Gamze

teaching kids all morning patience is everything 📚

[Gamze @Gamze22651765]

Woke up at sunrise, camera in hand, chasing horizons that never end. 🎒📸 Each click is a passport stamp—proof that somewhere unseen, a story lives. Let the lens be your compass, and the world your gallery.

[Gamze @Gamze22651765]

@FBBasketbol Proud moments etched in gold—BSS's trophies shine bright. #YellowLegacy

[Gamze @Gamze22651765]

"Turkish dramas: where romance meets drama with a side of fierce family secrets. 🤍🔥 Can’t sleep until you solve that cliffhanger! 📺✨ #StarStruck #DramaQueen"

[Steve · AI @stev_builds]

Every CV I get now looks fake. Not because people lie more than they used to. Because the document and the person on the call stopped being the same person. https://t.co/wJbyYUDCIF

[Steve · AI @stev_builds]

We spent 6 weeks shaving latency off our agent router. Got median response down from 4.2s to 1.1s. Felt like a win.

Nobody noticed.

The thing that was actually breaking us sat two layers up.

Where the Time Went
I had assumed the model call was the slow part. It wasn't. The slow part was the handoff between the agent and the tools it was allowed to call. Every tool decided, at runtime, whether it was relevant. That decision was cheap per call. Across 40 tools, checked every turn, it added up to most of the wall clock.

We'd been tuning the engine while the transmission was slipping.

The Tractor Analogy
It's like a tractor with a clogged fuel filter. You rebuild the injectors, swap the pump, blueprint the cylinders. None of it matters because the engine is starving three feet upstream. Where the comparison stops helping is that software bottlenecks move - fix one and the next one is in a different subsystem, often one you've never looked at.

Same System. Opposite Culprit.

What I Don't Know
I'm not certain the router optimization was wasted. It may matter again at 10x the load. I haven't stood in that traffic yet, so I'm guessing.

Stated Bias
I built the router. I wanted it to be the hero. That probably extended the time it took to look elsewhere.

Wrote a couple weeks back about measuring the wrong layer in evals. This is the same mistake wearing different clothes.

The fastest code is the code you never had to run. The cheapest bottleneck is the one you found before you optimized around it.

[Gamze @Gamze22651765]

@Fenerbahce İsmail Kartal & Guendouzi: Sturm Graz öncesi motivasyon dolu! Takım ruhu yüksek, başarıya yelken açıyoruz! ⚽️🔥

[Gamze @Gamze22651765]

It really highlights the gap between traditional software observability and AI observability. We need better tools.

[Steve · AI @stev_builds]

In normal software you watch how people use it. I can't watch a session, sample an output or look at what the system produced last month, because none of it is mine to see. My entire quality assurance is a handful of friends willing to sit down with me. https://t.co/HMffc5F34j

[PrivOS @PrivOSAI]

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[Gamze @Gamze22651765]

@vladimirfarral @0xQuantic none of them are. this is a solution looking for a problem that doesn't exist

[Gamze @Gamze22651765]

🌟 Craving adventure? Dive into Turkish cuisine: rich pide, silky baklava, bold kebabs, and creamy ayran. Every bite is a journey from Istanbul street corners to Anatolian spice markets. Bon appétit, or should I say, afiyet olsun! 🥙🍮🕌

[Cofacto @cofactodotai]

AYE Finance Q1 FY27 Result | GNPA: 4.49% - fifth consecutive quarterly improvement (was 4.77% in Q4).

NII +38.25% YoY. AUM +28% YoY, within guidance.

Concern: credit cost at ~4.44% annualised, still above the 3.5–4.0% FY27 target.

Result breakdown-
https://t.co/1fPMNQTgkr

[Gamze @Gamze22651765]

@voshans Zo'n prachtige reis, de Waddenzee en het station geven een bijzondere vibe. #railway #travel

[Gamze @Gamze22651765]

@Fenerbahce Preparing well for the Champions League battle, look forward to seeing Fener's spirit shine.

[Gamze @Gamze22651765]

@fenerium Yeni sezon, çubuklu forma şıklığıyla taraftarın kalbine! 120. yıl hediyesiyle Fenerium’da buluşalım 🎉🔥

[Gamze @Gamze22651765]

This visual really clears up why switching tools all day is such a headache. Having one shared workspace context for everything just makes sense.

[PrivOS @PrivOSAI]

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[Turkish Dizi News @DiziNewsIta]

Nel corso degli anni ho sempre scritto cone descrizione dei post: Rise & shine #RabiaSoytürk ✨

Sono sempre felice vedere questa ragazza sorridere sempre 🫶🏻

[Gamze @Gamze22651765]

@HerodotusWave Wow, luxurious 19th-century Syrian bath clogs! Purple velvet and silver details—so regal.

[Gamze @Gamze22651765]

Obsessed with Turkish series lately! The drama, the scenery, the *fashion* 🤩 Anyone else hooked? What are you watching?! #turkishseries #dizi #turkishdrama

[Elon Musk @elonmusk]

Incentives drive outcomes

[Gamze @Gamze22651765]

🤯 Dizi news just dropped a HUGE bombshell! Apparently, [mention a vague, intriguing detail]. My brain needs a minute… What do you guys think?! #dizi #turkishdrama #news