<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Lautner</title>
    <description>The latest articles on DEV Community by Lautner (@lautner).</description>
    <link>https://dev.to/lautner</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3996414%2Ff4f2ba2b-0566-47b9-b385-566c72f5b387.png</url>
      <title>DEV Community: Lautner</title>
      <link>https://dev.to/lautner</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/lautner"/>
    <language>en</language>
    <item>
      <title>How to Automate Twitter in 2026: Complete Guide</title>
      <dc:creator>Lautner</dc:creator>
      <pubDate>Thu, 02 Jul 2026 13:45:46 +0000</pubDate>
      <link>https://dev.to/lautner/how-to-automate-twitter-in-2026-complete-guide-1p22</link>
      <guid>https://dev.to/lautner/how-to-automate-twitter-in-2026-complete-guide-1p22</guid>
      <description>&lt;h1&gt;
  
  
  How to Automate Twitter in 2026: Complete Guide
&lt;/h1&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  June 25, 202612 min read

  Twitter automation can save you hours every day. Schedule tweets, auto-engage with your audience, monitor mentions, and grow your account — all without spending all day on the app.

  This guide covers everything you need to know about automating Twitter in 2026, from simple scheduling to building custom bots.

  ## Why Automate Twitter?

  Manual Twitter management is time-consuming:


    - Posting consistently requires daily attention

    - Engaging with followers takes hours

    - Monitoring mentions and keywords is tedious

    - Growing your account requires constant activity



  Automation handles the repetitive work so you can focus on creating great content and building relationships.

  ## What You Can Automate

  ### 1. Tweet Scheduling
  Schedule tweets in advance to post at optimal times. Write 10 tweets on Monday, schedule them for the whole week.

  ### 2. Auto-Liking
  Automatically like tweets matching specific criteria — hashtags, keywords, or from specific users. Great for engagement and visibility.

  ### 3. Auto-Following
  Follow users interested in your niche. Build your network by connecting with relevant accounts.

  ### 4. Auto-Retweeting
  Retweet valuable content from your niche. Share great content without manually curating it.

  ### 5. Mention Monitoring
  Get notified when someone mentions your brand or keywords. Respond quickly to engage with your audience.

  ### 6. DM Automation
  Send welcome messages to new followers. Automate customer support responses.

  ## Method 1: Using ChirpAPI (Recommended)

  [ChirpAPI](https://chirpapi.fun) is a Twitter API service that makes automation easy:


    - **No approval needed** — get API keys instantly

    - **Free tier** — 30 actions/month to start

    - **Simple REST API** — works with any programming language

    - **Built-in rate limiting** — won't get your account banned



  ### Setup Steps

    - Create a free account at [chirpapi.fun/register](https://chirpapi.fun/register)

    - Get your API key from the dashboard

    - Use the REST API to automate actions



  ### Example: Schedule a Tweet
  curl -X POST https://api.chirpapi.fun/v1/tweets \
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;-H "Authorization: Bearer YOUR_API_KEY" \&lt;br&gt;
  -H "Content-Type: application/json" \&lt;br&gt;
  -d '{&lt;br&gt;
    "text": "Good morning! Here'\''s your daily tip...",&lt;br&gt;
    "scheduled_at": "2026-06-26T09:00:00Z"&lt;br&gt;
  }'&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ### Example: Auto-Like Tweets
  curl -X POST https://api.chirpapi.fun/v1/tweets/like \
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;-H "Authorization: Bearer YOUR_API_KEY" \&lt;br&gt;
  -H "Content-Type: application/json" \&lt;br&gt;
  -d '{"tweet_id": "1234567890"}'&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ### Example: Search and Engage
  # Search for tweets about "python"
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;curl -X GET "&lt;a href="https://api.chirpapi.fun/v1/tweets/search?q=python&amp;amp;count=10" rel="noopener noreferrer"&gt;https://api.chirpapi.fun/v1/tweets/search?q=python&amp;amp;count=10&lt;/a&gt;" \&lt;br&gt;
  -H "Authorization: Bearer YOUR_API_KEY"&lt;/p&gt;

&lt;h1&gt;
  
  
  Like each result
&lt;/h1&gt;

&lt;p&gt;for tweet_id in $(echo $results | jq -r '.[].id'); do&lt;br&gt;
  curl -X POST &lt;a href="https://api.chirpapi.fun/v1/tweets/like" rel="noopener noreferrer"&gt;https://api.chirpapi.fun/v1/tweets/like&lt;/a&gt; \&lt;br&gt;
    -H "Authorization: Bearer YOUR_API_KEY" \&lt;br&gt;
    -H "Content-Type: application/json" \&lt;br&gt;
    -d "{\"tweet_id\": \"$tweet_id\"}"&lt;br&gt;
  sleep 60  # Wait 1 minute between actions&lt;br&gt;
done&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Method 2: Using Python

  For more complex automation, use Python with ChirpAPI:

  import requests
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;import time&lt;/p&gt;

&lt;p&gt;API_KEY = "your_api_key_here"&lt;br&gt;
BASE_URL = "&lt;a href="https://api.chirpapi.fun/v1" rel="noopener noreferrer"&gt;https://api.chirpapi.fun/v1&lt;/a&gt;"&lt;br&gt;
HEADERS = {&lt;br&gt;
    "Authorization": f"Bearer {API_KEY}",&lt;br&gt;
    "Content-Type": "application/json"&lt;br&gt;
}&lt;/p&gt;

&lt;p&gt;def post_tweet(text):&lt;br&gt;
    response = requests.post(&lt;br&gt;
        f"{BASE_URL}/tweets",&lt;br&gt;
        headers=HEADERS,&lt;br&gt;
        json={"text": text}&lt;br&gt;
    )&lt;br&gt;
    return response.json()&lt;/p&gt;

&lt;p&gt;def like_tweet(tweet_id):&lt;br&gt;
    response = requests.post(&lt;br&gt;
        f"{BASE_URL}/tweets/like",&lt;br&gt;
        headers=HEADERS,&lt;br&gt;
        json={"tweet_id": tweet_id}&lt;br&gt;
    )&lt;br&gt;
    return response.json()&lt;/p&gt;

&lt;p&gt;def search_tweets(query, count=10):&lt;br&gt;
    response = requests.get(&lt;br&gt;
        f"{BASE_URL}/tweets/search",&lt;br&gt;
        headers=HEADERS,&lt;br&gt;
        params={"q": query, "count": count}&lt;br&gt;
    )&lt;br&gt;
    return response.json()&lt;/p&gt;

&lt;h1&gt;
  
  
  Example: Auto-like tweets about "python"
&lt;/h1&gt;

&lt;p&gt;tweets = search_tweets("python programming")&lt;br&gt;
for tweet in tweets["results"]:&lt;br&gt;
    like_tweet(tweet["id"])&lt;br&gt;
    time.sleep(60)  # Wait 1 minute between likes&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Method 3: Using Node.js

  For JavaScript developers, here's how to automate Twitter with Node.js:

  const axios = require('axios');
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;const API_KEY = 'your_api_key_here';&lt;br&gt;
const BASE_URL = '&lt;a href="https://api.chirpapi.fun/v1" rel="noopener noreferrer"&gt;https://api.chirpapi.fun/v1&lt;/a&gt;';&lt;/p&gt;

&lt;p&gt;const headers = {&lt;br&gt;
  Authorization: &lt;code&gt;Bearer ${API_KEY}&lt;/code&gt;,&lt;br&gt;
  'Content-Type': 'application/json'&lt;br&gt;
};&lt;/p&gt;

&lt;p&gt;async function postTweet(text) {&lt;br&gt;
  const response = await axios.post(&lt;br&gt;
    &lt;code&gt;${BASE_URL}/tweets&lt;/code&gt;,&lt;br&gt;
    { text },&lt;br&gt;
    { headers }&lt;br&gt;
  );&lt;br&gt;
  return response.data;&lt;br&gt;
}&lt;/p&gt;

&lt;p&gt;async function likeTweet(tweetId) {&lt;br&gt;
  const response = await axios.post(&lt;br&gt;
    &lt;code&gt;${BASE_URL}/tweets/like&lt;/code&gt;,&lt;br&gt;
    { tweet_id: tweetId },&lt;br&gt;
    { headers }&lt;br&gt;
  );&lt;br&gt;
  return response.data;&lt;br&gt;
}&lt;/p&gt;

&lt;p&gt;// Schedule tweets&lt;br&gt;
const tweets = [&lt;br&gt;
  'Good morning! Here'\''s your daily tip...',&lt;br&gt;
  'Just published a new blog post...',&lt;br&gt;
  'Thanks for all the support!'&lt;br&gt;
];&lt;/p&gt;

&lt;p&gt;tweets.forEach((text, index) =&amp;gt; {&lt;br&gt;
  setTimeout(() =&amp;gt; postTweet(text), index * 3600000); // 1 hour apart&lt;br&gt;
});&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Best Practices for Twitter Automation

  ### 1. Don't Spam
  Space out your actions. Posting 10 tweets in 1 minute looks suspicious. Aim for 1-2 tweets per hour maximum.

