripts/run/run-examples.sh -t 60 -v 3 -e 1 host
+```
+
+### Compose Runner
+
+- **Best for**: reproducible multi-node environments and node control
+- **Logs**: primarily via `docker compose logs` (and any node-level log configuration you apply)
+- **Debugging**: set `COMPOSE_RUNNER_PRESERVE=1` to keep the environment up after a run
+
+Run the built-in compose examples:
+
+```bash
+POL_PROOF_DEV_MODE=true \
+scripts/run/run-examples.sh -t 60 -v 3 -e 1 compose
+```
+
+### K8s Runner
+
+- **Best for**: production-like behavior, cluster scheduling/networking
+- **Logs**: `kubectl logs ...`
+- **Debugging**: set `K8S_RUNNER_PRESERVE=1` and `K8S_RUNNER_NAMESPACE=...` to keep resources around
+
+Run the built-in k8s examples:
+
+```bash
+POL_PROOF_DEV_MODE=true \
+scripts/run/run-examples.sh -t 60 -v 3 -e 1 k8s
+```
+
+---
+
+## Artifacts & Where to Look
+
+- **Node logs**: configure via `NOMOS_LOG_DIR`, `NOMOS_LOG_LEVEL`, `NOMOS_LOG_FILTER` (see [Logging & Observability](logging-observability.md))
+- **Runner logs**: controlled by `RUST_LOG` (runner process only)
+- **Keep run directories**: set `NOMOS_TESTS_KEEP_LOGS=1`
+- **Compose environment preservation**: set `COMPOSE_RUNNER_PRESERVE=1`
+- **K8s environment preservation**: set `K8S_RUNNER_PRESERVE=1`
+
+---
+
+## See Also
+
+- [Scenario Lifecycle](scenario-lifecycle.md)
+- [Running Examples](running-examples.md)
+- [Troubleshooting Scenarios](troubleshooting.md)
diff --git a/book/src/troubleshooting.md b/book/src/troubleshooting.md
index c42a54e..db396cd 100644
--- a/book/src/troubleshooting.md
+++ b/book/src/troubleshooting.md
@@ -481,17 +481,17 @@ cargo run -p runner-examples --bin local_runner
 
 When a test fails, check these in order:
 
-1. ✅ **`POL_PROOF_DEV_MODE=true` is set** (REQUIRED for all runners)
-2. ✅ **`versions.env` exists at repo root**
-3. ✅ **KZG circuit assets present** (for DA workloads): `testing-framework/assets/stack/kzgrs_test_params/kzgrs_test_params`
-4. ✅ **Node binaries available** (`NOMOS_NODE_BIN` / `NOMOS_EXECUTOR_BIN` set, or using `run-examples.sh`)
-5. ✅ **Docker daemon running** (for compose/k8s)
-6. ✅ **Docker image built** (`logos-blockchain-testing:local` exists for compose/k8s)
-7. ✅ **No port conflicts** (`lsof -i :18080`, kill orphaned processes)
-8. ✅ **Sufficient wallets** (`.wallets(N)` ≥ `.users(M)`)
-9. ✅ **Enough resources** (Docker memory 8GB+, ulimit -n 4096)
-10. ✅ **Run duration appropriate** (long enough for consensus timing)
-11. ✅ **Logs persisted** (`NOMOS_LOG_DIR` + `NOMOS_TESTS_KEEP_LOGS=1` if needed)
+1. **`POL_PROOF_DEV_MODE=true` is set** (REQUIRED for all runners)
+2. **`versions.env` exists at repo root**
+3. **KZG circuit assets present** (for DA workloads): `testing-framework/assets/stack/kzgrs_test_params/kzgrs_test_params`
+4. **Node binaries available** (`NOMOS_NODE_BIN` / `NOMOS_EXECUTOR_BIN` set, or using `run-examples.sh`)
+5. **Docker daemon running** (for compose/k8s)
+6. **Docker image built** (`logos-blockchain-testing:local` exists for compose/k8s)
+7. **No port conflicts** (`lsof -i :18080`, kill orphaned processes)
+8. **Sufficient wallets** (`.wallets(N)` ≥ `.users(M)`)
+9. **Enough resources** (Docker memory 8GB+, ulimit -n 4096)
+10. **Run duration appropriate** (long enough for consensus timing)
+11. **Logs persisted** (`NOMOS_LOG_DIR` + `NOMOS_TESTS_KEEP_LOGS=1` if needed)
 
 **Still stuck?** Check node logs (see [Where to Find Logs](#where-to-find-logs)) for the actual error.
 
diff --git a/book/src/what-you-will-learn.md b/book/src/what-you-will-learn.md
index d5e97a8..23a5f63 100644
--- a/book/src/what-you-will-learn.md
+++ b/book/src/what-you-will-learn.md
@@ -56,7 +56,7 @@ without changing the plan.
 
