diff --git a/.github/config/lychee.toml b/.github/config/lychee.toml
index 4bcca760db18..ba5f3db5d876 100644
--- a/.github/config/lychee.toml
+++ b/.github/config/lychee.toml
@@ -1,5 +1,5 @@
 # Lychee configuration file
-# See https://lychee.cli.rs/config/
+# See https://lychee.cli.rs/guides/config/
 
 timeout = 30
 retry_wait_time = 5
diff --git a/docs/contributing/documenting-instrumentation.md b/docs/contributing/documenting-instrumentation.md
index 5d0a711e85f3..0de5351467fe 100644
--- a/docs/contributing/documenting-instrumentation.md
+++ b/docs/contributing/documenting-instrumentation.md
@@ -185,9 +185,9 @@ List of possible options:
 * [RPC_SERVER_SPANS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/rpc/rpc-spans.md#rpc-server-span)
 * [RPC_SERVER_METRICS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/rpc/rpc-metrics.md#rpc-server)
 * [MESSAGING_SPANS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/messaging/messaging-spans.md)
-* [DATABASE_CLIENT_SPANS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-spans.md)
-* [DATABASE_CLIENT_METRICS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-metrics.md)
-* [DATABASE_POOL_METRICS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-metrics.md)
+* [DATABASE_CLIENT_SPANS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-spans.md)
+* [DATABASE_CLIENT_METRICS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-metrics.md)
+* [DATABASE_POOL_METRICS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-metrics.md)
 * [JVM_RUNTIME_METRICS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/runtime/jvm-metrics.md)
 * [GRAPHQL_SERVER_SPANS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/graphql/graphql-spans.md)
 * [FAAS_SERVER_SPANS](https://github.com/open-telemetry/semantic-conventions/blob/main/docs/faas/faas-spans.md)
diff --git a/docs/supported-libraries.md b/docs/supported-libraries.md
index 035b8741a8d6..605ddf4a7545 100644
--- a/docs/supported-libraries.md
+++ b/docs/supported-libraries.md
@@ -182,7 +182,7 @@ These are the supported libraries and frameworks:
 
 **[6]** Database Client Metrics are available for those who opt-in to [semantic convention stability](https://opentelemetry.io/docs/specs/semconv/non-normative/db-migration/).
 
-[Elasticsearch Client Spans]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/elasticsearch.md
+[Elasticsearch Client Spans]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/elasticsearch.md
 [HTTP Server Spans]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/http/http-spans.md#http-server
 [HTTP Client Spans]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/http/http-spans.md#http-client-span
 [HTTP Server Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/http/http-metrics.md#http-server
@@ -192,9 +192,9 @@ These are the supported libraries and frameworks:
 [RPC Server Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/rpc/rpc-metrics.md#rpc-server
 [RPC Client Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/rpc/rpc-metrics.md#rpc-client
 [Messaging Spans]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/messaging/messaging-spans.md
-[Database Client Spans]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-spans.md
-[Database Client Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-metrics.md
-[Database Pool Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-metrics.md
+[Database Client Spans]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-spans.md
+[Database Client Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-metrics.md
+[Database Pool Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-metrics.md
 [JVM Runtime Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/runtime/jvm-metrics.md
 [System Metrics]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/system/system-metrics.md
 [GraphQL Server Spans]: https://github.com/open-telemetry/semantic-conventions/blob/main/docs/graphql/graphql-spans.md
diff --git a/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/DbClientAttributesExtractor.java b/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/DbClientAttributesExtractor.java
index e3393172f224..29dde7f7047f 100644
--- a/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/DbClientAttributesExtractor.java
+++ b/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/DbClientAttributesExtractor.java
@@ -27,7 +27,7 @@
 
 /**
  * Extractor of <a
- * href="https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-spans.md">database
+ * href="https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-spans.md">database
  * client attributes</a>.
  *
  * <p>This class delegates to a type-specific {@link DbClientAttributesGetter} for individual
diff --git a/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/DbConnectionPoolMetrics.java b/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/DbConnectionPoolMetrics.java
index baad9837369f..6eb1274648dd 100644
--- a/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/DbConnectionPoolMetrics.java
+++ b/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/DbConnectionPoolMetrics.java
@@ -22,7 +22,7 @@
 
 /**
  * A helper class that models the <a
- * href="https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-metrics.md#connection-pools">database
+ * href="https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-metrics.md#connection-pools">database
  * client connection pool metrics semantic conventions</a>.
  */
 public final class DbConnectionPoolMetrics {
diff --git a/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/SqlClientAttributesExtractor.java b/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/SqlClientAttributesExtractor.java
index bfd940ef6d50..74ee68f5472c 100644
--- a/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/SqlClientAttributesExtractor.java
+++ b/instrumentation-api-incubator/src/main/java/io/opentelemetry/instrumentation/api/incubator/semconv/db/SqlClientAttributesExtractor.java
@@ -27,7 +27,7 @@
 
 /**
  * Extractor of <a
- * href="https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-spans.md">database
+ * href="https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-spans.md">database
  * attributes</a>. This class is designed with SQL (or SQL-like) database clients in mind.
  *
  * <p>It sets the same set of attributes as {@link DbClientAttributesExtractor} plus an additional
diff --git a/instrumentation/jdbc/library/src/main/java/io/opentelemetry/instrumentation/jdbc/internal/JdbcConnectionUrlParser.java b/instrumentation/jdbc/library/src/main/java/io/opentelemetry/instrumentation/jdbc/internal/JdbcConnectionUrlParser.java
index 3db94c6d6d08..2ff9c9c0a997 100644
--- a/instrumentation/jdbc/library/src/main/java/io/opentelemetry/instrumentation/jdbc/internal/JdbcConnectionUrlParser.java
+++ b/instrumentation/jdbc/library/src/main/java/io/opentelemetry/instrumentation/jdbc/internal/JdbcConnectionUrlParser.java
@@ -1151,7 +1151,7 @@ private static void populateStandardProperties(DbInfo.Builder builder, Map<?, ?>
   }
 
   // see
-  // https://github.com/open-telemetry/semantic-conventions/blob/main/docs/database/database-spans.md
+  // https://github.com/open-telemetry/semantic-conventions/blob/main/docs/db/database-spans.md
   private static String toDbSystem(String type) {
     switch (type) {
       case "as400": // IBM AS400 Database
diff --git a/instrumentation/ratpack/ratpack-1.7/library/README.md b/instrumentation/ratpack/ratpack-1.7/library/README.md
index 179cc9c8a9a2..520c53c9d6f3 100644
--- a/instrumentation/ratpack/ratpack-1.7/library/README.md
+++ b/instrumentation/ratpack/ratpack-1.7/library/README.md
@@ -1,6 +1,6 @@
 # Library Instrumentation for Ratpack version 1.7 and higher
 
-Provides OpenTelemetry instrumentation for [Ratpack](https://ratpack.io/), enabling HTTP client and
+Provides OpenTelemetry instrumentation for [Ratpack](https://github.com/ratpack/ratpack), enabling HTTP client and
 server spans and metrics.
 
 ## Quickstart