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From YouTube: Kubernetes SandBox Thanos
Description
KCD Brasil 2022 - Vamos bater um papo e compartilhar como o banco vem adotando uma plataforma totalmente open-source em alta disponibilidade com Prometheus, Kubernetes e Thanos. Apelidado de CloudMetrics, a nova plataforma de métricas vem democratizando a adoção de observability pelos times e ampliando o numero de soluções open-source dentro da maior instituição financeira da América Latina. Vamos percorrer sobre esse case mostrando a sua implementação, arquitetura e alguns insights positivos e negativos.
B
B
C
A
B
C
DSR
using
thanos
boxing
trend,
and
we
have
our
team.
Please
pass
quickly,
I
good
quickly.
We
passed
a
few
points
quickly
and
I'm,
not
from
the
site.
I
said
I
was
the
worst
of
the
team
until
a
little
while
ago,
I
ended
up
changing
here,
enter
the
mind
at
the
bank,
but
it
monitors
the
metrics
team
that
the
shoulder
crime
that
takes
care
of
the
shoe
form
today
and
there
were
many
challenges
of
the
year.
So
whoever
has
to
share
with
you
here
today
is
a
little
bit
of
what
we
went
through.
C
What
we
lived
and
what
you
need
to
change
our
platform
is
good,
so
it
was
a
quick
one.
Today
within
Itaú
we
go
there
accounting
community,
ok,
so
we
are
focused
100%
on
you
and
on
accounting
in
delivering
better
products,
and
our
teams
are
multidisciplinary
teams.
So,
there
will
be
people.
There
focused
on
cloud
focused
on
development,
focused
on
infrastructure,
Sá,
Cold
anyway,,
a
little
bit
of
everything.
C
We
usually
say
that
we
knife
it
in
the
pillars
of
Sr
plus
two,
so
we're
going
to
attack
biometric
vlogs
three,
yes,
and
we
were
two
more
than
the
APM
part
and
the
part
of
the
cause
of
a
thousand
in
which
we
also
embrace
this
of
ours.
In
this
new
endeavor.
Today
we
are
going
to
the
bank's
main
metrics
platform.
The
bank
is
very
large,
right.
There
are
more
than
10
thousand
employees
only
in
technology,
always
employees
everywhere.
C
C
In
urbania
always
that
we
can,
whenever
the
solution
is
viable,
we
are
using
it
to
think
if
it
is
so
good
to
deliver
the
comment
here
that
the
bank
is
moving
to
be
able
to
contribute
more
to
the
community.
They
think
so
so
the
bank
is
creating
its
internal
policies
as
soon
as
possible.
Itaú
people
will
be
able
to
comment
on
code
using
Itaú's
own
world
and
that's
really
cool
for
the
community
and
the
market.
Did
it
too.
C
A
Good
one
is,
my
name
is
William
and
yours
there,
with
Pedrão
together
in
the
city
of
compliance,
then
I'll
show
you
a
Case
that
we
have.
This
is
where
we,
the
platform
for
doctors
based
on
some
open
source
tools,
is,
and
that
maybe
the
main
one
and
internal
or
external,
is
the
great
creator
of
this
project.
A
Let's
talk
about
some
other
tools
that
make
up
what
you
understand
and
we'll
pass
on
some
configurations
that
we
say
there
are
the
keys
to
blocking
So.
Let's
go
there
then,
because
of
tennis
there
is
the
bench.
It
is
not
only
white
but
also
a
good
part
of
the
people
who
decide.
There
is
to
start
this
journey
of
metrics,.
You
must
have
already
heard
about
the
thanos.
There
are
no
other
Play,
there
are
other
other
cool
solutions,
but
the
suits
r
we
ended
up.
A
Seeing
some
of
the
positive
points
of
the
quantum
energy
adopted
is
one
of
them
here
that
the
cast,
right,
nor
Estela's
speed
is
retention
with
perfumes
and
it
is
within
our
solution
to
we
have
the
need
to
have
another
meal,.
It
is
both
dangerous
and
in
terms
of
the
number
of
metrics
and
the
training
session
proved
to
be
quite
performant
within
what
we
expected
for
the
consultations
and
for
the
people
who
use
the
platform,.
You
should
only
use
them,
then
we
can
also
put
it
in
high
availability.
