Zelys - DFK Helper

dev.
Always looking for something to work on.

Check out my

[Zelys - DFK Helper @DFK_Helper]

Token optimizer for @AnthropicAI, @OpenAI, @opencode, @openclaw. Prevents re-reads, auto-shrinks images for context, and assists compaction. Install once, forget it.
https://t.co/B9RvF0uM2C

[Zelys - DFK Helper @DFK_Helper]

@elonmusk Like our billionaire president with bone spurs?

[Zelys - DFK Helper @DFK_Helper]

@trq212 Same. Odd, isn't it?

[Zelys - DFK Helper @DFK_Helper]

@ElitzaVasileva Give it time and you'll see 🥂

[Zelys - DFK Helper @DFK_Helper]

@SenatorSlotkin And deficit spending?

[Zelys - DFK Helper @DFK_Helper]

@housecor Doing to? AI is literally our career.

[Zelys - DFK Helper @DFK_Helper]

@Capslock404 @KirkDBorne And tnbh?

[Zelys - DFK Helper @DFK_Helper]

@ClaudeDevs So it's that 10% that's still slowing you down!

[Zelys - DFK Helper @DFK_Helper]

@yongfook Generating unique solutions and ideas beyond documented knowledge.

[Artificial Analysis @ArtificialAnlys]

NVIDIA's RTX Spark N1X puts up to 128 GB of unified memory and a Blackwell GPU in a Windows laptop. In our first AA-AgentPerf-Local results, an RTX Spark laptop completes our local agent workload on Qwen3.8 27B in 18.7 minutes

RTX Spark's N1X chip is essentially the GB10 from DGX Spark (20-core Arm CPU, 6,144-core Blackwell GPU), with up to 128 GB of memory at 300 GB/s. We tested a prototype 15-inch Surface Laptop Ultra (128 GB, $5,900), plugged in with Windows set to high-performance mode, using NVIDIA's published llama.cpp recipes where available

Key results:

➤ On Qwen3.8 27B the RTX Spark laptop finishes our default workload (8 recorded agent tasks, 168 model turns) in 18.7 minutes, close to DGX Spark (17.3), 2.0x faster than the MacBook Pro (M5 Pro, 64 GB, 37.6) and 1.8x faster than the AMD Ryzen AI Halo (34.5). The GeForce RTX 5090 desktop is fastest, at 4.9 minutes

➤ On Qwen3.6 35B A3B it takes 7.6 minutes, close to DGX Spark (7.3), and 1.6x faster than the MacBook Pro (11.9)

➤ On Ling 3.0 Flash, the largest current model we test, it takes 15.3 minutes, close to DGX Spark (14.9) and 1.6x faster than the Ryzen AI Halo (25.1). Its 77 GB of weights do not fit on the MacBook Pro or the RTX 5090

Read the full analysis: https://t.co/72xrYNrtw8

[Zelys - DFK Helper @DFK_Helper]

@elonmusk Have you considered offering your voice for responses?

[Zelys - DFK Helper @DFK_Helper]

@NESpower Underground it all already

[Zelys - DFK Helper @DFK_Helper]

@the_codewala Human communication

[Zelys - DFK Helper @DFK_Helper]

@Cristina_AC_X That won't age well.

[Zelys - DFK Helper @DFK_Helper]

@KushPatil_ Based on real expected inflation (energy, food, housing) and monetary supply expansion.

[Itsvishal @itsvishaltwt]

@neerajjj6785 Small modules, clear architecture, tests, and frequent refactoring.

AI can write fast, but you still need to own the codebase.

[Zelys - DFK Helper @DFK_Helper]

@fabrice_mayrand Or just use token-goat: https://t.co/B9RvF0uM2C

[Zelys - DFK Helper @DFK_Helper]

@elonmusk @iam_smx @Forbes Fandango!

[Zelys - DFK Helper @DFK_Helper]

@AltcoinDaily Altcoin no

[Zelys - DFK Helper @DFK_Helper]

@mtgreenee When can we get some real aliens. Alpha Centauri or something.

[Zelys - DFK Helper @DFK_Helper]

@trq212 Well do both, like with every other technological revolution.