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Bharath Kumar_30
Bharath Kumar_30

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From API Access to Automation Blocks: My Twitter (X) Learning Day

Today I decided to seriously try Twitter (X) automation.

Not just reading documentation.
Not just watching videos.

Actually trying it hands-on.

And honestly… today taught me more than any tutorial.

Step 1: Starting with the Official API

I created a developer account.
Created an app.
Generated:

  • Client ID
  • Client Secret
  • Access Token
  • Bearer Token Everything looked perfect.

I thought:

“Okay da, now automation is easy.”

But reality started showing slowly.

Authentication Errors

When I tried posting using Tweepy, first I got:

  • 401 Unauthorized
  • 403 Forbidden
  • 402 Payment Required

At first I thought I did something wrong.

So I checked:

  • Keys correct ah?
  • Tokens correct ah?
  • Permissions set ah?
  • Read & Write enabled ah?

Everything was correct.

But then I understood the real issue.

The Reality: Paid Access Required

Twitter (X) currently gives limited free access.

To actually post tweets using the API,
you need credits or paid access.

That was the turning point.

Technically I was correct.
But practically, it required payment.

That was frustrating — but also eye-opening.

Because automation is not just coding.
It is also platform policies and business rules.

Step 2: Trying Selenium Automation

Since API was restricted,
I decided to try Selenium.

The idea was simple:

Open browser → Login → Post automatically.

But again…

More errors.

I faced:

  • NoSuchElementException
  • SessionNotCreatedException
  • Chrome crash errors
  • Login detection issues
  • “Could not log you in now” message Twitter is very strict with automation detection.

Even when the code was correct,
the platform behavior was unpredictable.

What I Realized Today

Today was not a failure.

It was a clarity day.

I understood:

  • APIs are controlled ecosystems
  • Access levels matter
  • Authentication is layered
  • Automation is not just code — it's compliance
  • Selenium is not always reliable for secure platforms Most importantly:

Being technically correct doesn’t always mean it will work in production.

That is a powerful lesson.

What I Learned as a Developer

Today improved my understanding of:

  • OAuth authentication
  • API rate limits
  • Access tiers
  • Automation architecture
  • Error debugging Even though I didn’t successfully post via API, I successfully learned how real-world systems behave.

And that matters more.

What’s Next?

I’m not stopping.

Tomorrow I’ll try again.

Maybe:

  • Explore alternative approaches
  • Improve Selenium strategy
  • Or restructure my automation system

Because automation is not one-step success.

It’s iteration.

And I’m just getting started.

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