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Evan Marshall @amish_code

CTO at Ito AI Mountain View, CA Joined January 2012
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Evan Marshall @amish_code

2 weeks ago

@fede_intern I just hope it treats me like I treat my cats.

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Evan Marshall @amish_code

2 weeks ago

@fede_intern Definitely not but one day it'll happen.

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Evan Marshall @amish_code

2 weeks ago

@secparam There already is a competition. It's called "Breaking the Internet."

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Evan Marshall @amish_code

2 weeks ago

@localstack how is there not a decent localstack for gcp?

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Evan Marshall @amish_code

2 months ago

@cryptodavidw AI should only release proofs as zero knowledge proofs. Otherwise, people will just use AI to explain it to them.

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Evan Marshall @amish_code

2 months ago

@HaktanSuren press conference is exactly it. the fix isn't a better spokesperson, it's cross examination, a reviewer that runs the code and doesn't take the author's word for anything

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Evan Marshall @amish_code

2 months ago

@sumeetjain the audit trail point is underrated. a human LGTM captures nothing, an agent gate leaves behind the checks it ran and why it approved, which is a stronger control than the one it replaced

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Evan Marshall @amish_code

2 months ago

@testingcatalog review is quietly becoming the layer everyone wants to own. writing code got cheap, deciding what merges didn't

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Evan Marshall @amish_code

2 months ago

@Dillon_Carter review inside the loop is the trick, findings get fixed before a human ever sees the PR instead of bouncing back a day later

Evan Marshall retweeted
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Barron @BarronCaster

2 months ago

We just launched Ito on ProductHunt because code review shouldn't stop at the diff. Ito builds your app, runs the PR, and shows you what broke. producthunt.com/products/ito-a…

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Evan Marshall @amish_code

3 months ago

@circuitoftmrw @mattpocockuk You could try an OSS tool I made for verification: github.com/heyito/moo . It'll spin up microVMs and collect runtime evidence

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Evan Marshall @amish_code

3 months ago

@Aaronontheweb at least for now until we get robotics

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Evan Marshall @amish_code

3 months ago

@tapasadhikary you should try @QAwithIto for code review. It actually runs your code instead of looking at it really hard

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Evan Marshall @amish_code

3 months ago

@DoltHub dolthub.com/blog/2026-07-2… Thank you for the awesome write up on Ito. Code review needs to run code to find & validate issues

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Evan Marshall @amish_code

3 months ago

@ryanbrewer The IC role is gone, everyone is management now

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Evan Marshall @amish_code

3 months ago

@0xAndros faster mistakes is exactly it. That's why we built @QAwithIto to actually run your code before you ship

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Evan Marshall @amish_code

3 months ago

@sairahul1 five parallel sessions is the easy part, trusting the output enough to merge is the bottleneck. the review layer is the actual unlock in that setup. your status page shouldn't look like a christmas tree

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Evan Marshall @amish_code

3 months ago

@Timur_Yessenov the stop rule is the one nobody actually writes down. what does yours look like in practice?

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Evan Marshall @amish_code

3 months ago

@wokepadia the cheerful approve is the scarier half, finding bugs is cheap, vouching for code nobody ran is not

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