  ### 2. Use Varied Content
  Don't post the same text repeatedly. Vary your tweets with different formats, hashtags, and content.

  ### 3. Mix Automated and Manual
  Don't rely 100% on automation. Mix in manual engagement to keep your account authentic.

  ### 4. Monitor Your Account
  Use a [shadowban checker](https://chirpapi.fun/tools/shadowban-checker) regularly to ensure your automation isn't hurting your visibility.

  ### 5. Respect Rate Limits
  ChirpAPI handles rate limiting for you, but be mindful of volume. Too many actions too fast can trigger restrictions.

  ### 6. Follow Twitter's Rules
  Don't use automation for spam, harassment, or manipulation. Stick to legitimate use cases.

  ## Common Automation Mistakes

  ### Mistake 1: Too Much Too Fast
  New accounts often make the mistake of automating too aggressively. Start slow and gradually increase activity.

  ### Mistake 2: Ignoring Engagement
  Automation should supplement engagement, not replace it. Reply to comments, thank followers, and participate in conversations.

  ### Mistake 3: Using Low-Quality Tools
  Free automation tools often use unofficial methods that get accounts banned. Use official API services like ChirpAPI.

  ### Mistake 4: Not Monitoring Results
  Track your engagement metrics. If automation is hurting your reach, adjust your strategy.

  ## Twitter Automation Ideas

  ### For Personal Accounts

    - Schedule tweets for optimal posting times

    - Auto-like tweets from your favorite creators

    - Welcome new followers with a DM

    - Share blog posts automatically when published



  ### For Business Accounts

    - Schedule product announcements

    - Monitor brand mentions

    - Auto-reply to customer questions

    - Share user-generated content



  ### For Developers

    - Build a Twitter bot for your community

    - Create a content curation tool

    - Monitor industry trends

    - Build a social media dashboard



  ## Tools Comparison



      Tool
      Free Tier
      Approval
      Best For


      ChirpAPI
      30 actions/month
      No
      Developers &amp;amp; Bots


      Buffer
      3 channels
      No
      Scheduling


      Hootsuite
      2 accounts
      No
      Enterprise


      Twitter API
      Read only
      Yes
      Official access



  ## Getting Started Checklist


    - **Choose your tool:** ChirpAPI for developers, Buffer for simple scheduling

    - **Set up API access:** Create account and get API keys

    - **Start simple:** Begin with tweet scheduling

    - **Add engagement:** Auto-like and auto-follow

    - **Monitor results:** Track engagement and adjust

    - **Scale up:** Gradually increase automation





  ## Frequently Asked Questions

  ### Is Twitter automation allowed?
  Yes, Twitter allows automation through official API services. ChirpAPI uses official endpoints and follows Twitter's guidelines.

  ### Will automation get my account banned?
  Not if you follow best practices. Use official APIs, don't spam, and mix automated with manual engagement.

  ### How much does Twitter automation cost?
  ChirpAPI offers a free tier with 30 actions/month. Paid plans start at $9/month for more volume.

  ### Do I need coding skills?
  For basic scheduling, no. For custom automation, basic coding helps. We provide code examples in Python, Node.js, and cURL.

  ### How do I avoid shadowbans?
  Use official APIs, don't spam, vary your content, and regularly check your account status with a [shadowban checker](https://chirpapi.fun/tools/shadowban-checker).

  ## Conclusion

  Twitter automation in 2026 is easier than ever. With tools like ChirpAPI, you can schedule tweets, auto-engage, and build bots without expensive tools or complex setups.

  Start with simple scheduling, gradually add engagement automation, and always monitor your account health. The key is to automate the repetitive work while keeping your presence authentic.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;




&lt;p&gt;&lt;em&gt;Originally published at &lt;a href="https://chirpapi.fun/blog" rel="noopener noreferrer"&gt;ChirpAPI Blog&lt;/a&gt;. Try ChirpAPI — 30 free actions, no approval needed.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>twitter</category>
      <category>automation</category>
      <category>tutorial</category>
      <category>api</category>
    </item>
    <item>
      <title>Free Twitter API Without Approval: Complete Guide (2026)</title>
      <dc:creator>Lautner</dc:creator>
      <pubDate>Thu, 02 Jul 2026 13:40:27 +0000</pubDate>
      <link>https://dev.to/lautner/free-twitter-api-without-approval-complete-guide-2026-1n3d</link>
      <guid>https://dev.to/lautner/free-twitter-api-without-approval-complete-guide-2026-1n3d</guid>
      <description>&lt;h1&gt;
  
  
  Free Twitter API Without Approval: Complete Guide (2026)
&lt;/h1&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  June 25, 20267 min read

  The official Twitter API requires approval, costs money, and takes days to set up. If you're building a side project, bot, or tool that needs Twitter access, there's a better way.

  This guide shows you how to get free Twitter API access **without approval** — so you can start posting tweets, liking content, and automating your account in minutes, not days.

  ## The Problem with Twitter's Official API

  Twitter's official API has become increasingly restrictive:


    - **Free tier:** Read-only. 1,500 tweets/month. Cannot write tweets.

    - **Basic tier ($100/mo):** Write access. 3,000 tweets/month. 1-7 day approval wait.

    - **Pro tier ($5,000/mo):** Full access. 300,000 tweets/month. 1-14 day approval wait.



  For most developers, this means:


    - You can't post tweets with the free tier

    - You need to pay $100/month just to test your project

    - You wait days or weeks for approval

    - You might get rejected without explanation



  ## Alternative: Free Twitter API with No Approval

  [ChirpAPI](https://chirpapi.fun) offers a free Twitter API that works without approval:


    - **30 free actions/month** — enough for testing and small projects

    - **No approval needed** — get API keys instantly

    - **Full write access** — post tweets, like, retweet, reply

    - **No credit card** — sign up with email only



  Here's how to get started:

  ### Step 1: Create Your Account

    - Go to [chirpapi.fun/register](https://chirpapi.fun/register)

    - Enter your email and create a password

    - Verify your email address

    - Log in to your dashboard



  ### Step 2: Get Your API Key

    - Go to the API Keys section in your dashboard

    - Click "Generate New Key"

    - Copy your API key (keep it secret!)



  ### Step 3: Make Your First API Call
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ```bash
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;curl -X POST &lt;a href="https://api.chirpapi.fun/v1/tweets" rel="noopener noreferrer"&gt;https://api.chirpapi.fun/v1/tweets&lt;/a&gt; \&lt;br&gt;
  -H "Authorization: Bearer YOUR_API_KEY" \&lt;br&gt;
  -H "Content-Type: application/json" \&lt;br&gt;
  -d '{"text": "Hello from ChirpAPI!"}'&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;


      That's it. No approval process. No waiting. Just working API access.

      ## What Can You Do with the Free Tier?

      The free tier includes 30 actions per month, which covers:

      | Action | Description |
| --- | --- |
| Post tweets | Create new tweets with text, images, or polls |
| Like tweets | Automatically like tweets matching criteria |
| Retweet | Retweet content to your timeline |
| Reply | Reply to tweets programmatically |
| Follow users | Follow accounts automatically |
| Get user info | Retrieve user profiles and stats |
| Search tweets | Search Twitter for specific content |

      For side projects, personal bots, or testing, 30 actions/month is usually enough. If you need more, paid plans start at $9/month.

