Joined June 2017
457 Photos and videos
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Jun 9
⚑ v84 Harness β€” a local-first AI agent workbench. πŸ”Œ Bring your own LLM endpoint (OpenAI-compatible Β· Anthropic Β· Gemini) πŸ“‚ Point it at a folder β†’ reads/edits files, πŸ› οΈ runs tools, πŸ–ΌοΈ generates images πŸ’¬ across multi-session chats πŸ–₯️ browser desktop Β· open source β†’ github.com/bilikaz/v84-harne…
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Jun 13
Did few more researches today regard infra selection. As it involves and correct model selection to. So ran tests several times on default settings they come up on OpenRouter and results are following:
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Jun 13
Then According to model card data each result was converted to time on each setup. And that was something unbelievable. Kimi-K2.7-Code and Mimo-2.5-Pro are almost identical 🀯
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Jun 12
Day 2 of Fable 5 and it's already lobotomized 😭 Doing stuff no one asked for, refusing to follow simple protocols, and injecting its own ideas instead of just doing the task. Congrats Anthropic πŸŽ‰ you cooked a monster and slapped it in a straitjacket immediately ⛓️ If model already this lobotomized on day 2, who the hell is going to pay for it later? 🀑
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Jun 11
Your company has $50k–$120k and one honest question: πŸ’Έ "What AI should we actually BUY β€” not rent?" We did the procurement homework. Every price verified, every speed modeled. The punchline: a box that plugs into a normal wall outlet now runs a brain in the SAME tier your $200/mo Claude subscription uses all day. 🧠⚑ Here's the menu πŸ§΅πŸ‘‡
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Jun 11
Final boss question at ~$120k β€” and the market made both paths cost the same: 🍴 One 8Γ— RTX server: every answer at 200 tok/s, 1M tokens read in 13 s. Also: a dedicated room, a 32A circuit, an AC unit, and 75 dB of fan noise. Three GB10 clusters: three specialized brains, 67% capacity on a bad day, three wall outlets, silence. Same money. Same tokens. Same watts. Different company.
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Jun 11
The whole guide in one picture. πŸ“‹ Pick your row. We'll see you in ~14 months, when it's paid off and printing free tokens. One impatient stream β†’ buy the server. Variety and volume β†’ buy clusters by the unit. Everything else, the market already priced to a tie. (9-report series Β· modeled Β±30% Β· prices verified June 2026 Β· DYOR β€” but we did most of it for you. 🫑)
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Jun 8
When you get tired trying to get that perfect Harness you need end end up ... I should admit it's really fun stuff.
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Jun 5
After figuring out how cool Holo 3.1 is decided to make dedicated topic comparing it to other models. And how he outperforms them even if his size is way smaller. Lets start with Nemotron 3 Ultra 550B MoE
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Jun 5
Poolside Laguna M that is ~ 6 times bigger failed too on some smaller tests.
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Jun 5
Smaller Nemotron 3 Nano that should be more less same quality is not even comparable.
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Jun 5
Another comparison with Nemotron 3 Ultra 550B MoE. You can notice that Holo 3.1 was thinking less but produced better looking design, but with some bugs really comparable to x15 times bigger model.
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