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I'm<00:00:14.390><c> Luca</c><00:00:14.810><c> Luca</c><00:00:15.080><c> woods</c><00:00:15.470><c> and</c><00:00:15.740><c> I</c><00:00:16.279><c> worked</c><00:00:17.000><c> for</c>

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I'm Luca Luca woods and I worked for
 

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I'm Luca Luca woods and I worked for
code<00:00:17.420><c> centric</c><00:00:17.869><c> in</c><00:00:18.019><c> Germany</c><00:00:18.439><c> as</c><00:00:19.010><c> a</c><00:00:19.099><c> software</c>

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code centric in Germany as a software
 

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code centric in Germany as a software
engineer<00:00:25.960><c> key</c><00:00:26.960><c> engineering</c><00:00:27.619><c> issues</c><00:00:27.920><c> okay</c>

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engineer key engineering issues okay
 

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engineer key engineering issues okay
that's<00:00:29.020><c> that's</c><00:00:30.020><c> a</c><00:00:30.199><c> very</c><00:00:30.230><c> broad</c><00:00:30.619><c> question</c><00:00:30.830><c> so</c>

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that's that's a very broad question so
 

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that's that's a very broad question so
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key engineering issues I think like
 

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key engineering issues I think like
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handling errors error handling is like
 

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handling errors error handling is like
one<00:00:37.519><c> of</c><00:00:37.609><c> the</c><00:00:37.729><c> things</c><00:00:39.159><c> that's</c><00:00:40.159><c> one</c><00:00:40.519><c> of</c><00:00:40.609><c> the</c>

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one of the things that's one of the
 

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one of the things that's one of the
biggest<00:00:40.940><c> problems</c><00:00:41.479><c> because</c><00:00:41.780><c> there's</c><00:00:42.620><c> it's</c>

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biggest problems because there's it's
 

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biggest problems because there's it's
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one thing to handle errors it's another
 

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one thing to handle errors it's another
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thing to recover from errors we've been
 

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thing to recover from errors we've been
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using sorry we've been using more and
 

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using sorry we've been using more and
more<00:00:53.120><c> FP</c><00:00:53.600><c> and</c><00:00:53.809><c> I</c><00:00:53.839><c> think</c><00:00:54.079><c> it</c><00:00:54.170><c> really</c><00:00:54.499><c> helps</c><00:00:54.889><c> with</c>

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more FP and I think it really helps with
 

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more FP and I think it really helps with
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with the general issue yeah that's a
 

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with the general issue yeah that's a
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very good question so our work we use
 

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very good question so our work we use
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like at the moment we use a lot of
 

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like at the moment we use a lot of
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different we lose we use the streaming
 

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different we lose we use the streaming
mechanism<00:01:14.690><c> on</c><00:01:15.080><c> the</c><00:01:15.200><c> front</c><00:01:15.410><c> end</c><00:01:15.530><c> at</c><00:01:15.710><c> the</c><00:01:15.800><c> back</c>

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mechanism on the front end at the back
 

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mechanism on the front end at the back
end<00:01:16.160><c> and</c><00:01:17.740><c> in</c><00:01:18.740><c> the</c><00:01:19.160><c> past</c><00:01:19.370><c> we've</c><00:01:19.550><c> had</c><00:01:19.580><c> trouble</c><00:01:20.330><c> to</c>

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end and in the past we've had trouble to
 

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end and in the past we've had trouble to
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like scale that up to a different to a
 

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like scale that up to a different to a
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certain degree and basically we've
 

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certain degree and basically we've
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introduced a new library and with
 

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introduced a new library and with
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streaming library and that that's gotten
 

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streaming library and that that's gotten
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like rid of most of the issues but we're
 

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like rid of most of the issues but we're
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not doing like super crazy distributed
 

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not doing like super crazy distributed
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computing yet I don't know maybe that's
 

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computing yet I don't know maybe that's
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okay<00:01:48.630><c> that's</c><00:01:48.810><c> a</c><00:01:48.930><c> good</c><00:01:49.050><c> question</c><00:01:49.460><c> I've</c><00:01:50.460><c> been</c>

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okay that's a good question I've been
 

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okay that's a good question I've been
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well issues with scale usually come down
 

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well issues with scale usually come down
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to having some sort of state that you
 

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to having some sort of state that you
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want to share across nodes so we're not
 

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want to share across nodes so we're not
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using things like spark yet not not in
 

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using things like spark yet not not in
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production but I couldn't imagine like
 

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production but I couldn't imagine like
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running some of that to do like a lot of
 