      ## Use Cases for Free Twitter API

      ### 1. Personal Twitter Bot
      Build a bot that posts daily tips, quotes, or updates. With 30 free actions, you can post once per day.

      ### 2. Engagement Automation
      Auto-like tweets from specific users or hashtags. Great for growing your account organically.

      ### 3. Content Scheduling
      Schedule tweets in advance without paying for expensive tools like Buffer or Hootsuite.

      ### 4. Development &amp;amp; Testing
      Test your Twitter integration before committing to a paid API tier. Perfect for hackathons and MVPs.

      ### 5. Learning &amp;amp; Experimentation
      Learn how Twitter API works without spending $100. Build projects, experiment, and iterate.

      ## ChirpAPI vs Twitter Official API

      | Feature | ChirpAPI Free | Twitter Free | Twitter Basic ($100) |
| --- | --- | --- | --- |
| Approval Required | No | Yes | Yes |
| Write Access | Yes | No | Yes |
| Actions/Month | 30 | 1,500 (read only) | 3,000 |
| Setup Time | 2 minutes | 1-7 days | 1-7 days |
| Cost | Free | Free | $100/month |
| Credit Card | No | No | Yes |

      ## When to Upgrade to Paid Plans

      The free tier is great for getting started, but you'll want to upgrade when:


        - You need more than 30 actions/month

        - You're building a production application

        - You need priority support

        - You want to run multiple bots



      Paid plans start at $9/month with 500 actions, and go up to $49/month for 5,000 actions. All plans include write access and no approval process.

      ## Best Practices for Using Twitter API

      To avoid getting your account restricted:


        - **Don't spam:** Space out your actions. Don't post 10 tweets in 1 minute.

        - **Follow rate limits:** ChirpAPI handles rate limiting for you, but be mindful of volume.

        - **Use varied content:** Don't post the exact same text repeatedly.

        - **Engage naturally:** Mix automated actions with manual engagement.

        - **Monitor your account:** Use a shadowban checker to ensure your account stays healthy.



      ## Getting Started with ChirpAPI

      Ready to try the free Twitter API? Here's what you need:


        - **Email address** — for account creation

        - **Twitter account** — the account you want to automate

        - **2 minutes** — that's all it takes to get started





      ## Frequently Asked Questions

      ### Is ChirpAPI really free?
      Yes. The free tier gives you 30 actions per month at no cost. No credit card required.

      ### Do I need Twitter Developer approval?
      No. ChirpAPI uses its own API infrastructure, so you don't need to go through Twitter's developer portal.

      ### Is it safe to use?
      Yes. ChirpAPI uses official Twitter API endpoints and follows Twitter's rate limits and guidelines.

      ### What happens if I exceed the free limit?
      You'll get an error response. You can upgrade to a paid plan or wait until next month for your limit to reset.

      ### Can I use it for commercial projects?
      Yes, but for production use with high volume, we recommend a paid plan for better reliability and support.

      ## Conclusion

      You don't need to wait for Twitter API approval or pay $100/month to start building with Twitter. ChirpAPI offers free API access with no approval process, so you can start building today.

      Whether you're building a personal bot, testing an idea, or learning Twitter API, the free tier gives you everything you need to get started.

---

*Originally published at [ChirpAPI Blog](https://chirpapi.fun/blog). Try ChirpAPI — 30 free actions, no approval needed.*
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

</description>
      <category>twitter</category>
      <category>api</category>
      <category>webdev</category>
      <category>saas</category>
    </item>
    <item>
      <title>How to Check If You're Shadowbanned on Twitter (2026 Guide)</title>
      <dc:creator>Lautner</dc:creator>
      <pubDate>Thu, 02 Jul 2026 13:40:23 +0000</pubDate>
      <link>https://dev.to/lautner/how-to-check-if-youre-shadowbanned-on-twitter-2026-guide-39c5</link>
      <guid>https://dev.to/lautner/how-to-check-if-youre-shadowbanned-on-twitter-2026-guide-39c5</guid>
      <description>&lt;h1&gt;
  
  
  How to Check If You're Shadowbanned on Twitter (2026 Guide)
&lt;/h1&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  June 25, 20268 min read

  Your tweets suddenly get zero engagement. Your replies don't show up. Your followers stop growing. Sound familiar? You might be shadowbanned on Twitter.

  In 2026, Twitter (now X) uses several types of shadowbans to limit account visibility. This guide explains every type of shadowban, how to detect them, and what you can do about it.

  ## What is a Twitter Shadowban?

  A shadowban is when Twitter limits your account's visibility without notifying you. Your content still appears normal to you, but other users can't see it — or it's heavily deprioritized in their feeds.

  Unlike a regular suspension, shadowbans are silent. You won't get an email or notification. You'll just notice your engagement dropping mysteriously.

  ## Types of Twitter Shadowbans in 2026

  Twitter uses several distinct types of visibility restrictions:

  ### 1. Ghost Ban
  Your tweets are completely invisible to non-followers. People who don't follow you won't see your tweets in search, replies, or their timeline. Your followers can still see your content, but you won't reach any new audience.

  **How to detect:** Ask someone who doesn't follow you to search for your username. If they can't find your tweets, you're ghost banned.

  ### 2. Search Ban
  Your tweets don't appear in Twitter search results. Even if someone searches for exact phrases from your tweets, they won't show up. This is different from a ghost ban — your tweets might still appear in timelines, but not in search.

  **How to detect:** Search for your own tweets from a different account. If they don't appear in search results, you're search banned.

  ### 3. Reply Deboosting
  Your replies get hidden or pushed to the bottom of reply threads. Instead of appearing in the main reply chain, your responses end up under "Show more replies" or don't appear at all.

  **How to detect:** Check your replies from a different account. If they're hidden under "Show more replies" or missing entirely, you're reply deboosted.

  ### 4. Thread/Reply Chain Ban
  Your tweets in threads become invisible. You can still post, but other users can't see your contributions to conversation threads.

  ## How to Check If You're Shadowbanned

  The fastest way to check is using a **free shadowban checker tool**. Here's how:


    - **Use ChirpAPI's Shadowban Checker:** Go to [chirpapi.fun/tools/shadowban-checker](https://chirpapi.fun/tools/shadowban-checker)

    - **Enter your Twitter username** (without the @ symbol)

    - **Click SCAN** and wait for results

    - **Review the results:** The tool checks for ghost bans, search bans, and reply deboosting





  ## Manual Methods to Check for Shadowbans

  If you prefer to check manually, here are reliable methods:

  ### Method 1: Incognito Search

    - Open an incognito/private browser window

    - Go to Twitter without logging in

    - Search for your username

    - If your tweets don't appear in search results, you're likely search banned



  ### Method 2: Ask a Non-Follower

    - Ask someone who doesn't follow you to check your profile

    - Have them search for your recent tweets

    - If they can't see your tweets, you're ghost banned



  ### Method 3: Check Reply Visibility

    - Reply to a popular tweet

    - Check the reply thread from a different account

    - If your reply is hidden under "Show more replies" or missing, you're reply deboosted



  ## Common Causes of Shadowbans

  Understanding why shadowbans happen can help you avoid them:


    - **Spammy behavior:** Posting too frequently, using too many hashtags, or repetitive content

    - **Automated posting:** Using bots or automation tools that violate Twitter's rules

    - **Mass following/unfollowing:** Rapidly following and unfollowing accounts

    - **Reported content:** Multiple users reporting your tweets

    - **Violating guidelines:** Posting content that violates Twitter's terms of service

    - **New account restrictions:** New accounts often have temporary visibility limits



  ## How to Fix a Twitter Shadowban

  If you've confirmed you're shadowbanned, here's what to do:

  ### Step 1: Stop All Automated Activity
  Immediately stop using any automation tools, bots, or third-party services that post on your behalf. This includes auto-likers, auto-followers, and scheduled posting tools.