A
So
we
can
have
some
scalable
components
that,
at
the
time
of
the
consultation,
also
suffer.
Some
load
is
history
of
low
course.
Maybe
I
put
it
in
bold
right
in
Buriti
that
maybe
this
is
also
one
of
the
main
points
who
were
present
and
adérito
answered
the
question
to
join.
Ok,
then
we
achieve
independence.
Your
Cloud
manages
to
put
3
more
for
WS
in
the
rock
Story
inside
silver
Google
anyway,
and
see
it
too
and
I
was
famous
yesterday
and
always
also
that
makes
us
achieve
these
retentions.
Even
in
the
long
term,.
A
A
A
This
sewing
has
Renton
and
Kubernetes
better
shape,
and
you
can
talk
a
little
bit
on
how
we
implemented
it
too,
and
although
it
is
not
the
main
point,
but
we
will
go
over
there
a
little
bit
of
how
we
recorded
this
from
the
network
layer
within
the
clan
for
us
to
go,
we
chose
this
is
a
little
It
may
seem
a
little
bullet
of
cannon
that
anyone
can
do
is
just
for
starting
from
the
network,
but
here
at
the
beginning
we
proved
it
to
me.
We
made
some
seals.
A
It
proved
to
be
quite
stable
for
starting
from
high
request.
Although
we
have
some
I
thought
it
might
be
a
a
little
nervous,
but
you
will
see
that
the
implementation
of
the
rubbish
was
done
here
in
a
hurry
for
this
platform,
a
little
simpler
and
not
carrying
so
many
components.
That's
how
much
it
had
the
part
of
doctors,
application,
thanos
promises
connections
and
from
milk.
We
also
use
it.
A
The
solution
for
the
planet:
there,
oil
in
energy,
together
cutting
interest
to
be
able
to
make
this
part
of
the
rule,
storage
and
going
forward
to
prove
that
in
the
blacksmith
house,
Espeto
de
pau.
We
are
going
to
talk
a
little
about
how
to
observe
the
observability
of
this
good
platform.
So,
let's
go
all
the
part
of
the
whole
infrastructure
went
to
the
Senate
aviary
terraform.
So
it's
today
to
watch
all
the
posters
and
all
the
management
of.
C
A
That
are
decorated
inside
these
plans.
They
are
all
in
chats,
so
we
have.
There
part
there
I
had
that
we
took
an
exclusive
card
taking
a
great
one,
to
fill
from
the
grafana
the
garbage
itself,
even
if
they
are
shorts,
society
has
to
need
for
the
videos
that
the
is
an
internal
product
of
what
it
does
from
the
observability
of
the
services
that
we
have.
Butane
I
would
go
to
the
plans
themselves
and
it's
a
blog
tool
here
that
we
use
too
I.
Don't
think
let's
go
there.
A
A
We
will
probably
have
this
list
in
front
of
us
being
able
to
share
with
you
a
little
about
charging
right.
So
we
have
three
things
right
for
each
type,
so
sad,
identical,
So
the
we
have
a
dedicated
structure
to
have
a
healthy
place
in
production,
and
here
is
a
curiosity.
We
deal
with
how
we
are
Spice
who
take
care
of
this
product.
In
this
way,
so
for
us,
Independence
It
must
be
some
things
get
leased
where
How
to
fine
tune.
A
A
So
talking
a
little
now
about
how
we
attribute
to
these
I
think
these
names
are
equivalent.
It
is
worth
mentioning
that
when
we
enter
the
fabric,
there,
right?
Putting,
some
application
inside
the
component
I
think
it
will
be
worth
a
lot
to
understand
how
the
application
also
works.
So
we
did
a
study
or
even
less
here
and
today
the
we
arrived
like
this
in
a
phase
of
ascension,
let's
say
with
respect
to
the
platform
and
counting,
but
it
also
took
a
certain
period
for
us
to
mature
ET.
A
So
great,
as
we
know
today,
add
So.
You
again
go
back
to
each
type
of
gold
to
deceive
right
like
that
to
have
a
little
more
residence
there
close
to
kubernetes.
So
we
separated
it
into
three
as
follows.
So
we
Help
specific
workloads,
one
aimed
at
having
us
Harry
na
is
one
of
the
components
they
thought
talk,
a
little
more
about
the
components
It
is
aimed
for
Plato
to
see
us.