 ## What This Book Does NOT Cover
 
-- **Nomos node internals** — This book focuses on testing infrastructure, not the blockchain protocol implementation. See the Nomos node repository for protocol documentation.
+- **Logos node internals** — This book focuses on testing infrastructure, not the blockchain protocol implementation. See the Logos node repository (`nomos-node`) for protocol documentation.
 - **Consensus algorithm theory** — We assume familiarity with basic blockchain concepts (validators, blocks, transactions, data availability).
 - **Rust language basics** — Examples use Rust, but we don't teach the language. See [The Rust Book](https://doc.rust-lang.org/book/) if you're new to Rust.
 - **Kubernetes administration** — We show how to use the K8s runner, but don't cover cluster setup, networking, or operations.
diff --git a/book/src/workloads.md b/book/src/workloads.md
index b552410..ddcd0f2 100644
--- a/book/src/workloads.md
+++ b/book/src/workloads.md
@@ -1,27 +1,10 @@
 # Core Content: Workloads & Expectations
 
-Workloads describe the activity a scenario generates; expectations describe the
-signals that must hold when that activity completes. Both are pluggable so
-scenarios stay readable and purpose-driven.
+Workloads describe the activity a scenario generates; expectations describe the signals that must hold when that activity completes. This page is the **canonical reference** for all built-in workloads and expectations, including configuration knobs, defaults, prerequisites, and debugging guidance.
 
-## Workloads
+---
 
-- **Transaction workload**: submits user-level transactions at a configurable
-  rate and can limit how many distinct actors participate.
-- **Data-availability workload**: drives blob and channel activity to exercise
-  data-availability paths.
-- **Chaos workload**: triggers controlled node restarts to test resilience and
-  recovery behaviors (requires a runner that can control nodes).
-
-## Expectations
-
-- **Consensus liveness**: verifies the system continues to produce blocks in
-  line with the planned workload and timing window.
-- **Workload-specific checks**: each workload can attach its own success
-  criteria (e.g., inclusion of submitted activity) so scenarios remain concise.
-
-Together, workloads and expectations let you express both the pressure applied
-to the system and the definition of "healthy" for that run.
+## Overview
 
 ```mermaid
 flowchart TD
@@ -31,8 +14,511 @@ flowchart TD
     Collect --> Eval[Expectations evaluate]
 ```
 
