I built a 4-agent system that writes X content.

I give it a topic. It searches X for relevant tweets, stores the research, generates ideas with different hook angles, writes a draft in my voice, and pushes it to Typefully.

The pipeline:

> Research: pulls tweets and stores them in a database
> Ideate: generates structured ideas with hook formulas and key points
> Write: applies voice guide + copywriting frameworks, matches my tone
> Orchestrate: routes the request through each stage

Each agent has its own memory that persists across sessions. The Writer remembers what feedback I gave on past drafts. The Researcher remembers which accounts I like studying.

Built the whole thing with Claude Code. Just markdown prompts, a database, and CLI tools.

https://x.com/shannholmberg/status/2028417727661318425
2
👻 Threading Daily — 03.03.2026 👻

🔖Macro
- This week: PMI, Retail sales, Jobs data
- Oil spikes, Iran may close Strait of Hormuz
- Iran fires missiles towards multiple Gulf states
- Pentagon replaces Anthropic with OpenAI
- Trump could go for a ‘friendly takeover’ of Cuba
- China’s home prices fall at fastest pace in 3+ yrs
- Bill Clinton defends Epstein relationship
- SpaceX weighs $1.75T IPO filing this month
- X expands Paid Partnership disclosure policy

🔖Crypto News
- Crypto resilient despite US-Iran war
- BTC hard fork proposed to recover $5.2b BTC
- HYPE leads L1 gains after huge weekend volumes
- Clarity Act could pass by mid year: JP Morgan
- US seized $580m crypto tied to Chinese crime
- S Korea pledges reforms after crypto failures
- Barclays explores blockchain payments, deposits
- Morgan Stanley wants bank charter for crypto
- Vitalik plans to overhaul ETH’s execution layer
- Tether froze $4.2b USDT over crime links
- Hyperliquid Strategies is the only DAT in profit
- Magic Eden pulls plug for BTC, ETH NFTs
- Kalshi criticised for Khamenei market resolution
- Insider trading rumours on Polymarket pre-war

🔖Alpha/Good Reads
- We Are Not Serious Industry
- Crypto’s Not Made for Humans, It’s for AI
- Clawed - On Anthropic and the Department of War

🔖Raises
- Akave $6.65M, L2 storage chain < Protocol, No Limit, Blockchange, Big Brain, Avalanche, Filecoin...

🔖Early Projects
- @akavenetwork, Bio: The Al-Ready Sovereign Cloud | Own your data. Control your costs. A modern S3-Compatible object storage.
- @inframarkets, Bio: The 1st Energy Prediction Market | Coming Soon 👀 Join the Waitlist for Priority Access inframarkets.io
- @vanadiumxyz, Bio: Frontier marketplaces on Ethereum. On-chain peptides. Join the waitlist. vanadium.xyz

Follow for alpha → https://twitter.com/arndxt_xo
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i am in a similar position with
@the_smart_ape


i've burned through a $200 Anthropic API subscription in 2 weeks without doing anything crazy

i realized i fundamentally misunderstood where tokens actually go

tokens burnt ≠ what you type + what AI responds, that's maybe only 20% of it

the other 80% is invisible, full system prompt, context files, entire conversation history resent to the model on EVERY single message

on Opus that's $0.15-0.22 per message before you say a word

here the hack that fixes costs by 80%:
→ slim context files brutally
→ Sonnet as default. Opus on demand only. Costs drop 65% immediately
→ move instructions into skills. description = 20 tokens. Full instructions load only when needed
→ compact at 50-60% context.
→ cron jobs on Sonnet.
→ watch your cache hit rate. <50% means you're overpaying massively

@AnthropicAI killing my wallet every month and this is a good hack

recommend studying this

https://x.com/arndxt_xo/status/2029404900573258020
1
👻 Threading Daily — 05.03.2026 👻

