Fix a couple of tiny issues in blog posts (microsoft#1578)

Co-authored-by: Eric Zhu <[email protected]>

Author: jackgerrits

website/blog/2023-11-13-OAI-assistants/index.mdx

@@ -8,7 +8,7 @@ tags: [openai-assistant]
 <p align="center"><em>AutoGen enables collaboration among multiple ChatGPTs for complex tasks.</em></p>
 
 
-## TLDR
+## TL;DR
 OpenAI assistants are now integrated into AutoGen via [`GPTAssistantAgent`](https://github.com/microsoft/autogen/blob/main/autogen/agentchat/contrib/gpt_assistant_agent.py).
 This enables multiple OpenAI assistants, which form the backend of the now popular GPTs, to collaborate and tackle complex tasks.
 Checkout example notebooks for reference:

website/blog/2023-12-01-AutoGenStudio/index.mdx

@@ -13,7 +13,7 @@ tags: [AutoGen, UI, web, UX]
 ![AutoGen Studio Playground View: Solving a task with multiple agents that generate a pdf document with images.](img/autogenstudio_home.png)
 <p align="center"><em>AutoGen Studio: Solving a task with multiple agents that generate a pdf document with images.</em></p>
 
-## TLDR
+## TL;DR
 
 To help you rapidly prototype multi-agent solutions for your tasks, we are introducing AutoGen Studio, an interface powered by [AutoGen](https://github.com/microsoft/autogen/tree/main/autogen). It allows you to:
 

website/blog/2023-12-29-AgentDescriptions/index.mdx

@@ -6,7 +6,7 @@ tags: [AutoGen]
 ---
 
 
-## TLDR
+## TL;DR
 
 AutoGen 0.2.2 introduces a [description](https://microsoft.github.io/autogen/docs/reference/agentchat/conversable_agent#__init__) field to ConversableAgent (and all subclasses), and changes GroupChat so that it uses agent `description`s rather than `system_message`s when choosing which agents should speak next.
 

website/blog/2024-01-23-Code-execution-in-docker/index.mdx

@@ -6,7 +6,7 @@ tags: [AutoGen]
 ---
 
 
-## TLDR
+## TL;DR
 
 AutoGen 0.2.8 enhances operational safety by making 'code execution inside a Docker container' the default setting, focusing on informing users about its operations and empowering them to make informed decisions regarding code execution.
 

website/blog/2024-01-25-AutoGenBench/index.mdx

@@ -10,8 +10,8 @@ tags: [AutoGen]
 <p align="center"><em>AutoGenBench is a standalone tool for evaluating AutoGen agents and workflows on common benchmarks.</em></p>
 
 
-## TLDR
-Today we are releasing AutoGenBench – a tool for evaluating AutoGen agents and workflows on established LLM and agentic benchmarks.
+## TL;DR
+Today we are releasing AutoGenBench - a tool for evaluating AutoGen agents and workflows on established LLM and agentic benchmarks.
 
 AutoGenBench is a standalone command line tool, installable from PyPI, which handles downloading, configuring, running, and reporting supported benchmarks. AutoGenBench works best when run alongside Docker, since it uses Docker to isolate tests from one another.
 

website/blog/2024-02-02-AutoAnny/index.mdx

@@ -13,12 +13,12 @@ import AutoAnnyLogo from './img/AutoAnnyLogo.jpg';
 <p align="center"><em>Anny is a Discord bot powered by AutoGen to help AutoGen's Discord server.</em></p>
 
 
-### TLDR
+## TL;DR
 
 We are adding a new sample app called Anny-- a simple Discord bot powered
-by AutoGen that's intended to assist AutoGen Devs. See `samples/apps/auto-anny` for details.
+by AutoGen that's intended to assist AutoGen Devs. See [`samples/apps/auto-anny`](https://github.com/microsoft/autogen/tree/main/samples/apps/auto-anny) for details.
 
-### Introduction
+## Introduction
 
 Over the past few months, AutoGen has experienced large growth in number of users and number of community requests and feedback.
 However, accommodating this demand and feedback requires manually sifting through issues, PRs, and discussions on GitHub, as well as managing messages
@@ -34,7 +34,7 @@ This requires a significant amount of effort. Agentic-workflows and interfaces p
   our lives easier?!* So we're turning to automation to help us and allow
    us to focus on what's most critical.
 
-### Current Version of Anny
+## Current Version of Anny
 The current version of Anny is pretty simple -- it uses the Discord API and AutoGen to enable a bot
  that can respond to a set of commands.
 
@@ -43,5 +43,5 @@ For example, it supports commands like `/heyanny help` for command listing, `/he
 
 To use Anny, please follow instructions in [`samples/apps/auto-anny`](https://github.com/microsoft/autogen/tree/main/samples/apps/auto-anny).
 
-### Its Not Just for AutoGen
+## It's Not Just for AutoGen
 If you're an open-source developer managing your own project, you can probably relate to our challenges. We invite you to check out Anny and contribute to its development and roadmap.