+**Key concepts:**
+- **Workloads** run during the **execution phase** (generate traffic)
+- **Expectations** run during the **evaluation phase** (check health signals)
+- Each workload can attach its own expectations automatically
+- Expectations can also be added explicitly
+
+---
+
+## Built-in Workloads
+
+### 1. Transaction Workload
+
+Submits user-level transactions at a configurable rate to exercise transaction processing and inclusion paths.
+
+**Import:**
+```rust,ignore
+use testing_framework_workflows::workloads::transaction::Workload;
+```
+
+#### Configuration
+
+| Parameter | Type | Default | Description |
+|-----------|------|---------|-------------|
+| `rate` | `u64` | **Required** | Transactions per block (not per second!) |
+| `users` | `Option<usize>` | All wallets | Number of distinct wallet accounts to use |
+
+#### DSL Usage
+
+```rust,ignore
+use testing_framework_workflows::ScenarioBuilderExt;
+
+ScenarioBuilder::topology_with(|t| t.network_star().validators(3).executors(1))
+    .wallets(20)  // Seed 20 wallet accounts
+    .transactions_with(|tx| {
+        tx.rate(10)   // 10 transactions per block
+          .users(5)   // Use only 5 of the 20 wallets
+    })
+    .with_run_duration(Duration::from_secs(60))
+    .build();
+```
+
+#### Direct Instantiation
+
+```rust,ignore
+use testing_framework_workflows::workloads::transaction;
+
+let tx_workload = transaction::Workload::with_rate(10)
+    .expect("transaction rate must be non-zero");
+
+ScenarioBuilder::topology_with(|t| t.network_star().validators(3).executors(1))
+    .wallets(20)
+    .with_workload(tx_workload)
+    .with_run_duration(Duration::from_secs(60))
+    .build();
+```
+
+#### Prerequisites
+
+1. **Wallet accounts must be seeded:**
+   ```rust,ignore
+   .wallets(N)  // Before .transactions_with()
+   ```
+   The workload will fail during `init()` if no wallets are configured.
+
+2. **Proof generation must be fast:**
+   ```bash
+   export POL_PROOF_DEV_MODE=true
+   ```
+   Without this, proof generation takes ~30-60 seconds per transaction, causing timeouts.
+
+3. **Circuit artifacts must be available:**
+   - Automatically staged by `scripts/run/run-examples.sh`
+   - Or manually via `scripts/setup/setup-circuits-stack.sh` (recommended) / `scripts/setup/setup-nomos-circuits.sh`
+
+#### Attached Expectation
+
+**TxInclusionExpectation** — Verifies that submitted transactions were included in blocks.
+
+**What it checks:**
+- At least `N` transactions were included on-chain (where N = rate × user count × expected block count)
+- Uses BlockFeed to count transactions across all observed blocks
+
+**Failure modes:**
+- "Expected >= X transactions, observed Y" (Y < X)
+- Common causes: proof generation timeouts, node crashes, insufficient duration
+
+#### What Failure Looks Like
+
+```text
+Error: Expectation failed: TxInclusionExpectation
+  Expected: >= 600 transactions (10 tx/block × 60 blocks)
+  Observed: 127 transactions
+  
+  Possible causes:
+  - POL_PROOF_DEV_MODE not set (proof generation too slow)
+  - Duration too short (nodes still syncing)
+  - Node crashes (check logs for panics/OOM)
+  - Wallet accounts not seeded (check topology config)
+```
+
+**How to debug:**
+1. Check logs for proof generation timing:
+   ```bash
+   grep "proof generation" $NOMOS_LOG_DIR/executor-0/*.log
+   ```
+2. Verify `POL_PROOF_DEV_MODE=true` was set
+3. Increase duration: `.with_run_duration(Duration::from_secs(120))`
+4. Reduce rate: `.rate(5)` instead of `.rate(10)`
+
+---
+
+### 2. Data Availability (DA) Workload
+
+Drives blob and channel activity to exercise data availability paths and storage.
+
+**Import:**
+```rust,ignore
+use testing_framework_workflows::workloads::da::Workload;
+```
+
+#### Configuration
+
+| Parameter | Type | Default | Description |
+|-----------|------|---------|-------------|
+| `blob_rate_per_block` | `NonZeroU64` | **Required** | Blobs to publish per block |
+| `channel_rate_per_block` | `NonZeroU64` | **Required** | Channels to create per block |
+| `headroom_percent` | `u64` | `20` | Extra capacity for channel planning (avoids saturation) |
+
+#### DSL Usage
+
+```rust,ignore
+use testing_framework_workflows::ScenarioBuilderExt;
+
+ScenarioBuilder::topology_with(|t| t.network_star().validators(3).executors(2))
+    .da_with(|da| {
+        da.channel_rate(2)  // 2 channels per block
+          .blob_rate(4)     // 4 blobs per block
+    })
+    .with_run_duration(Duration::from_secs(120))
+    .build();
+```
+
+#### Direct Instantiation
+
+```rust,ignore
+use std::num::NonZeroU64;
+use testing_framework_workflows::workloads::da;
+
+let da_workload = da::Workload::with_rate(
+    NonZeroU64::new(4).unwrap(),   // blob_rate_per_block
+    NonZeroU64::new(2).unwrap(),   // channel_rate_per_block
+    20,                            // headroom_percent
+);
+
+ScenarioBuilder::topology_with(|t| t.network_star().validators(3).executors(2))
+    .with_workload(da_workload)
+    .with_run_duration(Duration::from_secs(120))
+    .build();
+```
+