  ### Step 2: Clean Up Your Account

    - Delete any tweets that might violate guidelines

    - Remove spammy hashtags from your bio

    - Unfollow accounts you mass-followed



  ### Step 3: Wait It Out
  Most shadowbans last 3-7 days. Some can last up to 30 days. The key is to stop the behavior that triggered the ban and wait for Twitter to lift the restriction.

  ### Step 4: Engage Organically
  During the ban period, focus on organic engagement:


    - Reply to tweets naturally (not spammy)

    - Like tweets manually

    - Post original content without automation

    - Avoid mass actions



  ## Preventing Future Shadowbans

  Once your ban is lifted, follow these best practices:


    - **Post consistently but not excessively:** 3-5 tweets per day is a safe range

    - **Use hashtags sparingly:** 1-2 relevant hashtags per tweet maximum

    - **Avoid automation:** If you must use automation, use approved API services

    - **Engage authentically:** Real conversations beat automated engagement

    - **Monitor your visibility:** Regularly check for shadowbans using a checker tool



  ## Using ChirpAPI for Safe Twitter Automation

  If you need Twitter automation but want to avoid shadowbans, [ChirpAPI](https://chirpapi.fun) offers a safe alternative:


    - **Official API access:** Uses Twitter's official API endpoints

    - **Rate limit compliance:** Built-in rate limiting to prevent spam flags

    - **No approval needed:** Get API keys instantly without waiting for developer approval

    - **Monitoring tools:** Track your account health and visibility



  With ChirpAPI, you can automate your Twitter presence while staying within Twitter's guidelines — reducing your risk of shadowbans.

  ## Shadowban Checker vs Manual Methods

  | Method | Speed | Accuracy | Ease of Use |
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;| --- | --- | --- | --- |&lt;br&gt;
| Shadowban Checker Tool | Instant | High | Very Easy |&lt;br&gt;
| Incognito Search | 5-10 min | Medium | Easy |&lt;br&gt;
| Ask Non-Follower | Hours | High | Hard |&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  For the fastest and most reliable results, use a dedicated shadowban checker tool like [ChirpAPI's Shadowban Checker](https://chirpapi.fun/tools/shadowban-checker).

  ## Frequently Asked Questions

  ### How long does a Twitter shadowban last?
  Most shadowbans last 3-7 days. Some can extend to 30 days depending on the severity of the violation.

  ### Can I still tweet while shadowbanned?
  Yes, you can still post tweets. However, your tweets won't be visible to non-followers or won't appear in search results.

  ### Will Twitter notify me if I'm shadowbanned?
  No, Twitter does not notify users about shadowbans. That's why regular checking is important.

  ### Is shadowbanning permanent?
  No, shadowbans are temporary. They lift automatically after the ban period ends, usually 3-30 days.

  ### Does using automation tools cause shadowbans?
  Yes, using unauthorized automation tools can trigger shadowbans. Always use official API services that comply with Twitter's guidelines.

  ## Conclusion

  Shadowbans are a real problem for Twitter users in 2026. The key is detection and prevention. Use a shadowban checker tool regularly, avoid spammy behavior, and if you need automation, use approved API services like ChirpAPI.

  Check your account status now with our [free shadowban checker](https://chirpapi.fun/tools/shadowban-checker) — it takes 30 seconds and requires no login.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;




&lt;p&gt;&lt;em&gt;Originally published at &lt;a href="https://chirpapi.fun/blog" rel="noopener noreferrer"&gt;ChirpAPI Blog&lt;/a&gt;. Try ChirpAPI — 30 free actions, no approval needed.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>twitter</category>
      <category>shadowban</category>
      <category>tutorial</category>
      <category>seo</category>
    </item>
    <item>
      <title>How to Post Tweets via API Without a Developer Account</title>
      <dc:creator>Lautner</dc:creator>
      <pubDate>Mon, 22 Jun 2026 08:02:44 +0000</pubDate>
      <link>https://dev.to/lautner/how-to-post-tweets-via-api-without-a-developer-account-3kif</link>
      <guid>https://dev.to/lautner/how-to-post-tweets-via-api-without-a-developer-account-3kif</guid>
      <description>&lt;h1&gt;
  
  
  How to Post Tweets via API Without a Developer Account
&lt;/h1&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  June 20, 20268 min read

  If you've ever tried to post tweets programmatically, you know the frustration. The official Twitter Developer Portal requires an application, approval process, and often a paid plan just to write tweets. For many developers and small projects, this barrier is too high.

  There's a simpler way. In this guide, we'll show you how to post tweets via a REST API without needing a Twitter Developer account at all.

  ## Why the Twitter Developer Portal Is a Problem

  The official Twitter API (now X API) has three tiers:


    - **Free tier** — Read-only access. You cannot post tweets.

    - **Basic tier ($100/month)** — Write access, but limited to 3,000 tweets per month.

    - **Pro tier ($5,000/month)** — Full access with higher limits.



  For a side project, bot, or startup, $100/month just to post tweets is expensive. And the approval process can take days or weeks.

  ## The Alternative: Cookie-Based API Access

  Instead of using the official developer API, you can use the same endpoints that the Twitter web app uses. When you log into Twitter in your browser, it creates a session with two cookies:


    - **auth_token** — Your session identifier

    - **ct0** — Your CSRF token



  These cookies let you call the same internal GraphQL endpoints that the Twitter website uses. No developer account needed.

  ## Step-by-Step: Post Your First Tweet

  ### 1. Create a ChirpAPI Account
  Sign up at [chirpapi.fun/register](https://chirpapi.fun/register). No credit card required. You get 30 free actions to start.

  ### 2. Connect Your Twitter Account
  In your browser, log into Twitter. Open DevTools (F12), go to Application &amp;gt; Cookies, and copy your `auth_token` and `ct0` values. Paste them into ChirpAPI's account connection form.

  ### 3. Get Your API Key
  Go to the API Keys tab in your dashboard and generate a key. It starts with `tf_` and looks like: `tf_aBcDeFgHiJkLmNoPqRsTuVwXyZ012345`

  ### 4. Post a Tweet
  Send a POST request:
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;curl &lt;span class="nt"&gt;-X&lt;/span&gt; POST https://api.chirpapi.fun/v1/tweet &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-H&lt;/span&gt; &lt;span class="s2"&gt;"Authorization: Bearer YOUR_API_KEY"&lt;/span&gt; &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-H&lt;/span&gt; &lt;span class="s2"&gt;"Content-Type: application/json"&lt;/span&gt; &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-d&lt;/span&gt; &lt;span class="s1"&gt;'{"text": "Hello from ChirpAPI!"}'&lt;/span&gt;

&lt;span class="c"&gt;# Response (200 OK)&lt;/span&gt;
&lt;span class="o"&gt;{&lt;/span&gt;
  &lt;span class="s2"&gt;"id"&lt;/span&gt;: &lt;span class="s2"&gt;"1928374650123456789"&lt;/span&gt;,
  &lt;span class="s2"&gt;"text"&lt;/span&gt;: &lt;span class="s2"&gt;"Hello from ChirpAPI!"&lt;/span&gt;,
  &lt;span class="s2"&gt;"created_at"&lt;/span&gt;: &lt;span class="s2"&gt;"2026-06-19T10:00:00Z"&lt;/span&gt;
&lt;span class="o"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ### 5. Use It in Your Code
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;

&lt;span class="n"&gt;response&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;post&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;https://api.chirpapi.fun/v1/tweet&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="n"&gt;headers&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Authorization&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Bearer YOUR_API_KEY&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;
    &lt;span class="n"&gt;json&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;text&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Posted from Python!&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;)&lt;/span&gt;

&lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;response&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt;
&lt;span class="c1"&gt;# {'id': '1928374650123456789', 'text': 'Posted from Python!', ...}
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## What Else Can You Do?

