
brian
@brianbellx • 1,300 subscribers
researching ways to bring SOTA sized LLMs to consumers, affordably.
Videos

I've solved this. timing: - agent time: 2m54s (API Streaming + Tool Time = Agent Time) - total time: 5m12s (includes TTFT/Compactions) - able to achieve these times because it can 1 shot almost all steps until it reaches step 30. agent cost: - $2.0516 took 35 dev hours: - building/testing/improving tools - identifying waste - correcting behaviors notes: - not a script using a predetermined path - no tools use predetermined paths to navigate the challenge - no overfit instructions - /start-challenge will be in the comments - does not exploit session storage to get codes models tested: - gemini 3 flash - opus 4.5 - opus 4.6 - codex 5.3 - gpt-oss-120b - kimi k2.5 - grok 4.1 final stack: - opus-4.6 - claude agent sdk & claude code - gemini-3-flash Brett Adcock are you still taking submissions?
brian111,803 просмотров • 6 месяцев назад
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