+#### Prerequisites
+
+1. **Executors must be present:**
+   ```rust,ignore
+   .executors(N)  // At least 1 executor
+   ```
+   DA workload requires executor nodes to handle blob publishing.
+
+2. **Sufficient duration:**
+   Channel creation and blob publishing are slower than transaction submission. Allow 120+ seconds.
+
+3. **Circuit artifacts:**
+   Same as transaction workload (POL_PROOF_DEV_MODE, circuits staged).
+
+#### Attached Expectation
+
+**DaWorkloadExpectation** — Verifies blobs and channels were created and published.
+
+**What it checks:**
+- At least `N` channels were created (where N = channel_rate × expected blocks)
+- At least `M` blobs were published (where M = blob_rate × expected blocks × headroom)
+- Uses BlockFeed and executor API to verify
+
+**Failure modes:**
+- "Expected >= X channels, observed Y" (Y < X)
+- "Expected >= X blobs, observed Y" (Y < X)
+- Common causes: executor crashes, insufficient duration, DA saturation
+
+#### What Failure Looks Like
+
+```text
+Error: Expectation failed: DaWorkloadExpectation
+  Expected: >= 60 channels (2 channels/block × 30 blocks)
+  Observed: 23 channels
+  
+  Possible causes:
+  - Executors crashed or restarted (check executor logs)
+  - Duration too short (channels still being created)
+  - Blob publishing failed (check executor API errors)
+  - Network issues (check validator/executor connectivity)
+```
+
+**How to debug:**
+1. Check executor logs:
+   ```bash
+   grep "channel\|blob" $NOMOS_LOG_DIR/executor-0/*.log
+   ```
+2. Verify executors stayed running:
+   ```bash
+   grep "panic\|killed" $NOMOS_LOG_DIR/executor-*/*.log
+   ```
+3. Increase duration: `.with_run_duration(Duration::from_secs(180))`
+4. Reduce rates: `.channel_rate(1).blob_rate(2)`
+
+---
+
+### 3. Chaos Workload (Random Restart)
+
+Triggers controlled node restarts to test resilience and recovery behaviors.
+
+**Import:**
+```rust,ignore
+use testing_framework_workflows::workloads::chaos::RandomRestartWorkload;
+```
+
+#### Configuration
+
+| Parameter | Type | Default | Description |
+|-----------|------|---------|-------------|
+| `min_delay` | `Duration` | **Required** | Minimum time between restart attempts |
+| `max_delay` | `Duration` | **Required** | Maximum time between restart attempts |
+| `target_cooldown` | `Duration` | **Required** | Minimum time before restarting same node again |
+| `include_validators` | `bool` | **Required** | Whether to restart validators |
+| `include_executors` | `bool` | **Required** | Whether to restart executors |
+
+#### Usage
+
+```rust,ignore
+use std::time::Duration;
+
+use testing_framework_core::scenario::ScenarioBuilder;
+use testing_framework_workflows::{ScenarioBuilderExt, workloads::chaos::RandomRestartWorkload};
+
+let scenario = ScenarioBuilder::topology_with(|t| {
+    t.network_star().validators(3).executors(2)
+})
+.enable_node_control()  // REQUIRED for chaos
+.with_workload(RandomRestartWorkload::new(
+    Duration::from_secs(45),   // min_delay
+    Duration::from_secs(75),   // max_delay
+    Duration::from_secs(120),  // target_cooldown
+    true,                      // include_validators
+    true,                      // include_executors
+))
+.expect_consensus_liveness()
+.with_run_duration(Duration::from_secs(180))
+.build();
+```
+
+#### Prerequisites
+
+1. **Node control must be enabled:**
+   ```rust,ignore
+   .enable_node_control()
+   ```
+   This adds `NodeControlCapability` to the scenario.
+
+2. **Runner must support node control:**
+   - **Compose runner:** Supported
+   - **Local runner:** Not supported
+   - **K8s runner:** Not yet implemented
+
+3. **Sufficient topology:**
+   - For validators: Need >1 validator (workload skips if only 1)
+   - For executors: Can restart all executors
+
+4. **Realistic timing:**
+   - Total duration should be 2-3× the max_delay + cooldown
+   - Example: max_delay=75s, cooldown=120s → duration >= 180s
+
+#### Attached Expectation
+
+None. You must explicitly add expectations (typically `.expect_consensus_liveness()`).
+
+**Why?** Chaos workloads are about testing recovery under disruption. The appropriate expectation depends on what you're testing:
+- Consensus survives restarts → `.expect_consensus_liveness()`
+- Height converges after chaos → Custom expectation checking BlockFeed
+
+#### What Failure Looks Like
+
+```text
+Error: Workload failed: chaos_restart
+  Cause: NodeControlHandle not available
+  
+  Possible causes:
+  - Forgot .enable_node_control() in scenario builder
+  - Using local runner (doesn't support node control)
+  - Using k8s runner (doesn't support node control)
+```
+
+**Or:**
+
+```text
+Error: Expectation failed: ConsensusLiveness
+  Expected: >= 20 blocks
+  Observed: 8 blocks
+  
+  Possible causes:
+  - Restart frequency too high (nodes can't recover)
+  - Consensus timing too slow (increase duration)
+  - Too many validators restarted simultaneously
+  - Nodes crashed after restart (check logs)
+```
+
+**How to debug:**
+1. Check restart events in logs:
+   ```bash
