WEBVTT

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In

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my

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previous

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post

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I

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mentioned

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that

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connecting

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Facebook

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to

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my

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cross

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posting

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app

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Flux

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would

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be

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an

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adventure

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for

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another

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day

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Well

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that

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day

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came

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much

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sooner

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than

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I

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expected

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Here

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is

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the

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new

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Flux

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Agent

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The

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Facebook

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Problem

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The

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core

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issue

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remained

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Facebook

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offers

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no

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API

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for

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posting

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to

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personal

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pages

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Furthermore

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they

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really

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did

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not

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like

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the

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previous

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version

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I

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attempted

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using

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Playwright

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and

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Chrome

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I

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realized

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I

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needed

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a

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different

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approach

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Instead

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of

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trying

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to

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bypass

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their

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systems

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via

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code

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I

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needed

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to

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mimic

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an

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actual

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human

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user

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If

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the

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system

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interacts

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with

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the

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UI

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visually

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just

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like

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a

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person

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the

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website

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cannot

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easily

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distinguish

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it

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from

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a

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machine

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This

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also

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solves

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the

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fragility

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issue

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if

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the

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underlying

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code

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changes

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but

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the

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visual

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remains

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recognizable

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the

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agent

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adapts

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It

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started

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as

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a

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single

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use

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case

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fix

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However

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it

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turned

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into

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a

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solid

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core

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system

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that

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I

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can

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now

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use

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to

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control

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anything

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on

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a

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computer

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or

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perform

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complex

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workflows

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just

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by

