Jan Shi

268 posts

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Jan Shi

Jan Shi

@CookingRobotGuy

FOODIE 🍜 | Building your personal robot chef 👨🏻‍🍳 | Sharing my best frameworks during this journey 🦾 | ex-NASA JPL, Lockheed Martin, Northrop Grumman Space

Los Angeles, CA Bergabung Kasım 2011
384 Mengikuti52 Pengikut
Fabrizio Romano
Fabrizio Romano@FabrizioRomano·
🚨 Kompany: “Why is it not a red card? I don't understand. Why we concede a penalty in Paris and we don't receive one here? I understand the rules, but the hand was above his head”. “It felt like there was a hand that tilted it to the wrong side for us”.
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Bill Clark
Bill Clark@bill_clark·
@digitalix People still use @eBay? The whole site is nothing but scams now, and they seem to be quite uninterested in addressing the issue, let alone solving it.
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Alex Ziskind
Alex Ziskind@digitalix·
ebay is going crazy
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Jan Shi
Jan Shi@CookingRobotGuy·
@hector_podcast @MrAhmadAwais But regardless, I get near unlimited usage this way for $10+$10 plan. I’m just debating if there’s a sacrifice in quality by using deep seek V4 flash so much
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Hector Podcast
Hector Podcast@hector_podcast·
@CookingRobotGuy @MrAhmadAwais I now have my open router API so I can switch to all the free models and I have been running that up every day before I use my DeepSeek credits. Has been a little less efficient in terms of time, but I essentially ran my whole Hermes agent yesterday for $1.14.
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Ahmad Awais
Ahmad Awais@MrAhmadAwais·
how the heck is DeepSeek v4 flash so good and so cheap?
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Jan Shi
Jan Shi@CookingRobotGuy·
@hector_podcast @MrAhmadAwais OK, I think that’s more than I spent? I use opencode go ($10/mo) api key for deepseek V4 flash as Hermes fallback & auxiliary model, and nahcrof ($10/mo) for Kimi 2.6 and GLM5.1 as the main model with 1000 api calls/day. I usually hit the 1000 API calls by afternoon
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Jan Shi
Jan Shi@CookingRobotGuy·
@hector_podcast @MrAhmadAwais Yea I keep seeing claims how other models like minimax 2.7 or Kimi 2.6 or GLM 5.1 is significantly better and how v4-flash has too much hallucination rates. Idk maybe I haven’t tested each out enough just rotating around in Hermes to see the best performance/price right now
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Jan Shi
Jan Shi@CookingRobotGuy·
@affprinter Do you just delete the account or the whole app if it’s stuck at ~200 views after 3 posts
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affprinter
affprinter@affprinter·
i was the guy posting 5 TikTok slideshows a day on a fresh acct wondering why nothing worked every post died at 200 views and i thought it was content it was never content. i was failing trust scoring before tiktok even saw a slideshow full breakdown of the 72 hr fix in the article
affprinter@affprinter

x.com/i/article/2051…

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Jan Shi
Jan Shi@CookingRobotGuy·
@basedautismo @levelsio I use these. Pain to clean. But I sousvide just a handful of times a year. Only needed for duck and thick bone-in steaks
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@levelsio
@levelsio@levelsio·
Sous vide is a microplastics nightmare
Jeffcafe, private detective@jeffcafe_

@levelsio I love my air fryer, but this is an example where if I put a little bit more planning into it it gets cooked much better sous vide and effort is still low.

