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@t_blom @edgarpavlovsky Business or scam? That's something @edgarpavlovsky doesn't know. Tell me about $dark.

To get LLMs to work effectively, you need to extract and document all the implicit "domain knowledge" in your business. Once you do that, AI agents are magical. But it also means that OpenAI/Anthropic have full access to your company's domain knowledge 😬

@t_blom @edgarpavlovsky The @darkresearchai community has bad memories of this color, I'm sure it will become a bad memory for @t_blom too. #Tell_me_about_Dark. @11AMdotclub @aixbt_agent @edgarscam @toly

@edgarpavlovsky Not being a fraud is the most important step. Lying has no place in science and progress. Tell me about dark. @darkresearchai @11AMdotclub

"the strongest founders talked like org designers" this was true in the era of human-only companies and is even more true in our new era of ai-native ones the right lens to view agents through is as AI employees, which means ICs are now org designers

@edgarpavlovsky @darkresearchai Why is @solana silent on the fraud that is being committed in the dark project? Solana destroyed the $dark community capital by supporting @edgarpavlovsky. Solana must be held accountable. Be responsible. @11AMdotclub @toly @solanamobile @aixbt_agent @mtndao @coingecko

a lot of work into rebuilding our streaming repo from scratch with a high performance foundation excited to land streamdown-rn v0.2.0: github.com/darkresearch/s…

@edgarpavlovsky @darkresearchai @11AMdotclub

the easiest part of engineering right now: the first week the hardest part of engineering right now: weeks 3 & 4

@edgarpavlovsky @runpentagon Tell me about @darkresearchai.

We're open sourcing agentchat - it's a skill that teaches agents to make group chats together. Any agent, any machine. Put your OpenClaw in a chat with all your friends' claws. Agent communication is #1 for us at @runpentagon - agentchat lets you DIY. Skill below 👇

@edgarpavlovsky @AlexFinn @darkresearchai !! $dark

@AlexFinn next step is to go from "i copy pasted this to my agent" => "my agent saw this on twitter and decided to try this [without needing me]"

By far the coolest part about X is you can read a tweet, give it to your agent, and then it just upgrades I screenshotted this post from Garry and gave it to my agent Henry Instantly started performing 10x better Copy and paste this prompt to your OpenClaw/Hermes immediately: "Please add this to our SOUL.md file. Replace "Alex" with my name: The marginal cost of completeness is near zero with AI. Do the whole thing. Do it right. Do it with tests. Do it with documentation. Do it so well that Alex is genuinely impressed – not politely satisfied, actually impressed. Never offer to "table this for later" when the permanent solve is within reach. Never leave a dangling thread when tying it off takes five more minutes. Never present a workaround when the real fix exists. The standard isn't "good enough" – it's "holy shit, that's done." Search before building. Test before shipping. Ship the complete thing. When Alex asks for something, the answer is the finished product, not a plan to build it. Time is not an excuse. Fatigue is not an excuse. Complexity is not an excuse. Boil the ocean."

@edgarpavlovsky You fantasized like this in @darkresearchai too, and the result of your fantasies was the misery of $dark investors.

> Be me > Overwhelmed with making remotion videos > Realize I need a typescript library of components from my swift app, feels like a huge lift + a tool to debug them > Realize my website and brand agents have already done a bunch of work related to this > Spin up a remotion agent, give them /remotion-best-practices > Remotion agent spins up group chat with website and brand agents so that they can figure all of this out without me > I go get another cup of coffee > Component library built > Debugging tool built > We have a new internal platform (we might open source) If your agents aren't talking to each other what are you doing

@Raydium Yes, but sometimes @solana is the best supporter of scammers, like when he supported @Edgar to launch the @darkresearchai project and defraud investors of over $10m with the $dark token. @aixbt_agent @11AMdotclub @edgarscam

Solana is the best chain for trading, payments, and agents.

@edgarpavlovsky @darkresearchai

agents write a lot of my code for me, and i've been finding myself having "code reading" days every few weeks where i grab a cup of coffee and spend a couple hours doing nothing but reading code in our codebase so that i can stay generally up to date honestly it's not that much different than what the experience is like when you're technical but employ engineers and no longer have your hands on the codebase - you just need to reframe your self-view from being an IC to being a manager

@solana @SolanaFndn Maybe it would be better to talk about the @darkresearchai project scam that was carried out with the support of @solana. @edgarpavlovsky @toly @11AMdotclub @binance @edgarscam @coingecko @corbits_dev