🔖Macro
- Fed injects $3b in US banking system
- Dollar rises most in a year
- Gold and silver quickly lose $2.4T in value
- Stocks pared rout on Trump’s assurances
- S Korea stocks have worst single day drop ever
- US embassy in Riyadh hit by drones
- Israel troops enter Lebanon
- Trump threatens Spain over airbase use
- EU gas prices surge as Qatar shuts LNG plant
- Amazon’s data center bombed in UAE
- ChatGPT uninstalls surge after Pentagon deal
- Anthropic hits top spot in US app store
- Apple intros new budget friendly iPhone

🔖Crypto News
- Crypto outperforms in macro sell-off
- BTC leads crypto majors in a broad rally
- Top Gainers: ICP, ENA, TAO, ZEC, ONDO
- Dalio now warning against BTC as safe haven
- AI models shown to prefer BTC over stablecoins
- VVV soars 2x over 5 days
- FAI rallies 180% following VVV breakout
- Iran crypto outflows spike 700%
- BoJ to test blockchain based reserve settlement
- Visa, Stripe to push stablecoin card to 100+ nations
- Europe targets 2026 for EUR stablecoin
- Strategy buys $204m BTC, BMNR buys 51k ETH
- ProCap buys 450 BTC, expands share buybacks
- Core Scientific to sell all of its 2.5k BTC in Q1
- MARA opens door to selling all its BTC
- US moves $23k BTC from ‘Vilanueva’ wallet
- Zeller, ACI leaving AAVE DAO
- Circle stock up ~60% since Q4 earnings
- YZi Labs commits $100m to Hash’s BNB fund
- Binance eyes 5 crypto licenses in Asia
- Crypto.com intros IRA product for crypto
- Nasdaq plans prediction style Yes/No options
- Uniswap wins dismissal in class action case

🔖Alpha/Good Reads
- Aave V4: The Gold Standard of DeFi Security
- Coinbase & Microsoft Disrupt "Tycoon 2FA"
- LLM Research Power Workflow — Eli5

🔖Raises
- ARQ $70M, Dollar USDc account for LatinoAmerica < Sequoia, Founders fund, Kaszek
- Interstate $1.5M, On-chain proposer commitment network < MH, Taisu, Alchemy, Bloccelerate...
- Cyclops $8M, Stablecoins and crypto platforms < Castle, F-Prime...
- Crossover Markets (Series B) $31M, Digital asset trading technology firm < Traderweb, Wintermute, Ripple...

🔖Early Projects
- @techdollarhq, Bio: private credit for frontier conviction techdollar.com
- @zERC20io, Bio: ERC-20 — used by 500M people. Now privacy-enabled and cross-chain by default. All your privacy wishes, fulfilled — zERC20. zerc20.io
- @rowspace_ai, Bio: Specialized intelligence for investors. Compound your firm's edge. We're hiring! rowspace.ai

Follow for alpha → https://twitter.com/arndxt_xo
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Google just shipped a CLI with 40+ AI skills for Gmail, Drive, Calendar, Docs.

here's how to actually use it to 10x your workflow:

→ connect it to Gmail: agents can read, summarize, and draft replies automatically
→ hook it to Calendar: no more manual scheduling, it plans around your day
→ link Drive: your docs become queryable, agents pull context on demand
→ combine all 3: one agent handles your entire ops stack

this is the easiest way to get started with AI agents if you haven't yet.
your whole workspace, automated.

https://x.com/sharbel/status/2029473943606768112?s=46&t=hr2fbvcHJGpvp_SbDstdzg
👻 Threading Daily — 05.03.2026 👻

🔖Macro
- Fed injects $3b in US banking system
- Dollar rises most in a year
- Gold and silver quickly lose $2.4T in value
- Stocks pared rout on Trump’s assurances
- S Korea stocks have worst single day drop ever
- US embassy in Riyadh hit by drones
- Israel troops enter Lebanon
- Trump threatens Spain over airbase use
- EU gas prices surge as Qatar shuts LNG plant
- Amazon’s data center bombed in UAE
- ChatGPT uninstalls surge after Pentagon deal
- Anthropic hits top spot in US app store
- Apple intros new budget friendly iPhone

