Jan Shi

261 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 Katılım Kasım 2011
384 Takip Edilen52 Takipçiler
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.
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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·
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.
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Jan Shi
Jan Shi@CookingRobotGuy·
@theio666 @FactoryAI Yo minimax 2.7 is NOT reliable for code . At a minimum you MUST ask "are you certain? did you trace through all the code?" to get even 60-80% accuracy. but of course, depends on how complicated the code is. But that's my experience since minimax 2.5 days. K2.6 is much better.
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Modified Bessel Function
Modified Bessel Function@theio666·
@FactoryAI As someone who's playing with Minimax 2.7 for reviews lately, it's a bit tricky to make it work. In my review pipeline it's performing quite well, but it's important that I allow it to execute code and create/run new tests, not just read the diffs. Changes final quality a lot.
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Jan Shi
Jan Shi@CookingRobotGuy·
@PavitraGolchha @mhdcode @anomalyco its hella slow during prime time. I'm already 50% through my tokens for the month and 100% of tokens for the week after 3 days of ripping k2.6. Don't even bother with GLM5.1, you get like 2 long sessions with it and poof it's gone.
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MHD
MHD@mhdcode·
everyone at @anomalyco is skipping lunch to give you this for $10
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Jan Shi
Jan Shi@CookingRobotGuy·
@Suyash151504 @0xSero Created a more reliable version of iOS remote terminal. Better than terminus imo esp when you disconnect or background the app. Working on the UI now. LMK if you want a free test flight for it
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Suyash Jain
Suyash Jain@Suyash151504·
@0xSero Are you running this in phone, it seems like a phone layout to me ? 🤔
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0xSero
0xSero@0xSero·
I can’t believe I’m saying this but Opus-4.7 in Droid is worth the money. Why can’t it be this good via Anthropic’s subscriptions );
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Lotto
Lotto@LottoLabs·
Opencode go and Kimi k2.6 are running 24/7
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BytePlus
BytePlus@BytePlusGlobal·
GLM-5.1 is now on BytePlus ModelArk Coding Plan. Starting at just $10/month, ModelArk Coding Plan offers a highly cost-efficient way to access GLM-5.1 alongside other advanced coding models. GLM-5.1 is Z.AI's latest flagship model, MIT-licensed, open-weight, and built for long-horizon agentic coding. GLM-5.1 ranks among the world's top-tier models across leading coding benchmarks, including SWE-Bench Pro. What you get with ModelArk Coding Plan: → Multiple advanced coding models in one subscription: GLM-5.1, Kimi-K2.5, Dola-Seed-2.0-pro, DeepSeek-V3.2, and more. Switch freely or let Auto mode match the best model to the task. → Works with the tools you already use: Claude Code, Cursor, Cline, Codex CLI, Kilo Code, Roo Code, OpenCode, and OpenClaw → No throttling. Backed by ByteDance's infrastructure. → Activated on purchase. Ready to use immediately. Also new this month: Dreamina Seedance 2.0 is now available on BytePlus, the official API platform for Seedance models. Learn more: byteplus.com/en/product/see… Refer friends and earn 10% vouchers on every order with no cap. Your friends get 10% off their first subscription too. Get started for $10/month → tinyurl.com/4zvkf9kc #BytePlus #ModelArk #GLM #AIEngineering #DevTools #AIAgent
BytePlus tweet mediaBytePlus tweet media
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Jan Shi
Jan Shi@CookingRobotGuy·
@wxrrjxr @JoshExile82 @LottoLabs Droid is chill but is it me or is it buggy with bringing your own api keys? Plus, does it burn way too many tokens bc caching doesn’t work well with api keys?
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Lotto
Lotto@LottoLabs·
Man it’s crazy seeing ollama local provider hated so much but ollama cloud provider loved so much
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