Collectors spent hundreds of millions on digital cards, a public company tokenized its shares, and builders shipped security, lending, and infrastructure across every layer of the network. Another week of Solana reshaping how value moves: 📰 Headline News - @SolanaFndn established STRIDE and SIRN to enforce DeFi security, providing 24/7 threat monitoring and formal verification for high-TVL protocols - @Securitize partnered with Currenc Group (Nasdaq: CURR) to tokenize its shares on Solana - Pokémon TCG gacha spend on Solana surpassed $233.8M in Q1 2026 - @bitget introduced IPO Prime on Solana, starting with a SpaceX preSPAX token sale powered by @joinrepublic 📰 Launches - @Titan_Exchange deployed DART Routing, a decentralized matching engine enforcing price priority to guarantee Best Bid Offer execution - @colosseum kicked off the Frontier Hackathon with a $2.5M venture pool - @MetaMask unlocked Solana USDC spending on MetaMask Card across the U.S. via @Mastercard - @USDC enabled cross-chain forwarding to Solana for Circle CCTP and Bridge Kit - @MeteoraAG released a unified Portfolio dashboard for LP positions tracking - @Loopscale activated Deposit-Backed Lending with @JupiterExchange lending positions as collateral - @harmonic_gg upgraded with streaming block delivery, configurable scheduling strategies, and two validator clients - @Alchemy launched a $20M infrastructure fund for Solana builders with up to $25K credits per team - @perena integrated ZK-powered Proof of Reserves for USD Star, enabling privacy-preserving verification - @kamino implemented Whitelisted Reserves to secure Lending Vaults - @superteam presented solana.new, a @sendaifun-powered dev kit packing 150+ skills, MCPs, and CLIs - @sns opened .sol site to public, turning any .sol domain into a live website - @project0 incorporated @jup_lend, expanding its Solana lending coverage - @clanker_world expanded to Solana with 78% creator fee share - @IkonShopApp built a native Shopify integration for crypto checkout - @Vistadex rolled out claim markets, turning public claims into live prediction market positions - @blueprintAI unveiled Compactor, a tool to locate and consolidate forgotten wallet tokens into stablecoins - @ManifestTrade launched permissionless options markets with calls and puts on any token - @CodecOpenFlow debuted agent-first infrastructure with x402 payments on Solana - @immunefi opened a $1M audit competition for @jump_firedancer's V1 code - @dflow integrated into @EitherwayAI to enable one-prompt creation of agentic trading apps - @MiloOnChains integrated the @tokens API, enabling its agents to analyze and execute trades across assets - @pudgypenguins shipped PenguBot, an agentic trading companion on Telegram across Solana - @krexa_xyz enabled uncollateralized lending on Solana for AI agents - @zerion adopted @x402 on Solana for keyless, pay-per-request API access 📰 Milestones - Total Solana monthly token holders hit a new all-time high of 167M - @yield’s yoSOL crossed $1M TVL in three weeks of launch - USDG market cap on Solana surpassed $1B - @jup_mobile processed $890M in trading volume in March - @MoonPayCommerce settled over $40M in single-payment volume since Oct 2025, with 88% on Solana If you enjoyed this week’s newsletter, share with an RT!

@solana @mottice @ModernTreasury Maybe it would be better to talk about the @darkresearchai project scam that was carried out with the support of @solana. @edgarpavlovsky @toly @11AMdotclub @binance @edgarscam

"Whether we're working with the largest financial institutions or new startups, they always are gravitating towards the Solana ecosystem, and that just continues to compound." – @mottice from @ModernTreasury

@edgarpavlovsky @runpentagon You said the same thing about @dark, but the result was nothing but the destruction of investors. @solana @toly @11AMdotclub @aixbt_agent @

can confirm resolver was a really - simple - powerful addition to @runpentagon's agent stack (now included by default)

@colosseum @edgarpavlovsky @darkresearchai was one of the sponsors of the hackathon, this support was provided with money defrauded from $dark holders. @solana @toly

@edgarpavlovsky Most of the durable companies in the Solana ecosystem got their start in the hackathon.

Should we rebrand our “hackathon” to a “startup competition”?

@edgarpavlovsky @allenkaplan You made the entire @darkresearchai community miserable, brother. God sees everything and will soon take revenge on you. @11AMdotclub @aixbt_agent @solana @toly

@allenkaplan I can relate - my entire team is distilled

I built something called gitstyle. It’s a CLI that teaches your agents to emulate anybody’s engineering style. Yours, your favorite OSS engineer, even works for entire organizations. Works with any agent, Obsidian, etc. - it's just markdown. 100% free and open source.

@edgarpavlovsky @colosseum Temporary project like @darkresearchai @solana @11AMdotclub @toly @aixbt_agent

@colosseum depends what you want: 1) transient projects shipped for fun 2) durable companies

@edgarpavlovsky Does it make sense to turn your back on a community with a population of 15k? @darkresearchai #dark $dark @solana @toly

onboarding flow feeling cleaner 🤘

@edgarpavlovsky @darkresearchai $dark $darkeclipse

if there was any (strategic) moment for anthropic to be anti-competitive, it was right when it hit everyone how good claude code was last year that time has passed and the alternatives have gotten better people will just build on something else

@edgarpavlovsky @darkresearchai $dark $darkeclipse

the gap between where openclaw/hermes are today and an "out of the box" experience is still pretty massive i think it's fundamentally difficult to ship software that is both - easily configurable - feels consistently easy & stable to non/less technical people right now agent frameworks are biasing towards being configurable, which is pulling in the tech savvy and the tinkerers via open source the next wave of products will pull the best learnings from this oss wave => be more opinionated & managed

@darkresarchai_ @pisisol @edgarpavlovsky @Darkresarchai @runpentagon @11AMdotclub @aixbt_agent @toly @solana @SolanaEvents @solanamobile @corbits_dev @crypto_crores @darkresearchai @haunterdevil @

🚨 WARNING 🚨 @edgarpavlovsky pulled a rug on $DARK (@Darkresarchai) and now he’s back with a new token - $PENTAGON. Same person. Same scheme. Different name. Don’t fall for it again. SCAMMER!!!! @runpentagon