🔖Crypto News
- Crypto outperforms in macro sell-off
- BTC leads crypto majors in a broad rally
- Top Gainers: ICP, ENA, TAO, ZEC, ONDO
- Dalio now warning against BTC as safe haven
- AI models shown to prefer BTC over stablecoins
- VVV soars 2x over 5 days
- FAI rallies 180% following VVV breakout
- Iran crypto outflows spike 700%
- BoJ to test blockchain based reserve settlement
- Visa, Stripe to push stablecoin card to 100+ nations
- Europe targets 2026 for EUR stablecoin
- Strategy buys $204m BTC, BMNR buys 51k ETH
- ProCap buys 450 BTC, expands share buybacks
- Core Scientific to sell all of its 2.5k BTC in Q1
- MARA opens door to selling all its BTC
- US moves $23k BTC from ‘Vilanueva’ wallet
- Zeller, ACI leaving AAVE DAO
- Circle stock up ~60% since Q4 earnings
- YZi Labs commits $100m to Hash’s BNB fund
- Binance eyes 5 crypto licenses in Asia
- Crypto.com intros IRA product for crypto
- Nasdaq plans prediction style Yes/No options
- Uniswap wins dismissal in class action case

🔖Alpha/Good Reads
- Aave V4: The Gold Standard of DeFi Security
- Coinbase & Microsoft Disrupt "Tycoon 2FA"
- LLM Research Power Workflow — Eli5

🔖Raises
- ARQ $70M, Dollar USDc account for LatinoAmerica < Sequoia, Founders fund, Kaszek
- Interstate $1.5M, On-chain proposer commitment network < MH, Taisu, Alchemy, Bloccelerate...
- Cyclops $8M, Stablecoins and crypto platforms < Castle, F-Prime...
- Crossover Markets (Series B) $31M, Digital asset trading technology firm < Traderweb, Wintermute, Ripple...

🔖Early Projects
- @techdollarhq, Bio: private credit for frontier conviction techdollar.com
- @zERC20io, Bio: ERC-20 — used by 500M people. Now privacy-enabled and cross-chain by default. All your privacy wishes, fulfilled — zERC20. zerc20.io
- @rowspace_ai, Bio: Specialized intelligence for investors. Compound your firm's edge. We're hiring! rowspace.ai

Follow for alpha → https://twitter.com/arndxt_xo
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The End of the World as We Knew It

Welcome back.

We are returning to a world that is already fundamentally different and it will never be the same again.

A few days ago, the United States and Israel executed one of the most consequential military operations in modern history. What we are now living through is the opening act of a civilizational confrontation, I will use game theory, strategic geography, and asymmetric warfare doctrine to help you see through the war in real time.

Because the people who survive what’s coming are the ones who understand this game theory.

Let us begin.

https://x.com/arndxt_xo/status/2029579760977027117?s=46&t=hr2fbvcHJGpvp_SbDstdzg
2
👻 Threading Daily — 06.03.2026 👻

🔖Macro
- Stocks fall as oil prices push higher again
- BoJ hasn’t ruled out April rate hike
- Shipping through Strait of Hormuz collapses
- US gas prices jump by highest in 4 years
- Senate votes down bill to halt Iran war
- China suspends oil exports
- Russia considers redirecting gas away from EU
- US Pending home sales hit lowest ever
- Investors push Anthropic to de-escalate with US

🔖Crypto News
- BTC tapped $74k before pullback
- NYSE owner takes stake in OKX at $25b valuation
- Eric Trump slams banks for stablecoin fight
- Tether takes strategic stake in Eight Sleep
- a16z plans to raise $2b for fifth crypto fund
- Kraken first to win Fed master account approval
- Robinhood launches new credit card
- Jupiter Introduces “Jupiter Card”
- Backpack launches on-chain IPO service
- Polymarket removes betting on ‘nuclear detonation’

