diff --git a/README.md b/README.md
new file mode 100644
index 0000000..20458db
--- /dev/null
+++ b/README.md
@@ -0,0 +1,26 @@
+# Crawler v2
+
+This repo is a rewrite of the original and discontinued [crawler](https://github.com/vertex-lab/crawler), under active developement.
+
+## Goals
+
+The goals of this project are:
+
+- Continuously crawl the Nostr network (24/7/365), searching for follow lists (`kind:3`) and other relevant events.
+
+- Quickly assess whether new events should be added to the database based on the author's rank. Approved events are used to build a custom Redis-backed graph database.
+
+- Generate and maintain random walks for nodes in the graph, updating them as the graph topology evolves.
+
+- Use these random walks to efficiently compute acyclic Monte Carlo Pageranks (personalized and global). Algorithms are inspired by [this paper](snap.stanford.edu/class/cs224w-readings/bahmani10pagerank.pdf)
+
+## Apps
+
+`/cmd/crawler/`
+
+The main entry point, which assumes that the event store and Redis are syncronized. In case they are empty, the graph will be initialized using the `INIT_PUBKEYS` specified in the enviroment.
+
+`/cmd/sync/`
+
+This mode builds the Redis graph database from the event store. In other words, it syncronizes Redis to reflect the events in the event store, starting from the `INIT_PUBKEYS` specified in the enviroment, and expanding outward.
+
diff --git a/cmd/crawler/main.go b/cmd/crawler/main.go
index df34e7f..f70c815 100644
--- a/cmd/crawler/main.go
+++ b/cmd/crawler/main.go
@@ -18,6 +18,12 @@ import (
 	"github.com/vertex-lab/relay/pkg/eventstore"
 )
 
+/*
+This programs assumes syncronization between Redis and the event store, meaning
+that the graph in Redis reflects these events.
+If that is not the case, go run /cmd/sync/ to syncronize Redis with the event store.
+*/
+
 func main() {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
diff --git a/cmd/sync/main.go b/cmd/sync/main.go
index 3c9bdc0..2f36903 100644
--- a/cmd/sync/main.go
+++ b/cmd/sync/main.go
@@ -20,7 +20,7 @@ import (
 
 /*
 This program syncronize the Redis database to the events already stored in the event store.
-If Redis and the eventstore are already in sync, run the executable at /cmd/crawler/.
+If Redis and the eventstore are already in sync, go run /cmd/crawler/.
 */
 
 func main() {
diff --git a/pkg/config/config.go b/pkg/config/config.go
index 1270d12..c23d8c3 100644
--- a/pkg/config/config.go
+++ b/pkg/config/config.go
@@ -1,3 +1,4 @@
+// The config package loads and validates the variables in the enviroment into a [Config]
 package config
 
 import (
diff --git a/pkg/pipe/engine.go b/pkg/pipe/engine.go
index 3112f85..31f0e6c 100644
--- a/pkg/pipe/engine.go
+++ b/pkg/pipe/engine.go
@@ -1,3 +1,4 @@
+// The pipe package defines high-level pipeline functions (e.g. [Firehose], [Engine])
 package pipe
 
 import (