+   grep "restarting\|restart complete" $NOMOS_LOG_DIR/*/*.log
+   ```
+2. Verify node control is enabled:
+   ```bash
+   grep "NodeControlHandle" $NOMOS_LOG_DIR/*/*.log
+   ```
+3. Increase cooldown: `Duration::from_secs(180)`
+4. Reduce restart scope: `include_validators = false` (test executors only)
+5. Increase duration: `.with_run_duration(Duration::from_secs(300))`
+
+---
+
+## Built-in Expectations
+
+### 1. Consensus Liveness
+
+Verifies the system continues to produce blocks during the execution window.
+
+**Import:**
+```rust,ignore
+use testing_framework_workflows::ScenarioBuilderExt;
+```
+
+#### DSL Usage
+
+```rust,ignore
+ScenarioBuilder::topology_with(|t| t.network_star().validators(3).executors(1))
+    .expect_consensus_liveness()
+    .with_run_duration(Duration::from_secs(60))
+    .build();
+```
+
+#### What It Checks
+
+- At least `N` blocks were produced (where N = duration / expected_block_time)
+- Uses BlockFeed to count observed blocks
+- Compares against a minimum threshold (typically 50% of theoretical max)
+
+#### Failure Modes
+
+```text
+Error: Expectation failed: ConsensusLiveness
+  Expected: >= 30 blocks
+  Observed: 3 blocks
+  
+  Possible causes:
+  - Nodes crashed or never started (check logs)
+  - Consensus timing misconfigured (CONSENSUS_SLOT_TIME too high)
+  - Insufficient validators (need >= 2 for BFT consensus)
+  - Duration too short (nodes still syncing)
+```
+
+#### How to Debug
+
+1. Check if nodes started:
+   ```bash
+   grep "node started\|listening on" $NOMOS_LOG_DIR/*/*.log
+   ```
+2. Check block production:
+   ```bash
+   grep "block.*height" $NOMOS_LOG_DIR/validator-*/*.log
+   ```
+3. Check consensus participation:
+   ```bash
+   grep "consensus.*slot\|proposal" $NOMOS_LOG_DIR/validator-*/*.log
+   ```
+4. Increase duration: `.with_run_duration(Duration::from_secs(120))`
+5. Check env vars: `echo $CONSENSUS_SLOT_TIME $CONSENSUS_ACTIVE_SLOT_COEFF`
+
+---
+
+### 2. Workload-Specific Expectations
+
+Each workload automatically attaches its own expectation:
+
+| Workload | Expectation | What It Checks |
+|----------|-------------|----------------|
+| Transaction | `TxInclusionExpectation` | Transactions were included in blocks |
+| DA | `DaWorkloadExpectation` | Blobs and channels were created/published |
+| Chaos | (None) | Add `.expect_consensus_liveness()` explicitly |
+
+These expectations are added automatically when using the DSL (`.transactions_with()`, `.da_with()`).
+
+---
+
+## Configuration Quick Reference
+
+### Transaction Workload
+
+```rust,ignore
+.wallets(20)
+.transactions_with(|tx| tx.rate(10).users(5))
+```
+
+| What | Value | Unit |
+|------|-------|------|
+| Rate | 10 | tx/block |
+| Users | 5 | wallet accounts |
+| Wallets | 20 | total seeded |
+
+### DA Workload
+
+```rust,ignore
+.da_with(|da| da.channel_rate(2).blob_rate(4))
+```
+
+| What | Value | Unit |
+|------|-------|------|
+| Channel rate | 2 | channels/block |
+| Blob rate | 4 | blobs/block |
+| Headroom | 20 | percent |
+
+### Chaos Workload
+
+```rust,ignore
+.enable_node_control()
+.with_workload(RandomRestartWorkload::new(
+    Duration::from_secs(45),   // min
+    Duration::from_secs(75),   // max
+    Duration::from_secs(120),  // cooldown
+    true,  // validators
+    true,  // executors
+))
+```
+
+---
+
+## Common Patterns
+
+### Pattern 1: Multiple Workloads
+
+```rust,ignore
+ScenarioBuilder::topology_with(|t| t.network_star().validators(3).executors(2))
+    .wallets(20)
+    .transactions_with(|tx| tx.rate(5).users(10))
+    .da_with(|da| da.channel_rate(2).blob_rate(2))
+    .expect_consensus_liveness()
+    .with_run_duration(Duration::from_secs(120))
+    .build();
+```
+
+All workloads run concurrently. Expectations for each workload run after the execution window ends.
+
+### Pattern 2: Custom Expectation
+
+```rust,ignore
+use testing_framework_core::scenario::Expectation;
+
+struct MyCustomExpectation;
+
+#[async_trait]
+impl Expectation for MyCustomExpectation {
+    async fn evaluate(&self, ctx: &RunContext) -> Result<(), DynError> {
+        // Access BlockFeed, metrics, topology, etc.
+        let block_count = ctx.block_feed()?.count();
+        if block_count < 10 {
+            return Err("Not enough blocks".into());
+        }
+        Ok(())
+    }
+}
+
+ScenarioBuilder::topology_with(|t| t.network_star().validators(3).executors(1))
+    .with_expectation(MyCustomExpectation)
+    .with_run_duration(Duration::from_secs(60))
+    .build();
+```
+
+---
+
+## Debugging Checklist
+
+When a workload or expectation fails:
+
+1. Check logs: `$NOMOS_LOG_DIR/*/` or `docker compose logs` or `kubectl logs`
+2. Verify environment variables: `POL_PROOF_DEV_MODE`, `NOMOS_NODE_BIN`, etc.
+3. Check prerequisites: wallets, executors, node control, circuits
+4. Increase duration: Double the run duration and retry
+5. Reduce rates: Half the traffic rates and retry
+6. Check metrics: Prometheus queries for block height, tx count, DA stats
+7. Reproduce locally: Use local runner for faster iteration
+
+---
+
 ## See Also
 