🔖Alpha/Good Reads
- The End of the World as We Knew It — arndxt
- How to get $600k using the Monte Carlo + Kelly method on Polymarket? — 51bodila

🔖Raises
- QFEX (Seed) $9.5M, Hybrid perpetual exchange < Yuri Sagalov, Y, Paul
- Axiym (Strategic), treasury and settlement infrastructure < Tether

🔖Early Projects
- @traded_gg, Bio: The Aggregation Layer for Onchain TCG
- @taskletai, Bio: The AI agent that actually does the work. Tasklet connects to any app or API, triggers automatically 24x7, and uses a computer in the cloud to get work done.
- @archer_money, Bio: Programmable money for modern businesses. Where work triggers payouts. Building the AI CFO. archermoney.com

Follow for alpha → https://twitter.com/arndxt_xo
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👻 Threading Daily — 09.03.2026 👻

🔖Macro
- US unexpectedly loses 92k jobs in February
- US oil tops $87, Qatar says it may hit $150
- War will stop energy exports within weeks: Qatar
- Trump wants to pick new Iran supreme leader
- Iran shifts to drones from missiles in Gulf strikes
- Power prices in EU swing wildly amid Iran war
- US offers India 30-day waiver to buy Russian oil

🔖Crypto News
- BTC rebound a relief rally: CryptoQuant
- Crypto reverses rally as oil soars
- Miners have offloaded 15k BTC since Oct
- Canada completes $100m tokenized bond pilot
- Coinbase faces lawsuit over compliance failures
- Kraken rolls out xChange for its xStocks
- Justin Sun, Tron reach settlement with SEC
- Curve accuses PancakeSwap of copying code
- Pudgy accused of trademark infringement
- Kaito launches the Kaito Studio beta

🔖Alpha/Good Reads
- Ethereum's 2029 "Strawmap" Explained — snapcrackle
- The 4D Chess of Iran-Israel-U.S. Conflict — Eli5
- The State of Crypto Leverage – Q4 2025: Surviving a Stress Test — Glaxy

🔖Raises
- Utexo (Seed) $7.5M, Bitcoin-native infrastructure platform < Tether, Big Brain, Maven 11, Alchemy, Ethereal, Franklin, Gate...

🔖Early Projects
- @NumoPayApp, Bio: Bitcoin's first tap to pay solution. Free and open source. No setup. Privacy by default. numopay.org
- @Shade_L2, Bio: The Private L2. A fully private execution layer. Every transaction disappears. sale.shadenetwork.io
- @typedotcom, Bio: agent-native team chat type.com

Follow for alpha → https://twitter.com/arndxt_xo
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🚨 Holy shit... this Python library bypasses Cloudflare automatically and nobody's talking about it.

It's called Scrapling and it just killed every scraping tool you're currently using.

While everyone's duct-taping Selenium + BeautifulSoup + proxy services together and spending $500/month on CAPTCHA solving APIs...

This does all of it in one pip install. For free.

→ Cloudflare Turnstile and Interstitial bypass out of the box
→ Adaptive element tracking that survives website redesigns automatically
→ HTTP/3, TLS fingerprint spoofing, stealth browser, full Playwright — one API
→ Full spider framework with pause/resume checkpoints and real-time streaming
→ Built-in MCP server that feeds pre-extracted data directly to Claude/Cursor
→ 784x faster than BeautifulSoup on parsing benchmarks

The CAPTCHA solving industry built a $200M business on a problem this repo just made irrelevant.

100% Opensource.