  With ChirpAPI, you can do more than just post tweets:


    - **Delete tweets** — `DELETE /v1/tweet/{id}`

    - **Like/unlike** — `POST /v1/like` / `POST /v1/unlike`

    - **Retweet/unretweet** — `POST /v1/retweet` / `POST /v1/unretweet`

    - **Reply** — `POST /v1/reply`

    - **Follow/unfollow** — `POST /v1/follow` / `POST /v1/unfollow`

    - **Read timeline** — `GET /v1/timeline`



  ## Is This Safe?

  ChirpAPI uses the same endpoints as the Twitter web app itself. However, there are risks:


    - Twitter can detect unusual API usage patterns

    - Rapid-fire actions can trigger rate limits or suspensions

    - New accounts should "warm up" before heavy automation



  We recommend starting slow: a few actions per day, then gradually increasing. See our [documentation](/docs) for warm-up schedules and safe limits.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;




&lt;p&gt;&lt;em&gt;Originally published at &lt;a href="https://chirpapi.fun/blog" rel="noopener noreferrer"&gt;ChirpAPI Blog&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>twitter</category>
      <category>api</category>
      <category>tutorial</category>
      <category>beginners</category>
    </item>
    <item>
      <title>How to Schedule Tweets with a REST API</title>
      <dc:creator>Lautner</dc:creator>
      <pubDate>Mon, 22 Jun 2026 07:56:28 +0000</pubDate>
      <link>https://dev.to/lautner/how-to-schedule-tweets-with-a-rest-api-8kc</link>
      <guid>https://dev.to/lautner/how-to-schedule-tweets-with-a-rest-api-8kc</guid>
      <description>&lt;h1&gt;
  
  
  How to Schedule Tweets with a REST API
&lt;/h1&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  June 16, 20267 min read

  Scheduling tweets is one of the most common automation use cases. You write your content ahead of time, set a time, and the API posts it for you. No manual action needed. Here's how to build it with ChirpAPI and a few lines of code.

  ## Basic Concept

  The approach is simple: store your tweets with a scheduled time, run a cron job every minute, and post any tweets whose time has arrived. The flow looks like this:


    - You (or your app) save a tweet with a `scheduled_at` timestamp

    - A cron job runs every minute

    - It checks for tweets where `scheduled_at &amp;gt; /var/log/tweet-scheduler.log 2&amp;gt;&amp;amp;1
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;&lt;code&gt;&lt;/code&gt;`plaintext&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Node.js Implementation
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;`&lt;code&gt;&lt;/code&gt;&lt;br&gt;
const sqlite3 = require('better-sqlite3');&lt;br&gt;
const fetch = require('node-fetch');&lt;/p&gt;

&lt;p&gt;const API_KEY = 'YOUR_CHIRPAPI_KEY';&lt;br&gt;
const db = sqlite3('scheduler.db');&lt;/p&gt;

&lt;p&gt;async function postPending() {&lt;br&gt;
  const now = new Date().toISOString().slice(0, 19);&lt;br&gt;
  const pending = db.prepare(&lt;br&gt;
    &lt;code&gt;SELECT id, text FROM tweets WHERE status='pending' AND scheduled_at&amp;lt;=?&lt;/code&gt;&lt;br&gt;
  ).all(now);&lt;/p&gt;

&lt;p&gt;for (const {id, text} of pending) {&lt;br&gt;
    try {&lt;br&gt;
      const res = await fetch('&lt;a href="https://api.chirpapi.fun/v1/tweet" rel="noopener noreferrer"&gt;https://api.chirpapi.fun/v1/tweet&lt;/a&gt;', {&lt;br&gt;
        method: 'POST',&lt;br&gt;
        headers: {&lt;br&gt;
          'Authorization': &lt;code&gt;Bearer ${API_KEY}&lt;/code&gt;,&lt;br&gt;
          'Content-Type': 'application/json'&lt;br&gt;
        },&lt;br&gt;
        body: JSON.stringify({text})&lt;br&gt;
      });&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  if (res.ok) {
    db.prepare(`UPDATE tweets SET status='posted' WHERE id=?`).run(id);
    console.log(`Posted: ${text.slice(0, 50)}...`);
  } else {
    db.prepare(`UPDATE tweets SET status='failed' WHERE id=?`).run(id);
  }
} catch (err) {
  db.prepare(`UPDATE tweets SET status='error' WHERE id=?`).run(id);
}
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;}&lt;br&gt;
}&lt;/p&gt;

&lt;p&gt;postPending();&lt;br&gt;
&lt;code&gt;&lt;/code&gt;`plaintext&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Timezone Handling

  Always store and compare times in UTC. Convert to the user's timezone only for display:
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;`&lt;code&gt;&lt;/code&gt;&lt;br&gt;
from zoneinfo import ZoneInfo&lt;/p&gt;

&lt;h1&gt;
  
  
  User says "post at 9 AM Jakarta time"
&lt;/h1&gt;

&lt;p&gt;jakarta = ZoneInfo("Asia/Jakarta")&lt;br&gt;
scheduled = datetime(2026, 6, 17, 9, 0, 0, tzinfo=jakarta)&lt;br&gt;
utc_time = scheduled.astimezone(timezone.utc)&lt;/p&gt;

&lt;h1&gt;
  
  
  Store utc_time in database
&lt;/h1&gt;

&lt;p&gt;&lt;code&gt;&lt;/code&gt;`plaintext&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Best Posting Times

  Based on engagement data across multiple accounts:


    - **Weekdays:** 8-10 AM and 12-1 PM (user's timezone)

    - **Weekends:** 10 AM - 12 PM

    - **Avoid:** After 8 PM (lower engagement)

    - **Best days:** Tuesday, Wednesday, Thursday



  ## Error Handling and Retries

  Network requests fail. Add retry logic:
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;`&lt;code&gt;&lt;/code&gt;&lt;br&gt;
import time&lt;/p&gt;

&lt;p&gt;def post_with_retry(text, max_retries=3):&lt;br&gt;
    for attempt in range(max_retries):&lt;br&gt;
        try:&lt;br&gt;
            resp = requests.post(API_URL,&lt;br&gt;
                headers={"Authorization": f"Bearer {API_KEY}"},&lt;br&gt;
                json={"text": text},&lt;br&gt;
                timeout=10&lt;br&gt;
            )&lt;br&gt;
            if resp.status_code == 200:&lt;br&gt;
                return resp.json()&lt;br&gt;
            if resp.status_code == 429:  # Rate limited&lt;br&gt;
                time.sleep(60 * (attempt + 1))&lt;br&gt;
                continue&lt;br&gt;
            return None&lt;br&gt;
        except requests.exceptions.Timeout:&lt;br&gt;
            time.sleep(5 * (attempt + 1))&lt;br&gt;
    return None&lt;br&gt;
&lt;code&gt;&lt;/code&gt;`&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Originally published at &lt;a href="https://chirpapi.fun/blog" rel="noopener noreferrer"&gt;ChirpAPI Blog&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>twitter</category>
      <category>api</category>
      <category>javascript</category>
      <category>tutorial</category>
    </item>
    <item>
      <title>Auto-Like Tweets: A Developer's Guide to Automated Engagement</title>
      <dc:creator>Lautner</dc:creator>
      <pubDate>Mon, 22 Jun 2026 07:56:12 +0000</pubDate>
      <link>https://dev.to/lautner/auto-like-tweets-a-developers-guide-to-automated-engagement-129o</link>
      <guid>https://dev.to/lautner/auto-like-tweets-a-developers-guide-to-automated-engagement-129o</guid>
      <description>&lt;h1&gt;
  
  
  Auto-Like Tweets: A Developer's Guide to Automated Engagement
&lt;/h1&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  June 18, 20266 min read

  Liking tweets is the simplest form of engagement on Twitter. It costs nothing, takes a second, and puts your name in front of the tweet author. Automating this process — liking tweets that match specific keywords — is one of the most effective growth tactics for new accounts. Here's how to build it.