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Arnav Gupta
Arnav Gupta@championswimmer·
Kimi K2.6 makes Sonnet and Haiku totally dead in the water. It can do 85-90% of the tasks I entrust Opus with as well. Connect some search MCPs (Parallel/Exa/Perplexity) and it beats Opus at way less cost, even including the search API costs. Totally stopped using Opus now.
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Jan Shi
Jan Shi@CookingRobotGuy·
@aiCrof I've been curious about Crof for a while! Idk if its better value than Opencode bc plans based on the number of api requests can burn through quickly with tool calls without consuming lots of tokens.
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Crof AI
Crof AI@aiCrof·
Crof.ai users, What do you usually use Crof for? Long coding tasks, Openclaw or just as a chatbot? Let us know below 👇
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Jan Shi
Jan Shi@CookingRobotGuy·
prompting >> which frontier model you choose. Spent 100million+ tokens debugging this issue, feeding GPT5.5 + Opus 4.7 logs, spinning up Kimi 2.6 to implement tests. Nothing worked until GLM5.1 pulled up, reviewed the logs, came up with a plan that GPT 5.5 tweaked. Boom fixed!
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Jan Shi
Jan Shi@CookingRobotGuy·
@reach_vb If anyone wants to give it a try, shoot me a DM with your Apple App Store test flight email
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Jan Shi
Jan Shi@CookingRobotGuy·
@reach_vb Built an iOS ssh terminal so I can command my Mac/linux and use codex cli while traveling! Smoother, more reliable, and stable than terminus imo!! Persistent terminal sessions—survives network disconnects and even you killing the iOS app and cold launching.
Jan Shi tweet media
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Vaibhav (VB) Srivastav
Weekend hack: Build with GPT-5.5 + Codex. Drop your demo in the replies. #1 by likes: 1 year of ChatGPT Pro 2 runner-ups: 6 months each Bonus: Codex picks a wild card winner. Enjoy!
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Jan Shi
Jan Shi@CookingRobotGuy·
@affprinter What do to when you’re stuck on 200views on your first post? Delete the app and start a new account?
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affprinter
affprinter@affprinter·
I cracked the TikTok account warmup algorithm heres exactly what tiktok is measuring in ur first 72 hours and how to pass every check: tiktok doesnt trust new accounts. theyve been burned by bots too many times. so they run every new account through a trust scoring system. most ppl fail it without knowing it exists. heres what triggers a failed trust score: posting within 24 hours of account creation adding links to bio on day 1 following/unfollowing in rapid bursts only engaging w content in one narrow category posting multiple times before getting any engagement using images that match their duplicate database heres the warmup protocol that gets me 10k+ views on first posts consistently: DAY 1: scroll FYP for 30+ min like 15-20 videos in ur niche leave 5-7 genuine comments follow 8-10 accounts that post content like urs DO NOT post anything DO NOT add any links DAY 2: same engagement pattern search for keywords related to ur niche watch 10+ videos to completion in that category let the algorithm learn what ur about still no posting still no links DAY 3: post ONE warmup slideshow not promotional. just engaging content in ur niche. use a trending sound from last 7 days images must be unique (ill explain how later) watch for 24 hrs if that warmup post hits 1k+ views ur cleared. trust score passed. now u can post promotional content. if it gets under 200 views ur account is cooked. the algorithm flagged u. start over. this process takes 3 days. most ppl wont do it bc theyre impatient. thats exactly why most ppls accounts get shadowbanned permanently. the warmup isnt optional. its the foundation everything else is built on. skip it and nothing else in ur strategy matters.
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Jan Shi
Jan Shi@CookingRobotGuy·
@NousResearch @dontlockmyacc0 @ComfyUI Dude even hermes doesn't know everything about hermes!! Using k2.6 and asked to connect my gmail. and it wanted me to go through himalaya or google api instead of native email gateway.
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Nous Research
Nous Research@NousResearch·
ComfyUI is the most flexible, composable, and powerful open-source media generation tool with a massive ecosystem of workflows and custom nodes. Your Hermes Agent can now install, launch, manage, and run sophisticated @ComfyUI workflows on demand.
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Jan Shi
Jan Shi@CookingRobotGuy·
Bro fix this. /status and statusline limits are always off @OpenAI
Jan Shi tweet media
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Jan Shi
Jan Shi@CookingRobotGuy·
@theio666 @FactoryAI Yea I used minimax m2.7 for weeks as well. It’s fine at tool calling and stuff but hallucinates too much, esp on the first attempt. If I ask Claude or codex to review m2.7’s analysis/conclusions, it’s usually full of fallacies and lazy logic. K2.6 definitely performing better
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Modified Bessel Function
Modified Bessel Function@theio666·
@CookingRobotGuy @FactoryAI 1) M2.7 is a big upgrade over M2.5 2) it's great for agentic tasks, I don't make it write code for me - for that I have codex (on my main codebase even opus isn't reliable), but review-verify loop, where I use pipeline like on the screen - M2.7 does it job quite well.
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Factory
Factory@FactoryAI·
Which model reviews code best? We benchmarked 13 models on AI code review across real PRs and the results are surprising. Spending more tokens did not result in better code review. A $1.25/PR model beat another that was more than 2x the cost. Meanwhile, budget models at $0.15/PR delivered ~80% of the quality of frontier models while being 10-30x cheaper. In fact, cost only explained ~21% of the difference in code review quality.
Factory tweet media
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