(Link is in the comments)

https://x.com/ihtesham2005/status/2030586222868136096?s=46&t=hr2fbvcHJGpvp_SbDstdzg
2
👻 Threading Daily — 11.03.2026 👻

🔖Macro
- Broad sell off across stocks, bonds on shock
- Oil hits $120, then attempts reversal
- G7 consider joint release of oil from reserves
- Cuba protests grow
- US, Israel consider seizing Iran’s Uranium
- Iran President apologises to Gulf neighbours
- DoJ releases some missing Epstein files

🔖Crypto News
- Crypto slides as oil spike rattles markets
- Top Gainers: TAO, MORPHO, ZEC, PI, WLFI
- ETH cofounder Wilcke sells $157m ETH
- Punk sells for 150 ETH on Gondi
- Crypto mixers have valid uses: US Treasury
- Dubai asks unlicensed KuCoin to halt operations
- Pakistan passes Virtual Assets Act
- Kazakhstan to invest up to $350m in crypto
- Binance terrorism lawsuit dismissed
- Total tokenized RWA hit $25b, 4x in a year
- Kalshi, Polymarket eyeing $20b valuations
- Kalshi sued over Khamenei trade carveout

🔖Alpha/Good Reads
- $HYPE Man — Arthur Hayes
- Top 100 Gen AI Consumer Apps: March 2026 — a16z

🔖Raises
- Zcash Open Development Lab (Seed) $25M, Zcash Development Company < Paradigm, a16z, Coinbase, Maelstrom, Winklevoss...
- KAST (Series A) $80M, Cryptocurrency credit card < QED, Left Lane...

🔖Early Projects
- @futarddotio, Bio: Where dreams meet USDC. futard.io
- @combinatortrade, Bio: Build with intelligence. Futarchy infrastructure for your project. $ZC: x.com/combinatortrade/status/2013040967150878775 Code: github.com/zcombinatorio

Follow for alpha → https://twitter.com/arndxt_xo
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👻 Threading Daily — 11.03.2026 👻

🔖Macro
- Stocks recover, oil plummets on Trump comments
- EU, Asia battle for LNG as Iran war chokes supply
- Saudi Arabia starts oil cuts as it reroutes exports
- Anthropic sues US on ‘supply chain risk’ label
- OpenAI’s IPO hopes face skeptical investors
- Nvidia plans open source AI agent platform
- AI creates jobs not destroys them: Huang
- SpaceX considering June IPO

🔖Crypto News
- Crypto rallies on potential end of Iran war soon
- Top Gainers: HYPE, ZEC, XLM, SUI, SHIB
- Bitcoin’s mined supply hits 20m
- HYPE leads L1s on oil trading boom
- Strategy buys $1.3b BTC, BMNR buys 61k ETH
- ETH Foundation stakes 72k ETH using DVT-lite
- China’s new chip boosts blockchain speeds by 50x
- Bhutan continues to sell its BTC
- Nasdaq, Kraken collab on tokenized stock trading
- Bithumb suspended for certain activities
- Coinbase launches futures trading across Europe
- Pudgy Penguins launches Pudgy World

🔖Alpha/Good Reads
- Ethereum's 2029 "Strawmap" Explained — snapcrackle
- The AI Jobs Report - Is Your Job Safe from AI? — Eli5
- Card Payments vs. Stablecoin Payments. Which Are Better for Agents? — JackSimison

🔖Raises
- Kled AI (Seed) $5.5M, AI Data Market < K5, Aglaé, Kent...

🔖Early Projects
- @mynoraai, Bio: Agentic AI for secure, high-performance Web3 — math-driven & RL-enhanced.
- @Metricxyz, Bio: The programmable liquidity standard for real markets.