-- **[RunContext: BlockFeed & Node Control](node-control.md)** — Learn how to use BlockFeed in expectations to observe blocks in real-time, and how to access node control for chaos testing
+- **[Authoring Scenarios](authoring-scenarios.md)** — Step-by-step tutorial for building scenarios
+- **[RunContext: BlockFeed & Node Control](node-control.md)** — Learn how to use BlockFeed in expectations and access node control
 - **[Examples](examples.md)** — Concrete scenario patterns combining workloads and expectations
 - **[Extending the Framework](extending.md)** — Implement custom workloads and expectations
+- **[Troubleshooting](troubleshooting.md)** — Common failure scenarios and fixes
diff --git a/docs/_config.yml b/docs/_config.yml
index efa17fd..cacc7d2 100644
--- a/docs/_config.yml
+++ b/docs/_config.yml
@@ -1,3 +1,3 @@
-title: Nomos Testing Docs
+title: Logos Testing Docs
 description: Redirect to mdBook documentation
 theme: jekyll-theme-primer
diff --git a/examples/src/bin/cucumber_compose.rs b/examples/src/bin/cucumber_compose.rs
index 6defa41..fdf079a 100644
--- a/examples/src/bin/cucumber_compose.rs
+++ b/examples/src/bin/cucumber_compose.rs
@@ -1,13 +1,14 @@
-use runner_examples::{
-    cucumber::run,
-    defaults::{Mode, init_logging_defaults, init_node_log_dir_defaults, init_tracing},
+use cucumber::World;
+use cucumber_ext::TestingFrameworkWorld;
+use runner_examples::defaults::{
+    Mode, init_logging_defaults, init_node_log_dir_defaults, init_tracing,
 };
 
