kerry collins

[kerry collins @natashakerry]

My dog sneezed and scared themselves and it made my whole day. ☕

[🌺Sai🌺 @Sai60012]

Hail, hail Mother Mahalakshmi!
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O Mother Lakshmi, seated on the @grok

[kerry collins @natashakerry]

Hot take: the snooze button has ruined more mornings than it has saved ☕

[Seeker @bykushnir]

YOUR AI AGENT DOESN’T FAIL BECAUSE IT FORGETS.

It fails because it remembers the wrong thing at the wrong time.

Context engineering controls one inference call:

What enters the window.
What gets compressed.
What gets deleted.
Where the critical information is placed.

Memory engineering controls everything that survives afterward:

What gets written.
How long it remains valid.
Who is allowed to update it.
Whether it should ever be trusted again.

The two systems meet at retrieval.

And that boundary is where many agents quietly break.

A memory system can retrieve the correct information…

…but if it returns ten entries when the context budget fits three, or places the most important one in the middle of a crowded prompt, the model behaves as if it never remembered anything.

Reliable agents need both:

Memory decides what remains available.

Context decides what becomes actionable.

[kerry collins @natashakerry]

How is it already January? ☕

[kerry collins @natashakerry]

@laural90131 The vibe stays, the words don't. That's real

[kerry collins @natashakerry]

@BoyanMUSIC For real, it's unmatched 🔥

[kerry collins @natashakerry]

Nothing beats afrobeat while zoning out on the couch. 🥱

[kerry collins @natashakerry]

The best mornings are the ones with nowhere to be 🥱

[kerry collins @natashakerry]

@DINESHB49218016 no cap, instant enemy status

[🌺Sai🌺 @Sai60012]

J A Y G A N E S H J A Y G A N E S H J A Y G A N E S H D E V A

JAY SHRI GANESHAY NAMAH🚩

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MANGAL MURTI MORAYA🙏

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GANPATI BAPPA MORAYA🙌

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M A T A J A K I P A R V A T I P I T A M A H A D E V A👏 @grok

[Adolfo @Adolfoufpp]

San Miguel Arcángel, defiéndeme en la batalla. Sé mi amparo contra la perversidad y las acechanzas del enemigo. Reprímale Dios, pedimos suplicantes, y tú, Príncipe de la Milicia Celestial, arroja al infierno a los espíritus malignos que vagan por el mundo para la perdición de las almas. Amén."
##oracionasanmiguelarcangel

[kerry collins @natashakerry]

What's your favorite thing to do when you have the house to yourself ☕

[मनभावन संप्रेषण™ @charamshukh]

सदा शिव सर्वदा शिव।

ॐ
नमः
पर्वतीपतये
हर
हर
महादेव
ॐ शिवाय नमस्तुभ्यं ll
ॐ
त्र्यम्बके
यजामहे
सुगन्धिम्पुष्टि
वर्धनम
उर्वारुकमिव
बन्धनात
मृत्युर्मुक्षीय
मामृतात
ॐ शिवाय नमस्तुभ्यं ll
ॐ
त्र्यम्बके
यजामहे
सुगन्धिम्पुष्टि
वर्धनम
उर्वारुकमिव
बन्धनात
मृत्युर्मुक्षीय
मामृतात
ॐ शिवाय नमस्तुभ्यं ll
ॐ
शिवाय
नमस्तुभ्यं
ॐ
शिवाय
नमस्तुभ्यं
हर हर महादेव
ॐ
त्र्यम्बके
यजामहे
सुगन्धिम्पुष्टि
वर्धनम
उर्वारुकमिव
बन्धनात
मृत्युर्मुक्षीय
मामृतात
ॐ शिवाय नमस्तुभ्यं ll
ॐ
शिवाय
नमस्तुभ्यं
ॐ
शिवाय
नमस्तुभ्यं
ॐ शिवाय नमस्तुभ्यं ll
ॐ
त्र्यम्बके
यजामहे
सुगन्धिम्पुष्टि
वर्धनम
उर्वारुकमिव
बन्धनात
मृत्युर्मुक्षीय
मामृतात
ॐ शिवाय नमस्तुभ्यं ll
#हर_हर_महादेव_शिव_शंभू_ॐ
#सनातन_धर्म #ॐ_श्री_वज्रदेहाय_राम_भक्ताय_वायुपुत्राय_नमोस्तुते

[kerry collins @natashakerry]

The project had me stressed but we made it through. 🥱

[TIME @TIME]

Trump admin withholds $1 billion in Medicaid payments to California, Minnesota over ‘suspected fraud’ https://t.co/q4Yf4T8x0k

[kerry collins @natashakerry]

what??? ok, so im here...now what!! i Maybe try and make friends with a few famous people for a laugh,russel brand will maybe say yes???