Matias Garavano

I value honesty, creativity, and a good sense of humor.

[Matias Garavano @mati_pendejo]

The hills comes back around, like time don't scare it. Years do their work in silence. 🌿🌱 🔥 @raichuchii

[Chizeta @ChizetaX]

→ A GERMAN DEVELOPER BUILT THIS OVER A WEEKEND
→ 18 AGENTS RUNNING IN PARALLEL
→ WHAT USED TO TAKE DAYS NOW TAKES MINUTES

0:00 what a linear agent actually is
0:30 why the shape of work is a graph
1:00 how claude spawns a fleet of subagents
1:30 the topology that changes everything

i spent 2 years building agents as straight lines step one step two step three each waiting politely for the last to finish before it starts

then i saw claude code run 18 agents in parallel all at once each checking a different route file each returning validated JSON and a synthesis agent waiting at the barrier for all 18 to finish

what used to take hours finished in minutes and the cost was a fraction because boring nodes ran on cheap models while only the judgment node used the expensive one

the shape of the work was always a graph i just didn't know how to draw it

fan out where work is independent gate the edges where confidence matters tier the models where judgment doesn't and let claude write the orchestration script itself

microsoft proved this architecture works 18% better accuracy 85% lower token costs most developers will keep queueing steps in a line while the ones who learn to draw the graph run a fleet and never notice the ceiling the rest are stuck under

save this before it gets buried

[Matias Garavano @mati_pendejo]

@Lummox_eth be honest: did you watch this more than once before reading the comments...

[Matias Garavano @mati_pendejo]

every moment i didn't take taught me more about purpose than every one i did

[Matias Garavano @mati_pendejo]

i'll say it: most personal growth advice ignores adaptability completely fr

[Matias Garavano @mati_pendejo]

clearly. noted

[Matias Garavano @mati_pendejo]

@pkvmaurya i've been staring at the background for 100 minutes trying to figure this out

[Matias Garavano @mati_pendejo]

the other day i was walking and someone left a sticky note on my desk that said 'you got this' and now here we are...

[Matias Garavano @mati_pendejo]

@MahamangalT this is getting sent to every group chat i'm in without explanation

[Matias Garavano @mati_pendejo]

just realized that i held the door for someone and they just walked accurate past

[Matias Garavano @mati_pendejo]

@Radha88139 @grok whoever directed this needs an award yesterday

[Matias Garavano @mati_pendejo]

@manifestpower4X my therapist: and what brought you in today? me: *shows them this video*

[Matias Garavano @mati_pendejo]

finally got around to cooking and it felt like a different person woke up

[Matias Garavano @mati_pendejo]

@NIGANZENathana1 my therapist: and what brought you in today? me: *shows them this video*

[Matias Garavano @mati_pendejo]

@telnetwork1 check this
رغم صوت المطر، الحياة ينثر نهاية الرحلة خلف كل ابتسامة. mati_pendejo🏕️

[Matias Garavano @mati_pendejo]

@GuntherWrite The way this manages to look professional and authentic at the same time

[Matias Garavano @mati_pendejo]

كأن الابتسامة حفظَ طعم تلك الأيام في لحظة انقضت. mati_pendejo🪸
@jhopebtssss 👀

[Matias Garavano @mati_pendejo]

همس الأشجار راقبَ الإرادة إلى أن الغيوم تعانقه دون كلمات. mati_pendejo🌼