-#[tokio::main(flavor = "current_thread")]
+#[tokio::main]
 async fn main() {
     init_logging_defaults();
     init_node_log_dir_defaults(Mode::Compose);
     init_tracing();
 
-    run(Mode::Compose).await;
+    TestingFrameworkWorld::run("examples/cucumber/features/compose_smoke.feature").await;
 }
diff --git a/examples/src/bin/cucumber_host.rs b/examples/src/bin/cucumber_host.rs
index fb5670d..074dc7e 100644
--- a/examples/src/bin/cucumber_host.rs
+++ b/examples/src/bin/cucumber_host.rs
@@ -1,13 +1,14 @@
-use runner_examples::{
-    cucumber::run,
-    defaults::{Mode, init_logging_defaults, init_node_log_dir_defaults, init_tracing},
+use cucumber::World;
+use cucumber_ext::TestingFrameworkWorld;
+use runner_examples::defaults::{
+    Mode, init_logging_defaults, init_node_log_dir_defaults, init_tracing,
 };
 
-#[tokio::main(flavor = "current_thread")]
+#[tokio::main]
 async fn main() {
     init_logging_defaults();
     init_node_log_dir_defaults(Mode::Host);
     init_tracing();
 
-    run(Mode::Host).await;
+    TestingFrameworkWorld::run("examples/cucumber/features/local_smoke.feature").await;
 }
diff --git a/scripts/build/build_test_image.sh b/scripts/build/build_test_image.sh
index aea541c..9619a40 100755
--- a/scripts/build/build_test_image.sh
+++ b/scripts/build/build_test_image.sh
@@ -126,7 +126,7 @@ build_test_image::print_config() {
   echo "Dockerfile: ${DOCKERFILE_PATH}"
   echo "Base image tag: ${BASE_IMAGE_TAG}"
   echo "Base Dockerfile: ${BASE_DOCKERFILE_PATH}"
-  echo "Nomos node rev: ${NOMOS_NODE_REV}"
+  echo "Logos node rev: ${NOMOS_NODE_REV}"
   echo "Circuits override: ${CIRCUITS_OVERRIDE:-<none>}"
   echo "Circuits version (download fallback): ${VERSION}"
   echo "Circuits platform: ${CIRCUITS_PLATFORM}"
diff --git a/scripts/setup/setup-observability.sh b/scripts/setup/setup-observability.sh
index 99f8ca0..a8f9d03 100755
--- a/scripts/setup/setup-observability.sh
+++ b/scripts/setup/setup-observability.sh
@@ -21,7 +21,7 @@ Compose:
 
 Kubernetes:
   - Installs prometheus-community/kube-prometheus-stack into namespace
-    "nomos-observability" and optionally loads Nomos Grafana dashboards.
+    "logos-observability" and optionally loads Logos Grafana dashboards.
   - Prints port-forward commands + NOMOS_METRICS_* / NOMOS_GRAFANA_URL exports.
 USAGE
 }
@@ -49,8 +49,8 @@ export NOMOS_GRAFANA_URL=http://localhost:3000
 EOF
 }
 
-k8s_namespace() { echo "nomos-observability"; }
-k8s_release() { echo "nomos-observability"; }
+k8s_namespace() { echo "${LOGOS_OBSERVABILITY_NAMESPACE:-${NOMOS_OBSERVABILITY_NAMESPACE:-logos-observability}}"; }
+k8s_release() { echo "${LOGOS_OBSERVABILITY_RELEASE:-${NOMOS_OBSERVABILITY_RELEASE:-logos-observability}}"; }
 k8s_values() { echo "${ROOT}/scripts/observability/k8s/kube-prometheus-stack.values.yaml"; }
 
 k8s_install() {
@@ -103,7 +103,7 @@ k8s_apply_dashboards() {
   local file base name
   for file in "${dash_dir}"/*.json; do
     base="$(basename "${file}" .json)"
-    name="nomos-dashboard-${base//[^a-zA-Z0-9-]/-}"
+    name="logos-dashboard-${base//[^a-zA-Z0-9-]/-}"
     kubectl -n "${ns}" create configmap "${name}" \
       --from-file="$(basename "${file}")=${file}" \
       --dry-run=client -o yaml | kubectl apply -f -
diff --git a/testing-framework/assets/stack/Dockerfile.base b/testing-framework/assets/stack/Dockerfile.base
index ac1d306..ad2e179 100644
--- a/testing-framework/assets/stack/Dockerfile.base
+++ b/testing-framework/assets/stack/Dockerfile.base
@@ -20,7 +20,7 @@ ARG CIRCUITS_PLATFORM
 
 LABEL maintainer="augustinas@status.im" \
     source="https://github.com/logos-co/nomos-node" \
-    description="Nomos testnet build image"
+    description="Logos testnet build image"
 
 WORKDIR /workspace
 COPY . .
@@ -61,7 +61,7 @@ FROM ubuntu:24.04 AS base
 
 LABEL maintainer="augustinas@status.im" \
     source="https://github.com/logos-co/nomos-node" \
-    description="Nomos base runtime image (testing)"
+    description="Logos base runtime image (testing)"
 