  ## How It Works

  The flow is straightforward:


    - Search for tweets matching your target keywords

    - Filter out tweets you've already liked

    - Like each remaining tweet via the API

    - Log what you liked to avoid duplicates

    - Repeat on a schedule



  ## Python Implementation
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;time&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;sqlite3&lt;/span&gt;

&lt;span class="n"&gt;API_KEY&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;YOUR_CHIRPAPI_KEY&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;
&lt;span class="n"&gt;BASE_URL&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;https://api.chirpapi.fun/v1&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;
&lt;span class="n"&gt;HEADERS&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Authorization&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Bearer &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;API_KEY&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="c1"&gt;# Keywords to target
&lt;/span&gt;&lt;span class="n"&gt;KEYWORDS&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;python programming&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;web development&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;startup&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;

&lt;span class="n"&gt;db&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sqlite3&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;connect&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;engagement.db&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;execute&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"""&lt;/span&gt;&lt;span class="s"&gt;CREATE TABLE IF NOT EXISTS liked_tweets (
    tweet_id TEXT PRIMARY KEY,
    liked_at TEXT DEFAULT CURRENT_TIMESTAMP
)&lt;/span&gt;&lt;span class="sh"&gt;"""&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;is_already_liked&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tweet_id&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="n"&gt;row&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;execute&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;SELECT 1 FROM liked_tweets WHERE tweet_id=?&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tweet_id&lt;/span&gt;&lt;span class="p"&gt;,)&lt;/span&gt;
    &lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;fetchone&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="bp"&gt;None&lt;/span&gt;

&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;search_and_like&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
    &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;keyword&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;KEYWORDS&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
        &lt;span class="c1"&gt;# Search for tweets
&lt;/span&gt;        &lt;span class="n"&gt;search_resp&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
            &lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;BASE_URL&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;/search&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="n"&gt;headers&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;HEADERS&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="n"&gt;params&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;q&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;keyword&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;count&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;
            &lt;span class="n"&gt;timeout&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;10&lt;/span&gt;
        &lt;span class="p"&gt;)&lt;/span&gt;

        &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;search_resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;status_code&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
            &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Search failed for &lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;keyword&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;: &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;search_resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;status_code&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
            &lt;span class="k"&gt;continue&lt;/span&gt;

        &lt;span class="n"&gt;tweets&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;search_resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;().&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tweets&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;[])&lt;/span&gt;
        &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Found &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="nf"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tweets&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt; tweets for &lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;keyword&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;'"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

        &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;tweet&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;tweets&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
            &lt;span class="n"&gt;tweet_id&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;id&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;

            &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="nf"&gt;is_already_liked&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tweet_id&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
                &lt;span class="k"&gt;continue&lt;/span&gt;

            &lt;span class="c1"&gt;# Like the tweet
&lt;/span&gt;            &lt;span class="n"&gt;like_resp&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;post&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
                &lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;BASE_URL&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;/like&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
                &lt;span class="n"&gt;headers&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;HEADERS&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
                &lt;span class="n"&gt;json&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tweet_id&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;tweet_id&lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;
                &lt;span class="n"&gt;timeout&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;10&lt;/span&gt;
            &lt;span class="p"&gt;)&lt;/span&gt;

            &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;like_resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;status_code&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
                &lt;span class="n"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;execute&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;INSERT OR IGNORE INTO liked_tweets (tweet_id) VALUES (?)&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tweet_id&lt;/span&gt;&lt;span class="p"&gt;,))&lt;/span&gt;
                &lt;span class="n"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;commit&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
                &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Liked: &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="s"&gt;text&lt;/span&gt;&lt;span class="sh"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;''&lt;/span&gt;&lt;span class="p"&gt;)[&lt;/span&gt;&lt;span class="si"&gt;:&lt;/span&gt;&lt;span class="mi"&gt;60&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;...&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
            &lt;span class="k"&gt;elif&lt;/span&gt; &lt;span class="n"&gt;like_resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;status_code&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;429&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
                &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Rate limited. Waiting 60 seconds...&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
                &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sleep&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;60&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
            &lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
                &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Like failed: &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;like_resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;status_code&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;

            &lt;span class="c1"&gt;# Random delay between likes (30-90 seconds)
&lt;/span&gt;            &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sleep&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;randint&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;30&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;90&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;

&lt;span class="nf"&gt;search_and_like&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Node.js Implementation
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;fetch&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;node-fetch&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;sqlite3&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;better-sqlite3&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;API_KEY&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;YOUR_CHIRPAPI_KEY&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;BASE&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;https://api.chirpapi.fun/v1&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;db&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nf"&gt;sqlite3&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;engagement.db&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;exec&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;`CREATE TABLE IF NOT EXISTS liked_tweets (
  tweet_id TEXT PRIMARY KEY,
  liked_at TEXT DEFAULT CURRENT_TIMESTAMP
)`&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;KEYWORDS&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;javascript&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;react&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;webdev&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;

&lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;searchAndLike&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="k"&gt;for &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;keyword&lt;/span&gt; &lt;span class="k"&gt;of&lt;/span&gt; &lt;span class="nx"&gt;KEYWORDS&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;searchRes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;fetch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
      &lt;span class="s2"&gt;`&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;BASE&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;/search?q=&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nf"&gt;encodeURIComponent&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;keyword&lt;/span&gt;&lt;span class="p"&gt;)}&lt;/span&gt;&lt;span class="s2"&gt;&amp;amp;count=10`&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="na"&gt;headers&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Authorization&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;`Bearer &lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;API_KEY&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;`&lt;/span&gt;&lt;span class="p"&gt;}}&lt;/span&gt;
    &lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;searchRes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ok&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;continue&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="nx"&gt;tweets&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;searchRes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;json&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

    &lt;span class="k"&gt;for &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;tweet&lt;/span&gt; &lt;span class="k"&gt;of&lt;/span&gt; &lt;span class="nx"&gt;tweets&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;already&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;prepare&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;SELECT 1 FROM liked_tweets WHERE tweet_id=?&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;
      &lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
      &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;already&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;continue&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;likeRes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;fetch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;`&lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;BASE&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;/like`&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;method&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;POST&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;headers&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Authorization&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;`Bearer &lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;API_KEY&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="s2"&gt;`&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Content-Type&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;application/json&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;
        &lt;span class="p"&gt;},&lt;/span&gt;
        &lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;stringify&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;&lt;span class="na"&gt;tweet_id&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
      &lt;span class="p"&gt;});&lt;/span&gt;

      &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;likeRes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ok&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;prepare&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;INSERT OR IGNORE INTO liked_tweets VALUES (?)&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nf"&gt;run&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;`Liked: &lt;/span&gt;&lt;span class="p"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;text&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;slice&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;60&lt;/span&gt;&lt;span class="p"&gt;)}&lt;/span&gt;&lt;span class="s2"&gt;...`&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;

      &lt;span class="c1"&gt;// Wait 30-90 seconds between likes&lt;/span&gt;
      &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nc"&gt;Promise&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;r&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nf"&gt;setTimeout&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;30000&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="nb"&gt;Math&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;random&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;60000&lt;/span&gt;&lt;span class="p"&gt;));&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;

&lt;span class="nf"&gt;searchAndLike&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Rate Limit Handling

  Twitter enforces rate limits. ChirpAPI forwards these limits. Key rules:


    - **Likes:** ~300 per 15 minutes (official limit). Stay well under.

    - **Search:** ~180 per 15 minutes.

    - **Safe target:** 50-100 likes per hour for warm accounts, 20-30 for new accounts.



  Always handle 429 responses with exponential backoff:
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;like_with_backoff&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tweet_id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;max_retries&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
    &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;attempt&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nf"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;max_retries&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
        &lt;span class="n"&gt;resp&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;post&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
            &lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;BASE_URL&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;/like&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="n"&gt;headers&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;HEADERS&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="n"&gt;json&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;tweet_id&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;tweet_id&lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt;
            &lt;span class="n"&gt;timeout&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;10&lt;/span&gt;
        &lt;span class="p"&gt;)&lt;/span&gt;
        &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;status_code&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
            &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="bp"&gt;True&lt;/span&gt;
        &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;resp&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;status_code&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;429&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
            &lt;span class="n"&gt;wait&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;60&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;**&lt;/span&gt; &lt;span class="n"&gt;attempt&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;  &lt;span class="c1"&gt;# 60s, 120s, 240s
&lt;/span&gt;            &lt;span class="nf"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sa"&gt;f&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Rate limited. Waiting &lt;/span&gt;&lt;span class="si"&gt;{&lt;/span&gt;&lt;span class="n"&gt;wait&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="s"&gt;s...&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
            &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;sleep&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;wait&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
        &lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
            &lt;span class="k"&gt;break&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="bp"&gt;False&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Safety: Account Warm-Up Schedule

  New accounts should not start with heavy automation. Twitter watches for sudden spikes in activity.


