jesus alejandro cob

o0la soiy divertido

[jesus alejandro cob @espartan_008]

@EagleIntReports

[jesus alejandro cob @espartan_008]

Facts!! Selective memory at its absolute finest. 💀🧠

[leonardo @leoeltimido]

qqqqqqqqqqqqqqq

[jesus alejandro cob @espartan_008]

@melfoy_work

[jesus alejandro cob @espartan_008]

@ChaamiLanzani i'm gonna pretend i didn't see myself in every frame of this

[Mikadzyki🌙 @Mikadzyki_NFT]

YOUR AI AGENT WITHOUT MEMORY IS JUST A VEGETABLE AND HERE'S HOW TO MAKE IT WORK RIGHT

Most agents today simply save the entire chat, embed it and pull out similar chunks. It seems like that's enough, but this is exactly where it breaks

The problem is the agent remembers words but doesn't understand them. It doesn't know whether something is still true, and it keeps both the old fact and its cancellation side by side

Because of this it pulls up outdated information, confuses versions of events and gradually poisons its own context. The database grows while the agent gets less sure which version of the past to trust

The root of it is that memory here is just a warehouse. All the hard work, deciding what a fact means, is dumped on the model at the last moment

The approach here gets flipped. Memory isn't storage, it's a system of deliberate decisions:

> what to write
> where the fact came from
> how to replace old with new
> what to retrieve for the task
> what to forget

These decisions are what turn a warehouse of the past into usable judgment. Storage gives access to the past, the system decides how to use it

And memory isn't needed everywhere. If the current state can simply be queried, memory only creates an outdated copy of the truth

It's worth building from the simplest version. Four components first instead of complex graphs, and you scale up only when the simple version stops coping

This is how you build reliable workflows on Claude Code, where the agent doesn't bury itself in noise but remembers only what deserves to survive

[VOICE (opinion arc) @voicehavefun]

Say Something That Actually Counts.

[jesus alejandro cob @espartan_008]

New modes. Upgraded performance. Can you guess what's behind the silhouette? 👀 Coming this July #medicube #medicubsg #medicubeager #AGER #newlaunch #BoosterProX2 #boosterpro #comingsoon

[jesus alejandro cob @espartan_008]

.chan running for her life @ 674 Yishun Avenue 4! Tell me you use GOTAKEBIKE without telling me. 🤫 $2.99/hr cheapest way to get around the island after the MRT closes, period.

[jesus alejandro cob @espartan_008]

@ScottyBeamIO if you could add one thing to this what would it be

[Cindy Fleming King @Andysgal_35]

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[Marco Ciraiz @MCiraiz]

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[JC7 @julic_7]

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[emanuel rivas vargas @earv_9_7]

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[ahmed abdelkader @a7md_abdelkader]

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[Nickkk @MisterMackk]

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[ivan hernandez romer @i_ivanhr15]

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[luis @ck_emo]

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[edwar velasco @edwar2805]

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[Eduardo sanchez @Eduardosanche75]

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