adil

@itsnotchester @mobbin Oooo I like this bruv 🙌🏽

@mobbin thought of this cos while i was designing a logo for my app last week i found myself scrolling thru @mobbin for inspo x.com/itsnotchester/…

what if @mobbin was a source of logo inspo too...

@ertembiyik @_poolday_ would love me some early access code :)

random access memories 👀

Revamped my portfolio because it did not feel like “me” but this time, 4 hand-drawn stopmotion animations later, i think it’s as “me” as it gets. My brother said “now you seem like a crazy cat lady” 🤣 why not

@rachodoodles love this ! that must have taken ya ages to hand draw 🙌🏽

@JamesEbringer STUNT

TIKTOK SLIDESHOW CLONER JUST DROPPED IN STUNT Paste any viral slideshow. AI recreates it with your character in 60 seconds. - Clone any viral slideshow - Unlimited content without making a single slide - Scale across multiple accounts and niches RT + "STUNT" and I'll DM the access to the first 500 People. (So be quick)

@itsnotchester gotta up them gym sessions too bruv :)

feb was a good month! tho i kinda neglected climbing...

@david_attisaas recently launched no. 3 at roomsmith.ai , almost at a thousand users alr . took great pains to make the image models actually work well and reliably for interior to let you make small precise changes. check it out :)

a few ideas (generated by grok): 1/ bible note-taker & prayer recorder: for churchgoers; ai sermon notes, prayer journaling; loyal faith users, viral in churches 2/ vinyl record scanner & pricer: for collectors; scan for valuation, cataloging; low comp, hobbyist ltv high, forum virality. 3/ ai home decor visualizer: for mid-century homeowners; room redesigns, ar previews; tiktok shares, premium style niches. 4/ christian couple relationship tracker: for faith-based pairs; devotionals, prayer logs; influencer growth, retention via streaks. 5/ fly fishing log & spot finder: for enthusiasts; gps catches, weather recs; outdoor loyalty, beats broad fishing apps. 6/ wardrobe outfit planner: for weather-sensitive pros; ai outfits from closet; daily use, fashion tiktok virality. 7/ ai receipt scanner expense tracker: for creatives; auto-categorize, tax preds; weekly pain, $5/mo subs scale fast. 8/ mushroom foraging guide & identifier: for foragers; ai mushroom id, maps/logs; seasonal loyalty, low comp in mycology. 9/ home brewing recipe optimizer: for beer hobbyists; ai tweaks, batch tracking; repeat brews, community shares. 10/ vintage car restoration tracker: for restorers; part logs, progress photos; niche passion, high arpu from enthusiasts. 11/ beekeeping hive management: for beekeepers; health monitoring, harvest preds; eco-trend, loyal apiary users. 12/ astrophotography planner: for stargazers; sky forecasts, gear tips; night sky communities, subscription unlocks. 13/ herbal remedy journal: for natural health fans; symptom tracking, recipe builder; wellness boom, daily engagement. 14/ sailing knot trainer & log: for sailors; ar knot tutorials, voyage journals; boating clubs, low comp niche. 15/ rare plant care scheduler: for collectors; ai reminders, growth tracking; plant tiktok, premium for exotics. 16/ metal detecting find cataloger: for treasure hunters; gps tags, value estimator; hobby forums, viral finds shares. 17/ quilting pattern designer: for quilters; ai patterns, fabric matcher; crafting groups, high ltv from creators. 18/ bird feeder cam analyzer: for backyard birders; ai species id, activity logs; nature apps, subscription for alerts. 19/ antique book valuation scanner: for bibliophiles; scan for prices, collection mgmt; low comp, collector loyalty. 20/ urban foraging map & guide: for city foragers; edible plant spots, recipes; sustainability trend, community growth.

@rachodoodles so much personality I looooove it 👀

Spent so long to find a preview image that feels just right, and i think im finally satisfied with this! rachelatwork.com

@signulll errrr plumbing?

okay, besides frontier labs, what’s the most anti fragile entity in the ai era?

@burkov @grok explain to me what I actually need to do here to use this info

LLMs process text from left to right — each token can only look back at what came before it, never forward. This means that when you write a long prompt with context at the beginning and a question at the end, the model answers the question having "seen" the context, but the context tokens were generated without any awareness of what question was coming. This asymmetry is a basic structural property of how these models work. The paper asks what happens if you just send the prompt twice in a row, so that every part of the input gets a second pass where it can attend to every other part. The answer is that accuracy goes up across seven different benchmarks and seven different models (from the Gemini, ChatGPT, Claude, and DeepSeek series of LLMs), with no increase in the length of the model's output and no meaningful increase in response time — because processing the input is done in parallel by the hardware anyway. There are no new losses to compute, no finetuning, no clever prompt engineering beyond the repetition itself. The gap between this technique and doing nothing is sometimes small, sometimes large (one model went from 21% to 97% on a task involving finding a name in a list). If you are thinking about how to get better results from these models without paying for longer outputs or slower responses, that's a fairly concrete and low-effort finding. Read with AI tutor: chapterpal.com/s/1b15378b/pro… Get the PDF: arxiv.org/pdf/2512.14982

@danieltsk @itsnotchester @rachodoodles 🥹 thanks bruv

@itsnotchester Very cool! @adilatwork @rachodoodles

made in singapore!! 🇸🇬

look ma I got featured in @designspells_ 😲 btw we just released roomsmith dot ai into the wild so go give it a spin!

@wabi build me an app for me to track my cat medication schedule and when I last fed my cat medication

@wabi build me an app for me to track my cat medication schedule and when I last fed my cat medication

@internetvin can I read this in a dark room?

I ordered the Xteink X4 e-reader. Thank you for everything.

@alfred_lua @booplet_apps @itsnotchester @rachodoodles Always fun bro to catch up and see what new mini apps you’ve made haha 🙈

Got to share my little @booplet_apps apps with a bunch of cool folks. Thanks @itsnotchester for organizing this demo sesh! Good to see @adilatwork @rachodoodles and friends again too ☺️

@kat_kampf @GoogleAIStudio yes pleaseeeee :)

We started internal testing some big updates to the @GoogleAIStudio experience today! Coming to you early next year but reply below if you’d like early access in the coming weeks 👀

@wabi but I still dont have access :(

The best apps are not universal - they’re intimate, n of 1 made for small groups, shared rituals, inside jokes, and real adventures. on wabi, you can now build mini apps just for your friend group.

@anumness timely reminder for today :)

If you’re an indie dev reading this: someone out there needs your weird little app. Keep building.