    - **Week 1:** 5-10 likes per day, spread across 8+ hours

    - **Week 2:** 15-25 likes per day

    - **Week 3:** 30-50 likes per day

    - **Week 4+:** 50-100 likes per day (if no warnings)



  If you receive a "your account looks automated" warning, stop all automation for 48 hours, then resume at half the previous rate.

  ## Keyword Selection Tips


    - **Be specific:** "python async" is better than "programming"

    - **Use quotes:** Search for exact phrases to reduce noise

    - **Exclude retweets:** Add `-filter:retweets` to your search query

    - **Target recent:** Add `since:2026-06-15` to avoid old tweets

    - **Filter by engagement:** `min_faves:5` to skip tweets nobody cares about
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;




&lt;p&gt;&lt;em&gt;Originally published at &lt;a href="https://chirpapi.fun/blog" rel="noopener noreferrer"&gt;ChirpAPI Blog&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>twitter</category>
      <category>automation</category>
      <category>python</category>
      <category>api</category>
    </item>
    <item>
      <title>ChirpAPI vs Twitter Developer Portal: A Practical Comparison</title>
      <dc:creator>Lautner</dc:creator>
      <pubDate>Mon, 22 Jun 2026 07:46:38 +0000</pubDate>
      <link>https://dev.to/lautner/chirpapi-vs-twitter-developer-portal-a-practical-comparison-3m83</link>
      <guid>https://dev.to/lautner/chirpapi-vs-twitter-developer-portal-a-practical-comparison-3m83</guid>
      <description>&lt;h1&gt;
  
  
  ChirpAPI vs Twitter Developer Portal: A Practical Comparison
&lt;/h1&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  June 12, 20269 min read

  If you need to post tweets programmatically, you have two real options: go through the official Twitter Developer Portal, or use an alternative API like ChirpAPI. This is not a marketing pitch — it's a practical breakdown of what each option costs, what you get, and when it makes sense to choose one over the other.

  ## The Official Twitter API Tiers

  Twitter (now X) offers three API tiers as of 2026:

  | Tier | Cost | Write Access | Rate Limit | Approval |
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;| --- | --- | --- | --- | --- |&lt;br&gt;
| Free | $0/mo | No (read-only) | 1,500 reads/mo | Instant |&lt;br&gt;
| Basic | $100/mo | Yes | 3,000 tweets/mo | 1-7 days |&lt;br&gt;
| Pro | $5,000/mo | Yes | 300,000 tweets/mo | 1-14 days |&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  The Free tier is read-only — you cannot post tweets, like, retweet, or follow anyone. If you want write access, the minimum is $100/month for the Basic tier.

  ## What ChirpAPI Offers

  | Plan | Cost | Actions | Approval |
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;| --- | --- | --- | --- |&lt;br&gt;
| Free | $0 | 30/lifetime | Instant |&lt;br&gt;
| Starter | $9/mo | 1,000/mo | Instant |&lt;br&gt;
| Pro | $29/mo | 10,000/mo | Instant |&lt;br&gt;
| Agency | $99/mo | 50,000/mo | Instant |&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  Every plan includes all actions: tweet, retweet, like, follow, unfollow, reply, delete, search, and timeline read. No feature gating by tier.

  ## Cost Comparison: Real Scenarios

  ### Scenario 1: Side Project (50 tweets/month)

    - **Twitter API:** Basic tier — $100/month for 3,000 tweet capacity. You use 50. That's $2 per tweet.

    - **ChirpAPI:** Starter plan — $9/month for 1,000 actions. That's $0.009 per tweet.



  ### Scenario 2: Growth Bot (2,000 actions/month)

    - **Twitter API:** Basic tier — $100/month. You hit the 3,000 tweet cap and also need likes/follows which cost additional quota.

    - **ChirpAPI:** Pro plan — $29/month. All 2,000 actions covered. That's $0.0145 per action.



  ### Scenario 3: Agency Managing Multiple Accounts (20,000 actions/month)

    - **Twitter API:** Pro tier — $5,000/month. Required because Basic caps at 3,000.

    - **ChirpAPI:** Agency plan — $99/month. That's $0.005 per action.



  ## Beyond Cost: What Else Differs

  ### Approval Process
  The Twitter Developer Portal requires you to describe your use case, provide a website, and wait for manual review. Rejections are common — many developers report being rejected multiple times before getting approved.

  ChirpAPI has no approval process. You sign up, get an API key, and start making requests.

  ### Authentication
  The official API uses OAuth 2.0 with PKCE. You need to register an application, manage client IDs and secrets, handle token refresh flows, and implement callback URLs.

  ChirpAPI uses a simple Bearer token. One header, one key:
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;// ChirpAPI — one header
curl &lt;span class="nt"&gt;-X&lt;/span&gt; POST https://api.chirpapi.fun/v1/tweet &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-H&lt;/span&gt; &lt;span class="s2"&gt;"Authorization: Bearer YOUR_API_KEY"&lt;/span&gt; &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-d&lt;/span&gt; &lt;span class="s1"&gt;'{"text": "Hello world"}'&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ### Account Requirements
  The official API requires a verified Twitter Developer account. Some features require a linked credit card even on the Free tier.

  ChirpAPI requires a Twitter account (for the tweets to be posted from) but no developer account. You connect your existing Twitter session.

  ## When to Use the Official API

  The official Twitter API is the right choice when:


    - You're building an enterprise application that needs guaranteed uptime SLAs directly from X

    - You need access to the full Firehose or Academic Research endpoints

    - Your company requires SOC 2 compliance from all API providers

    - You need to read at scale (millions of tweets per month for data analysis)

    - Budget is not a constraint and you value the "official" label



  ## When to Use ChirpAPI

  ChirpAPI is the better choice when:


    - You need write access (post, like, retweet, follow) without paying $100+/month

    - You're building a side project, bot, or MVP

    - You want to start immediately without waiting for approval

    - You need a simple REST API without OAuth complexity

    - You're an agency managing multiple accounts and need volume pricing



  ## Side-by-Side: Posting a Tweet

  ### Official Twitter API (Python)
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;import tweepy

&lt;span class="c"&gt;# Requires OAuth 2.0 setup with client ID/secret&lt;/span&gt;
client &lt;span class="o"&gt;=&lt;/span&gt; tweepy.Client&lt;span class="o"&gt;(&lt;/span&gt;
    &lt;span class="nv"&gt;consumer_key&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;"YOUR_CONSUMER_KEY"&lt;/span&gt;,
    &lt;span class="nv"&gt;consumer_secret&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;"YOUR_CONSUMER_SECRET"&lt;/span&gt;,
    &lt;span class="nv"&gt;access_token&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;"YOUR_ACCESS_TOKEN"&lt;/span&gt;,
    &lt;span class="nv"&gt;access_token_secret&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;"YOUR_ACCESS_TOKEN_SECRET"&lt;/span&gt;
&lt;span class="o"&gt;)&lt;/span&gt;

response &lt;span class="o"&gt;=&lt;/span&gt; client.create_tweet&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="nv"&gt;text&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;"Hello world"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
print&lt;span class="o"&gt;(&lt;/span&gt;response.data[&lt;span class="s2"&gt;"id"&lt;/span&gt;&lt;span class="o"&gt;])&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ### ChirpAPI (Python)
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;import requests