A
So
we
made
the
helmet
one
of
the
garbage
bins,.
These
guys'
part
is
today
that
we
work
like
this,
percent
in
the
WS,,
so
you
know
that
this
part
of
the
helmet
for
each
type
of
application
is
important,
so,
in
addition
to
Lycra,
this
also
has
some
limitations,
one
type
of
instances
the
amount
of
can
be.
We
can
shorten
the
distance.
So
this
is
a
wednesday
is
also
within
that
nut
plan,
and
we
also
put
a
little
here
do
think
about
it,
right,.
A
A
A
Because
we
typed
with
him
all
the
machines
from
the
Sport
lesson
and
also
how
to
return
I'm
talking
a
little
about
the
network
part
as
we
did
the
implementation
of
the
Garbage.
So
we
took
the
garbage
to
be
able
to
gain
a
little
more
control
inside
from
the
traffic,
right
from
the
back,
and
so
it's
very
simple.
As
I
said
the
day
we
use
two
are
very
simple
from
the
garbage,
we
didn't
get
to
componentize
in
full.
A
There
are
two
dedicated
languages,
for
Perry
and
one
for
Perry
and
one
possible,
right,.
So
there
are
two
beautiful
ones,
and
each
one
is
careful
there
in
the
nlb
of
our
main
account
to
be
able
to
do
all
the
interface
service
for
the
other
accounts
too,
right,
and
it
gives
one
of
the
gains
there
that
we
saw
that
the
garbage
even
of
the
configuration
part
that
we
found
very
explanatory,.
It
makes
documentation
to
do
this.
A
A
A
Go
Frontier
na
for
those
who
don't
know
history
there,
it
works,
I,
put
it
there
more
or
less
for
the
PS3
one,
even
with
a
sense
of
the
milk
test,
are
S3
Recife
cool,
the
main
person
responsible
for
doing
what
is
to
receive
the
metrics
from
pro
mitos,
right
via
remote,
Lite
Hi,
and
we
have
a
fight.
It
is
to
be
able
to
do
the
hiring
part
and
also
the
dalsenter
of
the
PSDB,
who
are
S3
Hi
whenever
they
are
there
with
him
right.
A
That
is
It's
very
interesting,
I,
don't
know
if
anyone
has
tried
to
put
it
what
was
promised
and
make
the
Consul
various
products
and
consult
with
him
so
with
him.
He
also
plays
a
role
there
too,
not
only
to
make
a
consultation
but
also
a
duplication,
role,
right.
There
are
other
tools
that
we
have
to
start
with.
When
you
have
a
commitment
distributed
you
it
makes,
you
know
the
education,
but
here
within
the
training
of
this,,
it's
already
contemplated
with
it
front
there
for
the
part
of
it
makes
an
interface
that
I
entered.
A
The
connection
is
not
the
right
part
and
bend
it
when
you're
going
to
do
something
with
it
as
proof,
and
it's
also
possible
for
you
to
fit
in
with
it.
That's
why
it's
there
like
the
elephant
is
one
more
layer
Where
you
can
gain
a
little
more
efficiency,
even
depending
on
the
neck,
you're
doing
a
test
even
using
other
types
of
credit
card.
A
You
still
know
the
market
and
there's
Penis
Júnior,
he's
basically
the
one
he
plays
the
role
of
there's
a
little
bit
there
in
the
promises
too,
and
it's
evaluating
the
donations
in
making
a
raffle
for
worldwide
consumption.
He
keeps
scrapping
the
items
that
you
register
to
be
able
to
see
if
any
rule
was
violated
or
not,
and
then
we
need
to
stay
ahead
too,
to
marry
hi
to
be
able
to
do
this
part
of
operation.
So
It
is
worth
mentioning
that
in
each
client.
Here
there
is
within
the
clan.
A
He
has
his
mind
Face
with
the
sexiest
of
the
year,
but
It's
a
super
way
that
we
found
to
make
gains,
there's
a
gain
in
resilience,.
It's
the
penis,,
it
works,.
We
configured
it
in
the
com
to
have
before
each
client
and
we'll
talk
a
little
later
about
the
present,
and
then
we
use
it
in
the
consumption
bill,.
So
we
stop
to
think
about
it,.
We
have
our
account,.
The
customer
account
is
where
they
really
have
others
and
I
promised
it
acts
as
a
remote
North.