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changing

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the

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core

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prompts

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How

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It

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Works

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The

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application

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runs

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quietly

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in

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the

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taskbar

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polling

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a

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remote

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MariaDB

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at

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configurable

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intervals

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Once

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it

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detects

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a

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new

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entry

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the

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workflow

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triggers

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Download

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It

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fetches

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the

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post

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content

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images

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videos

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and

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alt

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text

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Navigation

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It

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opens

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Safari

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and

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navigates

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to

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the

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specific

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URL

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Composition

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It

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opens

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the

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composer

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types

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the

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text

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and

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attaches

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any

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media

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Verification

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If

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links

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are

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present

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it

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waits

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for

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the

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preview

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to

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generate

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Execution

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It

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hits

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post

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and

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closes

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Safari

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Behind

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the

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Scenes

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The

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architecture

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is

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built

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from

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scratch

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without

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relying

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on

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existing

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CUA

00:02:05.361 --> 00:02:05.761
Computer

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Use

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Agent

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frameworks

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The

00:02:08.542 --> 00:02:08.872
logic

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is

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driven

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by

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prompts

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The

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app

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can

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function

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on

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a

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single

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prompt

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that

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describes

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the

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desired

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outcome

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letting

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the

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AI

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figure

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out

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the

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flow

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or

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it

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can

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execute

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a

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chain

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of

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specific

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prompt

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steps

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in

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order

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On

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every

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step

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the

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loop

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is

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consistent

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See

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Take

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a

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screenshot

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of

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the

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current

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screen

00:02:29.645 --> 00:02:30.575
Think

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Analyze

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the

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visual

00:02:32.510 --> 00:02:32.894
data

00:02:32.954 --> 00:02:33.134
and

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plan

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the

00:02:33.678 --> 00:02:33.934
next

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move

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Act

00:02:36.359 --> 00:02:36.814
Trigger

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keystrokes

00:02:37.850 --> 00:02:38.010
move

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the

00:02:38.170 --> 00:02:38.570
mouse