 RUN apt-get update && apt-get install -yq \
     libstdc++6 \
diff --git a/testing-framework/assets/stack/Dockerfile.runtime b/testing-framework/assets/stack/Dockerfile.runtime
index aa050fa..1599f22 100644
--- a/testing-framework/assets/stack/Dockerfile.runtime
+++ b/testing-framework/assets/stack/Dockerfile.runtime
@@ -4,6 +4,6 @@ ARG BASE_IMAGE=logos-blockchain-testing:base
 
 FROM ${BASE_IMAGE}
 
-LABEL description="Nomos runtime image for compose/k8s testing"
+LABEL description="Logos runtime image for compose/k8s testing"
 
 ENTRYPOINT ["/usr/bin/nomos-node"]
diff --git a/testing-framework/assets/stack/Dockerfile.testnet b/testing-framework/assets/stack/Dockerfile.testnet
index 07cae93..ef5f46e 100644
--- a/testing-framework/assets/stack/Dockerfile.testnet
+++ b/testing-framework/assets/stack/Dockerfile.testnet
@@ -4,6 +4,6 @@ ARG BASE_IMAGE=logos-blockchain-testing:base
 
 FROM ${BASE_IMAGE}
 
-LABEL description="Nomos testnet image (publishable)"
+LABEL description="Logos testnet image (publishable)"
 
 ENTRYPOINT ["/usr/bin/nomos-node"]
diff --git a/testing-framework/assets/stack/monitoring/grafana/dashboards/overview-dashboard.json b/testing-framework/assets/stack/monitoring/grafana/dashboards/overview-dashboard.json
index c591d69..a3a26fe 100644
--- a/testing-framework/assets/stack/monitoring/grafana/dashboards/overview-dashboard.json
+++ b/testing-framework/assets/stack/monitoring/grafana/dashboards/overview-dashboard.json
@@ -1019,7 +1019,7 @@
   },
   "timepicker": {},
   "timezone": "",
-  "title": "Nomos Overview Dashboard",
+  "title": "Logos Overview Dashboard",
   "uid": "overview-dashboard",
   "version": 1,
   "weekStart": ""
diff --git a/testing-framework/cucumber/src/world.rs b/testing-framework/cucumber/src/world.rs
index f4ffaae..b8ee0d6 100644
--- a/testing-framework/cucumber/src/world.rs
+++ b/testing-framework/cucumber/src/world.rs
@@ -243,7 +243,7 @@ impl TestingFrameworkWorld {
 
             if !(node_ok && exec_ok) {
                 return Err(StepError::Preflight {
-                    message: "Missing Nomos host binaries. Set NOMOS_NODE_BIN and NOMOS_EXECUTOR_BIN, or run `scripts/run/run-examples.sh host` to restore them into `testing-framework/assets/stack/bin`.".to_owned(),
+                    message: "Missing Logos host binaries. Set NOMOS_NODE_BIN and NOMOS_EXECUTOR_BIN, or run `scripts/run/run-examples.sh host` to restore them into `testing-framework/assets/stack/bin`.".to_owned(),
                 });
             }
         }
diff --git a/testing-framework/deployers/compose/src/deployer/mod.rs b/testing-framework/deployers/compose/src/deployer/mod.rs
index 22c6acb..27dff56 100644
--- a/testing-framework/deployers/compose/src/deployer/mod.rs
+++ b/testing-framework/deployers/compose/src/deployer/mod.rs
@@ -12,7 +12,7 @@ use testing_framework_core::scenario::{
 
 use crate::{errors::ComposeRunnerError, lifecycle::cleanup::RunnerCleanup};
 
-/// Docker Compose-based deployer for Nomos test scenarios.
+/// Docker Compose-based deployer for Logos test scenarios.
 #[derive(Clone, Copy)]
 pub struct ComposeDeployer {
     readiness_checks: bool,
diff --git a/testing-framework/deployers/k8s/helm/nomos-runner/Chart.yaml b/testing-framework/deployers/k8s/helm/nomos-runner/Chart.yaml
index 1785e7e..4174927 100644
--- a/testing-framework/deployers/k8s/helm/nomos-runner/Chart.yaml
+++ b/testing-framework/deployers/k8s/helm/nomos-runner/Chart.yaml
@@ -1,6 +1,6 @@
 apiVersion: v2
 name: nomos-runner
-description: Helm chart for Nomos integration test runner assets
+description: Helm chart for Logos integration test runner assets
 type: application
 version: 0.1.0
 appVersion: "0.1.0"