Sending
these
with
these
doctors.
A
To
all
of
you
will
see
here,
curiously,
that
we,
it's
also
put
the
S3
inside
the
customer's
account,
because
here
inside
the
bank,
each
account
there
has
a
cost
center,
so
the
S3
is
in
the
account
of
what
Hi
guys
has
a
specific
outfit
with
it.
Look
and
I
do
this
account
and
permission
from
thanos
so
much
to
do
the
Lilith's
Tale
Cut
in
you
need
to
do
not
all
the
client's
banks.
We
also
already
have
a
front
advice
to
remember:
is
it
wasn't
crashing?
We
have
it
now.
A
When
you
are
going
to
configure
the
suits,
you
need
to
have
necessary
to
do
the
for
you
to
receive
these
metrics
right
and
it
has
the
component
that
it
calls.
This
is
the
rest
right
that
you
create
a
penalty
from
thanos
right
And.
This
theme
is
very
much
related
with
that
life
that
the
we
tried
it
inside
the
garbage,.
So
it's
just
to
leave
the
rest
inside.
You
can
create
several
sneakers
where
you
can
create
a
group
to
receive
to
be
able
to
receive
metrics.
A
So
here's
a
little
bit
the
configuration
is
not
what
we
like
used
So.
We
have
the
rest
here,
Here's
even
an
example
of
the
same
rest.
Here,
in
the
same,
we
have
this
one.
It
has
three
it's
a
pity
right,
so
it
's
stubborn
here
that
there's
no
taking
it
I
have
two
groups
of
reefs.
It's
no
wonder.
I
have
this
internet
well
without
here.
Also
with
these
two
groups
and
I
have
softnyx,
and
there
is
also
only
one
to
receive
the
tour
so
to
receive
you
have
this
possibility
of
you
creating
different
themes.
A
A
Basic
11
antenna
so
that
you
suffer
a
penalty
where
you
would
receive
few
metrics
and
you
can
go
to
the
seed
of
people,
consider
the
documentation
screen.
It
is
searched
as
Rádio
Terra.
So
I
can
hang
several
of
these
see
here.
On
top
of
this
theme
where
and
when
this
it's
necessary,
When
you're
going
to
deal
with
a
high
volume
of
metrics,
it's
a
way
that
the
terms
he
has
to
handle
the
job-
it's
not
necessary,
so
that
making
a
woman
not
a
little
more
lay.
A
Is
you
having
a
set
of
Recife
where
he
can
do
this
this
this
this
end,
consequently
buying
these
purchases
and
also
recording
this
data?
So
if
you
have
a
classic
one
is
too
big
and
a
promising
one
for
winter,
a
lot
the
same
time.
Probably
if
you
have
training
there
on
the
receipt,
it's
just
one
for
the
milk,
it
won't
give
account
to
sell
it
will
close
the
book
of
his
life.
There
will
be
some
problems
and
then
the
way
to
get
around
this
is
to
create
antennas
with
big
ones.
A
Jessy
will
help
you
to
support
the
high
demand.
The
device
is
ok.
And,
then,
how
do
we
do
it?
The
dash
to
get
there,
right
so
I
have
Tenente
is
configured.
So
if
you
go,
if
you
see
here,
it
uses
this
value
here
within
this
restinho
configuration
to
be
able
to
do
the
lieutenant's
mete
right
and
I
train
internet
is
the
leader
is
the
standard
carriage
that
I
had?
It
can
also
be
used?
Suddenly
you
didn't
like
it
asking
you
can
put
the
other
one
if
you
want,
but
in
this
case
we
kept
it
right.
A
A
What
we
quit,
let's
see,
I'm
service,
a
component
of
the
garbage
that
creates
in
simply
He
turned
to
reimburse
it
for
you
to
be
able
to
make
this
creation
good,
so
he
Benfica,
who
must
feel
this
interesting
of
a
mete
simply
he
he
directs
here
to
those
of
this
Nation
and
that
he
was
registering
fruit
in
the
40s
functions.
We
do
da
in
the
same
way
So
we'll
notice
at
the
beginning
when
I
said
each
and
every
one
that
we
have
the
namespace
and
counts
on
it
and
such
an
ecosystem
of
it.
A
A
And
the
client
is
in
his
grafana
organization,
he
created,
he
makes
the
requests.