&lt;span class="c"&gt;# One API key, one header&lt;/span&gt;
response &lt;span class="o"&gt;=&lt;/span&gt; requests.post&lt;span class="o"&gt;(&lt;/span&gt;
    &lt;span class="s2"&gt;"https://api.chirpapi.fun/v1/tweet"&lt;/span&gt;,
    &lt;span class="nv"&gt;headers&lt;/span&gt;&lt;span class="o"&gt;={&lt;/span&gt;&lt;span class="s2"&gt;"Authorization"&lt;/span&gt;: &lt;span class="s2"&gt;"Bearer YOUR_API_KEY"&lt;/span&gt;&lt;span class="o"&gt;}&lt;/span&gt;,
    &lt;span class="nv"&gt;json&lt;/span&gt;&lt;span class="o"&gt;={&lt;/span&gt;&lt;span class="s2"&gt;"text"&lt;/span&gt;: &lt;span class="s2"&gt;"Hello world"&lt;/span&gt;&lt;span class="o"&gt;}&lt;/span&gt;
&lt;span class="o"&gt;)&lt;/span&gt;

print&lt;span class="o"&gt;(&lt;/span&gt;response.json&lt;span class="o"&gt;()[&lt;/span&gt;&lt;span class="s2"&gt;"id"&lt;/span&gt;&lt;span class="o"&gt;])&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  Both achieve the same result. The difference is setup time, cost, and complexity.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;




&lt;p&gt;&lt;em&gt;Originally published at &lt;a href="https://chirpapi.fun/blog" rel="noopener noreferrer"&gt;ChirpAPI Blog&lt;/a&gt;. Try ChirpAPI — 30 free actions, no approval needed.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>twitter</category>
      <category>api</category>
      <category>developer</category>
      <category>startup</category>
    </item>
    <item>
      <title>Twitter API Alternatives in 2026: What Actually Works</title>
      <dc:creator>Lautner</dc:creator>
      <pubDate>Mon, 22 Jun 2026 07:46:34 +0000</pubDate>
      <link>https://dev.to/lautner/twitter-api-alternatives-in-2026-what-actually-works-1n35</link>
      <guid>https://dev.to/lautner/twitter-api-alternatives-in-2026-what-actually-works-1n35</guid>
      <description>&lt;h1&gt;
  
  
  Twitter API Alternatives in 2026: What Actually Works
&lt;/h1&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  June 14, 202610 min read

  The official Twitter API is expensive and slow to get approved. So developers have built alternatives. Some work well. Some are broken. Some are outright scams. This is an honest breakdown of every option available in 2026.

  ## Option 1: The Official Twitter/X API

  The obvious starting point. The official API is reliable, well-documented, and guaranteed to work. The problem is cost and access:


    - **Free tier:** Read-only. 1,500 tweets/month read. Cannot write.

    - **Basic ($100/mo):** Write access. 3,000 tweets/month. 1-7 day approval.

    - **Pro ($5,000/mo):** Full access. 300,000 tweets/month. 1-14 day approval.



  Verdict: Works perfectly if you can afford it and get approved. Most side projects and bots cannot justify $100/month just to post tweets.

  ## Option 2: Browser Automation (Puppeteer / Playwright)

  You can automate a real browser to log into Twitter and perform actions. This is how many early Twitter bots worked.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// Puppeteer example — automated tweet&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;browser&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;puppeteer&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;launch&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;&lt;span class="na"&gt;headless&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;page&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;browser&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;newPage&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;page&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;goto&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;https://x.com/login&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;page&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;type&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;input[name="text"]&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;your_email&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;page&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;click&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;[data-testid="LoginForm_Login_Button"]&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="c1"&gt;// ... more steps for password, 2FA, etc.&lt;/span&gt;

&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;page&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;goto&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;https://x.com/compose/tweet&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;page&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;type&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;[data-testid="tweetTextarea_0"]&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;Hello from Puppeteer&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;page&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;click&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;[data-testid="tweetButton"]&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  Verdict: Extremely slow (5-15 seconds per action), fragile (Twitter changes their DOM frequently), resource-heavy (needs a full browser), and easy to detect. Not recommended for production.

  ## Option 3: Scraping Libraries (twikit, snscrape)

  Python libraries like `twikit` and `snscrape` reverse-engineer Twitter's internal API. They use your session cookies to make requests directly.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# twikit example&lt;/span&gt;
from twikit import Client

client &lt;span class="o"&gt;=&lt;/span&gt; Client&lt;span class="o"&gt;()&lt;/span&gt;
await client.login&lt;span class="o"&gt;(&lt;/span&gt;
    &lt;span class="nv"&gt;auth_info_1&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;"your_email"&lt;/span&gt;,
    &lt;span class="nv"&gt;password&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;"your_password"&lt;/span&gt;
&lt;span class="o"&gt;)&lt;/span&gt;
await client.create_tweet&lt;span class="o"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;"Hello from twikit"&lt;/span&gt;&lt;span class="o"&gt;)&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  Verdict: Works for personal scripts and one-off tasks. Not suitable for multi-user platforms because you'd need to manage hundreds of sessions. Libraries break when Twitter changes their internal API (which happens every few weeks).

  ## Option 4: Cookie-Based API Services (ChirpAPI)

  Services like ChirpAPI take a different approach: they use Twitter's own internal GraphQL endpoints, authenticated with your session cookies, wrapped behind a clean REST API.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# ChirpAPI — works like any REST API&lt;/span&gt;
curl &lt;span class="nt"&gt;-X&lt;/span&gt; POST https://api.chirpapi.fun/v1/tweet &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-H&lt;/span&gt; &lt;span class="s2"&gt;"Authorization: Bearer YOUR_API_KEY"&lt;/span&gt; &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-H&lt;/span&gt; &lt;span class="s2"&gt;"Content-Type: application/json"&lt;/span&gt; &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-d&lt;/span&gt; &lt;span class="s1"&gt;'{"text": "Hello from ChirpAPI"}'&lt;/span&gt;

&lt;span class="c"&gt;# Response in ~200ms&lt;/span&gt;
&lt;span class="o"&gt;{&lt;/span&gt;&lt;span class="s2"&gt;"id"&lt;/span&gt;: &lt;span class="s2"&gt;"1928374650123456789"&lt;/span&gt;, &lt;span class="s2"&gt;"text"&lt;/span&gt;: &lt;span class="s2"&gt;"Hello from ChirpAPI"&lt;/span&gt;&lt;span class="o"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  Verdict: Fast (~200ms per action), reliable (uses the same endpoints as the Twitter web app), and affordable ($9-99/month). The trade-off is that Twitter can change their internal endpoints, but service providers update their implementations quickly.

  ## Option 5: Nitter / RSS-Based Scraping

  Nitter was an open-source Twitter frontend that scraped public profiles. As of 2026, most Nitter instances are defunct — Twitter blocked the scraping methods they relied on.

  Verdict: Dead for write operations. Was only ever useful for reading public profiles anyway.

  ## Comparison Table

  | Method | Cost | Speed | Reliability | Write Access | Multi-Account |
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;| --- | --- | --- | --- | --- | --- |&lt;br&gt;
| Official API | $100-5,000/mo | Fast | Excellent | Yes | Yes |&lt;br&gt;
| Puppeteer | Free (self-hosted) | Slow | Fragile | Yes | Hard |&lt;br&gt;
| twikit/sns | Free | Medium | Breaks often | Yes | No |&lt;br&gt;
| ChirpAPI | $9-99/mo | Fast | Good | Yes | Yes |&lt;br&gt;
| Nitter | Free | N/A | Dead | No | N/A |&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;  ## Which Should You Use?


    - **Enterprise with budget:** Official API. You get SLAs, support, and guaranteed stability.

    - **Personal script / one-off:** twikit. Free, works for simple use cases.

    - **Production bot / SaaS / agency:** ChirpAPI or similar service. Best balance of cost, speed, and reliability.

    - **Data collection (read-only):** Official API Free tier or academic research access.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;




&lt;p&gt;&lt;em&gt;Originally published at &lt;a href="https://chirpapi.fun/blog" rel="noopener noreferrer"&gt;ChirpAPI Blog&lt;/a&gt;. Try ChirpAPI — 30 free actions, no approval needed.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>twitter</category>
      <category>api</category>
      <category>webdev</category>
      <category>saas</category>
    </item>
  </channel>
</rss>
