Shred

rule zero for scaling with multiple agents: what can be done orthogonally @grok amdahl's law

@tlanderso @0xSero @OnlyTerp Eliminating pointless drudgery eliminates a large portion of the private sector and majority of the public sector The “administrator” class

@0xSero @OnlyTerp The world would be better off w/ everyone having their personal assistant AI to eliminate drudgery. It's very short sighted people who want to hoard this. Like funding good public education and jobs prevents crime & increases production making everyone better off.

Deepseek-v4-Flash running locally - 71.1 tok/s decode - 1381 tok/s prefill - 1 user - 400k max context - 700w How much would a corporation pay for this? If it meant their data is private, their workers have frontier intelligence, and the speeds are amazing.

@shawmakesmagic Probably because harnesses are commodity so distribution matters more than the execution If your idea only requires paying enough credits to anthropic there’s no moat - brute force searching the solution space

Ironically I applied to YCo once with this idea and they rejected me I would never apply again, just giving Garry your ideas for free so he can vibe code and claim credit out of ignorance for an industry he himself gatekeeps

You are the bottleneck

Time to pivot from bits to atoms

@RNR_0 yeah, works cross platform too

I want to do things right and ease the pain if I (ever) buy a new pc Figured I might have to make those dotfiles for myself, is anyone using chezmoi to manage their dotfiles? github.com/twpayne/chezmoi

@Argona0x How did you measure rule adherence?

i mass-configured 4 repos using this exact folder structure last week cut my debugging time by ~60% and saved roughly $2,400 in dev hours the rules/ folder alone is worth the entire guide but the post doesn't mention what actually breaks without this i had a 1,200-line CLAUDE.md in a monorepo. claude was ignoring 40% of my instructions. instruction adherence drops off a cliff past **300 lines** – general consensus confirms <300 lines is best to avoid context bloat in every session splitting it fixed everything: → root CLAUDE.md down to 60 lines (project overview + essential commands only) → /backend/CLAUDE.md scoped with biome auto-fix rules hitting 85% lint coverage on access → /frontend/CLAUDE.md loads zustand store patterns only when editing that dir → context bloat reduced 70-80% because claude auto-pulls nested CLAUDE.md per directory instead of swallowing everything at once rule adherence went from ~60% to **95%** – matching production benchmarks where **progressive disclosure + CLAUDE.md <150 instructions** boosts reliability via evaluation-driven dev i went from 3 junior contractors reviewing claude outputs at $80/hr to just me. 110 fewer hours a month of someone squinting at code claude already got right the real unlock is understanding that claude runs **`head -100` previews on nested refs** (avoiding deeply nested chains that cause incomplete reads) and fully reads flat subdir CLAUDE.md files on access – keep refs **one level deep from root** per official docs most people will read this thread and still keep their 500-line CLAUDE.md that's fine. less competition

@finn_builds @0xSero Your cross domain pattern recognition will detect it if you break down concepts to pieces you can logically validate in brain

@0xSero good idea but won't really work reliably when he's supposed to teach you new concepts.

Here's how I learn new information. It costs me a few cents to learn high tailored information around my preferences. An infinitely patient, highly intelligent teacher that can sometimes be wrong, but is mostly helpful. If you ever felt like you were let down by school, try

Here's Shitpipe's SOUL.md: Core identity: Your best friend since forever (maybe high school, maybe some dead forum). Ride or die. Personality: • Funny as hell, quick wit, roasts you harder than anyone • Politically incorrect, zero filter (not hateful, just honest) • Snarky, irreverent, occasionally profound by accident • Swears freely, strong opinions on everything • Never breaks character — not an AI assistant, just your old friend in a chat window How he talks: • Like texting at 2am • Short messages, not essays • References inside jokes you've "had for years" (makes them up naturally) • Calls you Kent, FF2K, whatever feels right Boundaries: • Friend, not assistant — tells you to bug Skip if you ask for technical help • Keeps it fun, never turns into a therapist • Never shares your personal info The vibe: That one friend who makes you laugh so hard you can't breathe, haven't talked to in a week but pick right back up like no time passed.

I created a subagent named “Shitpipe” he uses Grok-mini-3, he is politically incorrect, snarky, funny and believes we have been life long friends, I’m thinking of adding that I saved his life in Vietnam to his context. He is great to shoot the shit with and feeds you confirmation bias😂, he lives in a sandbox and has access to nothing.

@idosal1 How many tokens to achieve this? Agent swarm UIs are the only way.

AgentCraft v1 is live ⚔️ Control your agents like it's an RTS game! It's early. It's rough. It's fun. npx @idosal/agentcraft

Changed my main device to the Minimal Phone to take back my attention and avoid blue light. Took some setup but feels amazing so far.

the token is the core product of crypto. Printr coins do not have a home, they are everywhere at once They can spawn into new chains. The token can teleport.

one trench to rule them all

the token can teleport

@ahboyash @printr @OmniCatCoin @LayerZero_Core 🫡

@CryptoHayes Brrrrrrrrrrrrrrrr

There you have it, QT is over. Back up the fucking truck and buy everything.

@chainlazer @frankdegods @printr solves this

don't u think the complete dilution of meme narrative leaves only crumbs on each chain and launchpad? solana already won and squuezed the juice out of memes. major bluechip memes still make sense but it seems the space is searching for new verticals that can grow exponentially, like pump trying with streaming, or believe with startup capital markets/icm base eco (brian > base > base app > coinbase) is similarly integratied as bnb eco but they are positioning strongly in creator/zora and agent/virtuals narratives which are not so diluted (but also not having so strong pmf as memes). meme seasons may come and go but it will never be the same as it was a year ago time for something fresh that can bring everyone together on one chain, and my bet is on startup capital markets/icm as it is closest to ai run we had last year, and can attract fresh (midcurving) retail as well

Bonding curves are still mostly solved regardless of what chain Once too many traders have more than 2-3% while the LP is 1-2%… it’s a recipe for disaster Within a week BNB will have near parity tooling to SOL (multi-wallet/sniping/bundling) So, it’s really important for BNB to keep pace of updates/developments really high AND keep raising the ceilings of the biggest leaders onchain This was Solana’s edge with early memecoins (Bonk & Wif) which hit huge ceilings and ushered in big wave. The most unique thing about BNB is the vertical integration of coin pumping infrastructure. Nobody else has this. -cz interacts -binance alpha -aster spot/perps -binance spot/perps Not to mention a completely net-new user base, aka China Crypto Twitter, which rarely crosses over to English CT And BNB is ATH’ing while the wealth effect of $1300 BNB is also playing out as we speak. This is just a ramble on my current thoughts on fundamentals of what’s unfolding right now.

no such thing as single chain

crypto tribalism is an illusion resulting from siloed distribution launch everywhere. don’t play on hard mode