The
beast
is:
send
me
this
training
seed
for
us
So.
We
can
add
you,
he
stops
thanos
with
him
Hi
and
then
all
this
guys,
because
we
here,
you
will
show
some
of
the
numbers
we
work,
even
with
high
volume
and
that
of
large
amounts
of
Indian
metric
pendant
for
us
to
go.
A
There
are
other
ways
of
also
of
be
very
interesting
within
the
plan,
but
there
are
some
ways
and
then
I
think
maybe
one
of
the
coolest
things
we
work
with
Vitor
being
happy
can
also
create
new
solutions
and
they
thought
you
new
ones,
because
the
tool
allows
that
for
us
and
this
it's
a
way
we
found
the
promised
part
So.
You
know,
and
it's
been
in
the
client's
account,.
It's
the
settings
here,
I'm
bringing
a
sc2
configuration,
right,,
but
the
conception
for
humble
doctors
is
basically
the
same
both
here
and
for
the
other
services
So.
A
I
brought
a
young
man
that
we
use.
You
excuse
him
to
be
able
to
do
the
Oh
I,
don't
know
if
it's
an
inventory
of
the
winners
in
the
customer's
account.
Do
it
yourself
do
the
quality,
measuring
tapes
right
we
instrument
and
this
collection.
It
starts
from
a
tag
that
we
put
So
here.
We
have
a
technique
like
that
remedy
and
whatever
it
is
easy
to
commit,
identify
this
machine
and
start
collecting
the
metrics
It
is
worth
mentioning
that
all
the
images
of
the
bank
room
are
already
born
with
the
doors
today
inside
the
flow.
A
So,
basically
that's
it
I've
already
covered.
That's
why
we
have
this
one
loose
and
here
for
the
last
one
Remo
and
in
the
Band
Sprint
Ponte
do
thanos
all
the
accounts.
They
have
is
my
Ponte.
Do
thanos
PC
complete,
figured
then
from
birth?
He
himself
confessed.
The
people
of
Cláudio
do
barão
with
him.
He
already
creates
an
account.
These
people
are
already
available
there
to
be
used
on
the
PC,
so
he
also
enters
with
a
photo
of
the
entire
service.
A
Is
so
talking
now
a
little
bit
of
free
Anna.
We
have
the
thanks
to
us
separating
everything
here
left
me,
so
each
account
we
have
more
or
less.
If
each
is
giving
a
little
bit
of
the
scenario
that
account
there,
we
can
have
you
I,
don't
think
there
are
three
Gabriela
accounts.
Forget
it
should
vocation
introduction
So
these
Guys.
It
should
come
out
among
which
what
opinion
about
it.
They
then
in
the
graph
they
have
their
organization.
A
Tell
me
a
little
about
grafana
as
we
are
grafana
provision
right
then,
as
I
said,
everything
is
connected
with
our
self-service
right,
so
we
use
it
the
graphorn,
the
provision
in
for
those
who
don't
know
it's
like
a
structure,
an
automation
that
grace
doesn't
have
there
similar
to
some
templates.
They
give
I'm
São
Miguel
Cervantes
like
this,
but
you
can
make
a
template
so
much
to
give
that
strength
and
tell
for
dashboards.
So
we
need
it
to
be
able
to
provision
these
operations
within
hours.
A
Have
a
data
visualization
when
other
doctors
start
to
arrive
there,
so
there
is
so
much
to
look
two
appears.
We
also
provide
standard
rains.
I
people
can
also
go
to
make
the
dashboard
as
he
wants
too,
if
it
is
necessary,
his
good
so
visualization
to
be
here
a
little
now
for
Alert.
So
we
only
use
gold
to
be
able
to
do
this
Sync
with
his
rules
and
see
if
any
rules
were
there
in
Fairy
or
not,.
A
These
rules
are
how
we
did
it
developed
here,
never
like
I'm,
a
bit
of
the
culture
of
Bertioga,
but
we
developed
a
component,
a
connector
right
that
it
synchronizes.
We
have
an
ambient
repository.
It
keeps
all
the
goals
on
all
the
sheets
right
all
the
alert
rules.
It
makes
a
belt
of
every
two
minutes.
Listening
to
a
read,
and
when
this
is
the
code
triggering
an
Alert,
he
does
it
Sends
this
one.