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running some of that to do like a lot of
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the things we're currently doing like on
 

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the things we're currently doing like on
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on the individual like servers so yeah I
 

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on the individual like servers so yeah I
don't<00:02:23.820><c> know</c><00:02:24.000><c> it's</c><00:02:24.240><c> it's</c><00:02:24.480><c> a</c><00:02:24.660><c> tough</c><00:02:24.840><c> question</c>

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don't know it's it's a tough question
 

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don't know it's it's a tough question
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something like that okay functional
 

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something like that okay functional
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programming I think has benefited as a
 

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programming I think has benefited as a
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lot like we use it we've introduced like
 

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lot like we use it we've introduced like
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function programming language from time
 

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function programming language from time
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to time a lot of different libraries but
 

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to time a lot of different libraries but
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in the end what we got was a lot of more
 

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in the end what we got was a lot of more
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more reason reason ability about like
 

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more reason reason ability about like
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our code we we have much stronger
 

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our code we we have much stronger
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guarantees inside the type system so I
 

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guarantees inside the type system so I
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think we did a lot of things that that
 

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think we did a lot of things that that
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basically allow us to say okay I'm I can
 

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basically allow us to say okay I'm I can
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feel good about changing something and
 

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feel good about changing something and
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maybe<00:03:18.850><c> part</c><00:03:19.120><c> of</c><00:03:19.180><c> it</c><00:03:19.330><c> I</c><00:03:19.450><c> think</c><00:03:19.480><c> it's</c><00:03:19.780><c> like</c>

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maybe part of it I think it's like
 

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maybe part of it I think it's like
definitely<00:03:20.380><c> the</c><00:03:20.770><c> people</c><00:03:21.130><c> because</c><00:03:21.610><c> I'm</c><00:03:21.790><c> I</c><00:03:22.120><c> know</c>

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definitely the people because I'm I know
 

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definitely the people because I'm I know
a<00:03:22.630><c> lot</c><00:03:22.900><c> of</c><00:03:22.930><c> people</c><00:03:23.380><c> from</c><00:03:23.770><c> like</c><00:03:23.980><c> online</c><00:03:24.370><c> I</c><00:03:24.400><c> live</c>

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a lot of people from like online I live
 

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a lot of people from like online I live
in<00:03:24.760><c> a</c><00:03:24.930><c> smaller</c><00:03:25.930><c> child</c><00:03:26.230><c> in</c><00:03:26.410><c> Germany</c><00:03:26.590><c> and</c><00:03:27.340><c> I</c>

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in a smaller child in Germany and I
 

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in a smaller child in Germany and I
don't<00:03:27.850><c> often</c><00:03:28.330><c> meet</c><00:03:28.660><c> these</c><00:03:29.230><c> all</c><00:03:29.770><c> of</c><00:03:30.010><c> these</c>

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don't often meet these all of these
 

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don't often meet these all of these
people<00:03:30.490><c> that</c><00:03:30.520><c> I</c><00:03:30.640><c> interact</c><00:03:31.450><c> with</c><00:03:31.540><c> a</c><00:03:31.660><c> lot</c><00:03:31.750><c> and</c>

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people that I interact with a lot and
 

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people that I interact with a lot and
like<00:03:32.230><c> open</c><00:03:32.590><c> source</c><00:03:32.710><c> projects</c><00:03:33.430><c> and</c><00:03:33.670><c> like</c><00:03:34.000><c> the</c>

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like open source projects and like the
 

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like open source projects and like the
Gator<00:03:34.840><c> shadow</c><00:03:35.230><c> always</c><00:03:35.800><c> things</c><00:03:36.280><c> and</c><00:03:36.610><c> like</c>

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Gator shadow always things and like
 

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Gator shadow always things and like
meeting<00:03:37.360><c> them</c><00:03:37.510><c> meeting</c><00:03:38.020><c> them</c><00:03:38.200><c> talking</c><00:03:38.590><c> to</c>

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meeting them meeting them talking to
 

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meeting them meeting them talking to
them<00:03:38.830><c> and</c><00:03:39.100><c> in</c><00:03:39.190><c> real</c><00:03:39.310><c> life</c><00:03:39.340><c> it's</c><00:03:39.670><c> it's</c><00:03:39.970><c> super</c>

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them and in real life it's it's super
 

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them and in real life it's it's super
cool<00:03:40.390><c> I've</c><00:03:40.600><c> had</c><00:03:40.780><c> tons</c><00:03:41.440><c> of</c><00:03:41.620><c> fun</c>