00:02:38.741 --> 00:02:39.287
scroll

00:02:39.500 --> 00:02:39.606
or

00:02:39.686 --> 00:02:40.246
execute

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commands

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The

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app

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reports

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back

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its

00:02:43.109 --> 00:02:43.685
decisions

00:02:43.745 --> 00:02:43.925
via

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logs

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that

00:02:44.789 --> 00:02:45.045
sync

00:02:45.105 --> 00:02:45.765
immediately

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to

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the

00:02:46.142 --> 00:02:46.484
server

00:02:46.740 --> 00:02:47.444
This

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gives

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me

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a

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clear

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view

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of

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what

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is

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happening

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without

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needing

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to

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stare

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at

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the

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desktop

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where

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it

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is

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running

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The

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Model

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Showdown

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Interestingly

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the

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biggest

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challenge

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was

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spatial

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reasoning

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I

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initially

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tried

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using

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OpenAI

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gpt

00:03:02.779 --> 00:03:03.179
5

00:03:03.259 --> 00:03:03.738
nano

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2025

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08

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07

00:03:07.776 --> 00:03:08.216
gpt

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5

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mini

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2025

00:03:10.134 --> 00:03:10.614
08

00:03:10.854 --> 00:03:11.414
07

00:03:12.034 --> 00:03:12.214
and

00:03:12.454 --> 00:03:13.094
gpt

00:03:13.254 --> 00:03:13.574
5

00:03:13.974 --> 00:03:14.294
2

00:03:14.774 --> 00:03:15.813
2025

00:03:16.133 --> 00:03:16.613
12

00:03:16.853 --> 00:03:17.253
11

00:03:17.479 --> 00:03:18.209
While

00:03:18.269 --> 00:03:18.689
capable

00:03:19.229 --> 00:03:19.409
all

00:03:19.462 --> 00:03:19.727
these

00:03:19.795 --> 00:03:20.203
models

00:03:20.251 --> 00:03:20.683
struggled

00:03:20.715 --> 00:03:20.843
with

00:03:20.896 --> 00:03:21.479
calculating

00:03:21.559 --> 00:03:22.119
precise

00:03:22.172 --> 00:03:22.437
mouse

00:03:22.487 --> 00:03:22.837
pointer

00:03:22.897 --> 00:03:23.557
destination

00:03:23.610 --> 00:03:24.193
coordinates

00:03:24.299 --> 00:03:24.829
based

00:03:24.882 --> 00:03:24.988
on

00:03:25.068 --> 00:03:25.948
screenshots

00:03:26.524 --> 00:03:26.908
They

00:03:26.956 --> 00:03:27.148
kept

00:03:27.208 --> 00:03:27.628
missing

00:03:27.648 --> 00:03:27.708
the

00:03:27.778 --> 00:03:28.268
buttons

00:03:28.556 --> 00:03:28.988
sometimes

00:03:29.041 --> 00:03:29.147
by

00:03:29.187 --> 00:03:29.227
a

00:03:29.280 --> 00:03:29.545
heavy

00:03:29.613 --> 00:03:30.021
margin

00:03:30.367 --> 00:03:30.899
So

00:03:31.259 --> 00:03:31.539
I

00:03:31.583 --> 00:03:31.935
switched

00:03:32.015 --> 00:03:32.175
to

00:03:32.255 --> 00:03:32.735
gemini

00:03:32.815 --> 00:03:33.055
3

00:03:33.121 --> 00:03:33.451
flash

00:03:33.511 --> 00:03:33.931
preview

00:03:34.237 --> 00:03:34.967
While

00:03:34.993 --> 00:03:35.045
it

00:03:35.125 --> 00:03:35.285
is

00:03:35.338 --> 00:03:35.603
twice

00:03:35.656 --> 00:03:35.762
as

00:03:35.826 --> 00:03:36.402
expensive

00:03:36.455 --> 00:03:36.561
as

00:03:37.627 --> 00:03:37.679
it

00:03:37.705 --> 00:03:37.757
is

00:03:37.810 --> 00:03:38.075
still

00:03:38.133 --> 00:03:38.713
incredibly

00:03:38.779 --> 00:03:39.109
cheap

00:03:39.381 --> 00:03:40.149
More

00:03:40.209 --> 00:03:40.869
importantly

00:03:41.497 --> 00:03:41.905
Gemini

00:03:41.985 --> 00:03:42.145
3

00:03:42.238 --> 00:03:42.703
Flash

00:03:42.743 --> 00:03:42.863
has

00:03:42.911 --> 00:03:43.103
been

00:03:43.165 --> 00:03:43.661
flawless

00:03:43.767 --> 00:03:43.979
so

00:03:44.039 --> 00:03:44.219
far

00:03:44.363 --> 00:03:44.619
with

00:03:44.699 --> 00:03:45.019
zero

00:03:45.087 --> 00:03:45.495
misses

00:03:45.548 --> 00:03:45.654
on

00:03:45.712 --> 00:03:46.292
coordinate

00:03:46.359 --> 00:03:47.163
calculations

00:03:47.543 --> 00:03:48.443
Why

00:03:48.783 --> 00:03:49.563
And

00:03:50.263 --> 00:03:50.683
Why

00:03:51.029 --> 00:03:51.561
It

00:03:51.614 --> 00:03:51.720
is

00:03:51.768 --> 00:03:51.960
fair

00:03:52.013 --> 00:03:52.119
to

00:03:52.219 --> 00:03:52.519
ask

00:03:52.599 --> 00:03:52.839
why

00:03:52.919 --> 00:03:52.999
I

00:03:53.039 --> 00:03:53.239
would

00:03:53.292 --> 00:03:53.557
build

00:03:53.605 --> 00:03:53.797
such

00:03:53.837 --> 00:03:53.877
a

00:03:53.928 --> 00:03:54.591
sophisticated

00:03:54.687 --> 00:03:55.071
tool

00:03:55.111 --> 00:03:55.231
for

00:03:55.279 --> 00:03:55.471
such

00:03:55.511 --> 00:03:55.551
a

00:03:55.641 --> 00:03:56.271
mundane

00:03:56.351 --> 00:03:56.591
use

00:03:56.687 --> 00:03:57.071
case

00:03:57.743 --> 00:03:58.591
Primarily

00:03:59.177 --> 00:03:59.229
it

00:03:59.289 --> 00:03:59.469
was

00:03:59.549 --> 00:03:59.789
fun

00:03:59.842 --> 00:03:59.948
to

00:04:00.014 --> 00:04:00.344
build

00:04:00.894 --> 00:04:01.224
But

00:04:01.264 --> 00:04:01.544
looking

00:04:01.570 --> 00:04:01.622
at

00:04:01.662 --> 00:04:01.782
the

00:04:01.816 --> 00:04:02.020
bigger

00:04:02.080 --> 00:04:02.500
picture

00:04:03.108 --> 00:04:03.300
this

00:04:03.380 --> 00:04:03.780
agent

00:04:03.840 --> 00:04:04.020
has

00:04:04.078 --> 00:04:04.658
legitimate

00:04:04.738 --> 00:04:05.058
real

00:04:05.124 --> 00:04:05.454
world

00:04:05.527 --> 00:04:06.403
applications

00:04:06.503 --> 00:04:06.803
for

00:04:06.856 --> 00:04:07.361
automating

00:04:07.467 --> 00:04:07.997
tasks

00:04:08.050 --> 00:04:08.156
in

00:04:08.176 --> 00:04:08.236
the

00:04:08.276 --> 00:04:08.636
corporate

00:04:08.702 --> 00:04:09.032
world

00:04:09.432 --> 00:04:09.752
I

00:04:09.784 --> 00:04:09.912
hope

00:04:09.965 --> 00:04:10.071
to

00:04:10.111 --> 00:04:10.311
share

00:04:10.375 --> 00:04:10.631
more

00:04:10.684 --> 00:04:10.790
on

00:04:10.830 --> 00:04:11.030
these

00:04:11.070 --> 00:04:11.350
broader

00:04:11.405 --> 00:04:12.065
applications

00:04:12.161 --> 00:04:12.545
soon

00:04:12.705 --> 00:04:13.025
at

00:04:13.065 --> 00:04:13.185
the

00:04:13.345 --> 00:04:13.665
ai

00:04:13.825 --> 00:04:14.143
Lab

00:04:14.255 --> 00:04:14.703
blog

00:04:15.076 --> 00:04:15.662
If

00:04:15.702 --> 00:04:15.822
you

00:04:15.854 --> 00:04:15.982
have

00:04:16.022 --> 00:04:16.142
any

00:04:16.204 --> 00:04:16.700
specific

00:04:16.760 --> 00:04:16.940
use

00:04:17.020 --> 00:04:17.420
cases

00:04:17.446 --> 00:04:17.576
where

00:04:17.616 --> 00:04:17.656
a

00:04:17.724 --> 00:04:18.132
visual

00:04:18.292 --> 00:04:18.612
AI

00:04:18.678 --> 00:04:19.008
agent

00:04:19.048 --> 00:04:19.248
could

00:04:19.296 --> 00:04:19.488
help

00:04:19.528 --> 00:04:19.648
you

00:04:20.208 --> 00:04:20.368
do

00:04:20.428 --> 00:04:20.608
not

00:04:20.679 --> 00:04:21.247
hesitate

00:04:21.273 --> 00:04:21.325
to

00:04:21.365 --> 00:04:21.485
get

00:04:21.538 --> 00:04:21.644
in

00:04:21.697 --> 00:04:21.962
touch

00:04:22.042 --> 00:04:22.282
via

00:04:22.362 --> 00:04:22.602
any

00:04:22.628 --> 00:04:22.680
of

00:04:22.700 --> 00:04:22.760
the

00:04:22.822 --> 00:04:23.318
channels

00:04:23.398 --> 00:04:23.558
in

00:04:23.578 --> 00:04:23.638
the

00:04:23.702 --> 00:04:23.958
site

00:04:24.015 --> 00:04:24.357
header

00:04:24.637 --> 00:04:25.237
You

00:04:25.277 --> 00:04:25.397
can

00:04:25.437 --> 00:04:25.557
see

00:04:25.617 --> 00:04:25.797
the

00:04:25.845 --> 00:04:26.037
full

00:04:26.133 --> 00:04:26.517
Flux

00:04:26.577 --> 00:04:26.997
posting

00:04:27.093 --> 00:04:27.477
demo

00:04:27.573 --> 00:04:27.957
here