They
are
Paulo
just
like
that.
We
then
it's
time
to
take.
A
A
A
A
Little
about
you,
a
skill
So:
these
are
the
tools
here
in
I'm
here
below
the
form
banks
and
I
promised
subcentimeter
to
monitor
this
whole
ecosystem
that
we
talked
about
right,
And,
here,
's
a
little
bit
about
some
information
that
we
have
to
have
some
time
of
the
graphene
that
we
have
I'm
going
to
show
you
a
place.
There
are
some
alerts
here.
We
know
that
showing
only
beautiful
can't
be
obtained,
so
we
also
have
it
here.
A
guys
show
us,
so
you
see
here
that
he
has
one.
B
A
One
here
is
a
view
of
a
process
It's,
just
production
that
we
have
to
know
current
Make
2012
12
thousand
operations
here
per
second
occurred
in
a
God.
The
error
rate
is
low,
but
we
have
a
lot
of
things
being
monitored.
I
can
say
labyrinthitis
right
from
here
I
and
there
was
a
of
the
regions
that
they
like
the
most,
right,,
it's
one
back.
When
we
started,,
we
saw
that
there
wasn't
this
deficiency
a
little
bit
and
with
this
new
version
that
it
brought
with
this
15,,
we
implemented
it,.
A
It
took
a
lot
of
strength
there
in
terms
of
its
ability
of
the
product.
So
we
can
see,
for
example,
here
is
the
second
kidnapping
of
each
of
each
we
have
to
receive
so
we
get
to
the
detail.
We
can
have.
A
very
good
personality
with
this.
Here
is
about
with
each
receiver.
Here
is
receiving
and
also
everywhere
of
latency.
A
We
have
a
success
rate
there
when
we
uploaded
this
new
one
to
wash
the
platform,
so
we
try
to
do
other
problems,
but
this
also
has
a
lot
from
a
past
revolution
that
was
in
several
I
also
hope
to
pass
in
the
past
to
be
able
to
reach
this
maturity,
and
we
have
it
basically,
today
there
counting,
basically
almost
3,500
of
the
second
process
in
the
region,
capacity
of
10,000,
we
process
there
house
around
500bii
millions
of
doctors
a
day,
Believe
me,.
This
is
the
number
we
have,
it's
just
about
a
month.
A
600,
you
can
see
us
today
we
made
a
balance.
There
810
accounts
right,
that's
it
810
accounts
not
having
metrics
of
different
types
or
load
and
so
much
application.
There
are
also
some
teams
that
are
such
a
useful
instrument
to
send
doctors
to
fruit
years
is
one.
This
is
a
very
cool
thing
and
Cloud
and
more
than
2,000,
who
more
than
2,000,
with
penises
there
rotation
by
crust,
right
these
moments.
Here
you
can
understand,
are
porous
and
the
well,
I
brought
some
references.
I
wanted
to
bring
a
live
demo
But.
A
We
couldn't
bring
them,
we're
going
to
do
a
big
job
of
sharing
this
cheese
and
sharing
it
more
with
the
community
as
Pedro
already
said,.
So
we
put
here
some
references
that
we
stayed
in
the
community
itself,
each
component
is
to
be
able
to
bring
a
little
more
on
sites
for
you
and
that's
it,,
good
people.
Here's.
The
profile.
A
A
A
Here
I
would
like
to
make
friends
also
the
people
here
at
the
event
thanked
us
for
the
opportunity
we
are
talking
here,
showing
a
little
more
people
are
growing
in
this
open
source
world
and
bringing
it
to
the
big
institutions.
I
didn't
do
it
like
that,
and
also
say
that
this
work-
everyone
here
belongs
to
our
team,
right?
I
was
chosen
here
to
be
able
to
talk,
but
we
have
to
take
the
foul
from
behind
and
also
carry
our
Marcele
out
of
the
box
a
little
there
to
come
up
with
some
solutions.
C
Do,
you
want
to
say
something
there?,
some
questions
here
in
the
chat,
but
we
answer
right
away
here.
The
people
are
on
top
of
time.
That's
also
everyone
over
there.
She
patience
there
and
needing
to
get
in
touch
with
us
and,
let's
have
a
chat.
Let's
talk
about
the
The
subject
is
to
contribute
a
lot
to
the
community.