diff --git a/src/components/Footer/Footer.tsx b/src/components/Footer/Footer.tsx
index a340e65..aa89880 100644
--- a/src/components/Footer/Footer.tsx
+++ b/src/components/Footer/Footer.tsx
@@ -16,7 +16,7 @@ import {
 const socials = [
   { id: 1, icon: <TwitterIcon />, href: "https://twitter.com/GeniusyieldO" },
   { id: 2, icon: <MediumIcon />, href: "https://geniusyield.medium.com/" },
-  { id: 3, icon: <DiscordIcon />, href: "https://discord.com/invite/D8HNJ3zhwH" },
+  { id: 3, icon: <DiscordIcon />, href: "https://discord.gg/TNHf4fs626" },
   { id: 5, icon: <TelegramIcon />, href: "https://t.me/geniusyield_official" },
   { id: 6, icon: <YoutubeIcon />, href: "https://www.youtube.com/channel/UC0Lw_flS1WokWYH9ZHIQv2g/featured" },
 ];
diff --git a/src/pages/getting-started/_meta.json b/src/pages/getting-started/_meta.json
index 6403040..89bb8fc 100644
--- a/src/pages/getting-started/_meta.json
+++ b/src/pages/getting-started/_meta.json
@@ -1,8 +1,9 @@
 {
+  "how-to-build": "How to build Atlas?",
   "smart-contract-intro": "Smart Contract",
   "operations": "Operations over Contract",
   "unit-tests": "Unit Tests",
   "integration-tests": "Integration Tests",
   "endpoints": "Creating Endpoints",
   "browser-integration": "Browser Integration"
-}
+}
\ No newline at end of file
diff --git a/src/pages/getting-started/how-to-build.mdx b/src/pages/getting-started/how-to-build.mdx
new file mode 100644
index 0000000..11613b5
--- /dev/null
+++ b/src/pages/getting-started/how-to-build.mdx
@@ -0,0 +1,16 @@
+# How to build Atlas?
+
+We currently support GHC version 9.2.8 and compilation is tested with cabal version 3.10.2.0.
+
+Besides basic Haskell tooling (GHC and cabal), since we depend upon libraries used in [`cardano-node`](https://github.com/IntersectMBO/cardano-node), one would need to have additional dependencies as described in [this](https://github.com/input-output-hk/cardano-node-wiki/blob/0e31e6805407ea7059bcf1afccdd84fb275c12e6/docs/getting-started/install.md) guide related to building node from source. When referring to that guide, for our purposes, section on _"Installing the Haskell environment"_ and sections following (& including) _"Downloading the source code for cardano-node"_ are irrelevant.
+
+Additionally one would need `libpq-dev` or `postgresql` installed in their environment otherwise an error suggesting missing `pg_config` can occur.
+
+We build Atlas in our Github CI using environment described [here](https://github.com/geniusyield/atlas/blob/main/.github/workflows/haskell.yml) which one can also refer if they encounter a build failure.
+
+To verify if environment is configured properly, one can clone Atlas repository from [here](https://github.com/geniusyield/atlas/tree/main) and run `cabal build all` to see if build is successful.
+
+
+## Building with Nix
+
+Alternatively, we provide a nix shell with all dependencies baked in. Please refer to [this](https://github.com/input-output-hk/iogx/blob/main/doc/nix-setup-guide.md) guide on how to configure nix and later one can enter development shell via `nix develop`.
diff --git a/src/pages/getting-started/smart-contract-intro.mdx b/src/pages/getting-started/smart-contract-intro.mdx
index ed94cdd..af3cd73 100644
--- a/src/pages/getting-started/smart-contract-intro.mdx
+++ b/src/pages/getting-started/smart-contract-intro.mdx
@@ -2,7 +2,7 @@ import { Callout } from 'nextra-theme-docs'
 
 # Smart Contract
 
-Let's start by writing a smart contract that we will convey the framework's most important features.
+Let's now start by writing a smart contract that we will use to convey framework's important features.
 
 <Callout type="warning">
 
diff --git a/src/pages/introduction.mdx b/src/pages/introduction.mdx
index 5f320d6..082d89d 100644
--- a/src/pages/introduction.mdx
+++ b/src/pages/introduction.mdx
@@ -1,3 +1,5 @@
+import { Callout } from 'nextra-theme-docs'
+
 # Introduction
 
 Atlas is an all-in-one, Haskell-native application backend for writing off-chain code for on-chain Plutus smart contracts. Atlas has been designed by [Genius Yield](https://www.geniusyield.co/?lng=en), in collaboration with [MLabs](https://mlabs.city/), [Well-Typed](https://well-typed.com/) and [Plank](https://www.joinplank.com/).
@@ -11,13 +13,19 @@ Use an intuitive API to abstract away the complexity around building transaction
 Avoid code duplication between on-chain and off-chain code, interoperate with advanced functionalities offered by IOG's Cardano/Plutus libraries, and easily convert between Atlas and Cardano/Plutus types.
 
 ### Utilize modular data providers
-Query ledger state information from [Maestro](https://www.gomaestro.org/dapp-platform), a local node or [Cardano DB Sync](https://github.com/input-output-hk/cardano-db-sync). You can also build and contribute your own data provider!
+Query ledger state information from remote provider such as [Maestro](https://www.gomaestro.org/dapp-platform) or from your own node with the help of [Kupo](https://cardanosolutions.github.io/kupo/). You can also build and contribute your own data provider!
 
 ### Test extensively
 Use Atlas' test harness to write realistic [unit tests](./getting-started/unit-tests) that correspond to on-chain behavior, and execute [integration tests](./getting-started/integration-tests) against cardano node in a private network.
 
 ### Stay up to date
-Benefit from Cardano's latest innovations such as **Reference Inputs**, **Inline Datums** and **Reference Scripts**.
+Benefit from Cardano's latest innovations such as **Reference Inputs**, **Inline Datums** and **Reference Scripts**. Conway we are looking at you 👀.
 
 ## Where to next?
 Work through an end-to-end example here: [Getting Started](./getting-started).
+
+<Callout>
+
+  This guide tracks the latest commit of Atlas. We bring changes into Atlas, only when corresponding updates have been made into the documentation as well.
+
+</Callout>