Follow for alpha → https://twitter.com/arndxt_xo
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👻 Threading Daily — 12.03.2026 👻

🔖Macro
- Stocks swing on volatile macro, oil falls
- March rate cut odds fall to 0%
- US refuses Strait of Hormuz escorts for now
- Americans withdrawing from 401k at record rates
- Oracle stock surges on earnings beat
- Messaging apps increasingly at risk from quantum
- Meta acquires Moltbook
- Google to provide Gemini AI to US government
- Judge allows Amazon to block Perplexity agents

🔖Crypto News
- Crypto slides as US-Iran drifts from resolution
- MOLT pumps after Meta acquires Moltbook
- Winklevoss twins move $130m BTC to Gemini
- S Korea prosecutors sell $21.5m seized BTC
- Ripple gets Australia license
- Aave’s oracle glitch triggers $26m liquidations
- CZ now richer than Bill Gates
- Trust Wallet intros Address Poisoning Protection
- BasketballFun willing to issue refunds
- Polymarket x Palantir to monitor sports markets

🔖Alpha/Good Reads
- Crypto is the Bank for AI Agents — 0xfishylosopher
- Tokenized Stocks Framework and Global Case Studies — Four Pillars

🔖Raises
- Immunefi (Strategic), Crypto bug bounty platform < Anchorage
- OP NET $5M, The ideal Bitcoin metaprotocol < Further, Morningstar...

🔖Early Projects
- @SporeMesh, Bio: sporemesh.com
- @UnitasLabs, Bio: The Yield Generation Layer for the Internet of Value 🌍 linktr.ee/UnitasLabs

Follow for alpha → https://twitter.com/arndxt_xo
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Do yourself a favor:

• Find a simple app making a lot of money
• Open any Reddit thread complaining about any app
• Add /.json to the end of the URL
• Download the entire thread as JSON
• Get every reply + all metadata
• Feed it into an LLM
• Extract patterns, opinions, and insights
• Use the insights to vibecode a better app

Mine reddit, make money 💸

https://x.com/abhisheknaironx/status/2031721821477982554?s=12
🌚3
👻 Threading Daily — 13.03.2026 👻

🔖Macro
- Stocks mixed amid Iran war, in-line CPI
- Oil surges near $100 after ships struck in Gulf
- US to release 172m barrels of oil
- US starts trade probe into China, EU
- Goldman warns of extreme short squeeze
- Meta rolls out in-house AI chips

🔖Crypto News
- Crypto rangebound, HYPE continues to lead L1s
- ETH devs demo ‘native rollups’ prototype
- Pumpfun adds subdomains on ETH, Base
- Optimism’s OP Labs cuts 20% staff
- Ripple to buyback $750m shares
- India arrests suspect in $2.1b GainBitcoin Ponzi
- Mastercard launches global crypto partner program
- Android wallets at risk due to MediaTek exploit
- Strive bumps dividend, buys $50m STRC & 179 BTC
- Binance sues WSJ over Iran report
- Crypto dev activity at multi-year low on AI pivot
- User loses ~$50M in AAVE on CoW Swap

🔖Alpha/Good Reads
- The State of Onchain Real-World Assets — insights4vc
- DeFi Without Deposits: Wallet-Permissioned Liquidity — greenfield_cap
- In The Stables - The Rise of Yield-Bearing Stablecoins — Messari

🔖Raises
- Ark Labs (Seed) $5.2M, Bitcoin Layer 2 payments network < Anchorage, Tether...
- Unitas (Seed) $13.33M, Decentralized, yield-bearing stablecoin protocol < Amber, Bixin, SevenX, Taisu
- Cryptio (Series B) $45M, Institutional-grade crypto accounting platform < Sentinel, 1kx...
- VeryAI (Seed) $10M, Human identity verification system < Polychain, Anagram
- PERPTools (Seed) $3M, Decentralized Perpetual Contract Exchange < Orderly, DEXForce

🔖Early Projects
- @Lio_Technology, Bio: The world’s first multi-agent system for procurement lio.ai
- @WDK_tether, Bio: WDK by Tether: open-source, self-custodial toolkit for building advanced mobile and desktop wallet experiences. wallet.tether.io

Follow for alpha → https://twitter.com/arndxt_xo
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Forwarded from Watcher Guru
JUST IN: Jim Cramer says the market is "oversold" and he is "buying."

@WatcherGuru