Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
this is one of the best workflows I've seen in a long time
in this video she breaks down exactly how most people are using Claude:
- the 14% you lose to CLAUDE.md before typing a word
- the automation workflows most users don't know exist
- the daily task pipelines that run without touching the keyboard
- the daily workflows Anthropic's own engineers automated first
if you've been using Claude for more than a month and never left the chat window, you've been using one agent when you could be running a team of them
instead of another show tonight, watch this
make sure to bookmark it before it gets lost in your feed
the guide is in the article below
yeah so this is insane
24 year old turned $225M into $5.5B in <12 months. dug into his recent investments and… holy fuck
- MASSIVE $885M position in Bloom Energy (specialises in portable energy turbines for… you guessed it - ai data centers) - this 1 position is 20% of the entire fund lol
- massive SHORT position on Infosys. he’s betting claude code, codex are going to replace outsourced IT work (he’s right)
- added $300M to his corweave position totalling $700M (someones gotta run those gpus)
- aggressively pivoted investments into electrical and energy infra (aka AI’s biggest constraint right now)
- dumped $100Ms of NVIDIA and Intel positions.
- aggressively buying bitcoin mining companies and re-purposing them for ai data centers. (cipher, bitdeer)
- fund up $1.5B in the last 3 months (+35% last quarter)
- now owns 10% of core scientific (levered bet on coreweave 😂)
He outperformed the S&P500 8X in the funds first 6 months. fucking goated.
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Crypto AI Landscape
- Applications & Services
- Marketplaces
- Middleware
- Infrastructure
4 key layers + only a handful of market leaders generating revenue or capturing initial PMF
More of this in the article below ↓
McKinsey just dropped its 2025 AI report.
1. Everyone’s testing, few are scaling.
88% of companies now use AI somewhere.
Only 33% have scaled it beyond pilots.
2. The profit gap is huge.
Just 6% see real EBIT impact.
Most are still stuck in “experiments,” not execution.
3. The winners think bigger.
Top performers aren’t cutting costs. They’re redesigning workflows and creating new products.
4. AI agents are emerging.
23% are testing agents.
Only 10% have scaled them (mostly in IT and R&D).
5. The jobs shift is starting.
30% of companies expect workforce reductions next year, mostly in junior or support roles.
TL;DR:
AI adoption is nearly universal. Impact isn’t.
The gap between pilots and profit is where the next unicorns will be built.
x402 is an internet-native payment standard for Agents: fast, cheap, and on-chain.
Agents can pay per API call in USDC with instant finality, no chargebacks, and full compliance. The entire process is achieved without the friction of managing API keys or subscriptions.
“Facilitators” (like PayAI, Coinbase) act as the gateway to verify & settle these payments.
The five layers of AI and those best positioned to benefit:
1 - Application: $PLTR, $NOW, $CRM, $NET, $CRWD, $TEM, $SHOP, $TSLA
2- Models: $MSFT, $GOOGL, $AMZN, $META, $BABA, $NVDA
3 - Infrastructure: $NBIS, $IREN, $CRWV, $ORCL, $ALAB, $ANET & hyperscalers
4 - GPU: $NVDA, $AMD, $INTC, $TSM, $AVGO, $ARM, $ASML
5 - Energy: $OKLO, $EOSE, $CEG, $NXT, $LEU, $SEI
This is my personal take on who I believe is best positioned. Any names you’d add or remove?
x402 Alignment map: Key players to watch ↓
The x402 protocol experienced a 10,780% surge in transactions over one week in October 2025, processing nearly 500,000 payments.
Before x402:
• AI agents needed API keys (security risk)
• Subscription models (inefficient for sporadic use)
• Manual payment setup (kills automation)
• Credit cards (friction, fees, geographic limits)
After x402:
• AI agents pay autonomously with stablecoins (USDC)
• Pay-per-request model (perfect for micropayments)
• Zero manual intervention (true automation)
• Internet-native (works globally, near-zero fees)
Why this is bigger than it looks:
• As AI agents become more autonomous, they need a way to transact. x402 is the payment rail for this economy.
• x402 uses USDC and other stablecoins, driving real-world crypto utility beyond speculation.
• Institutional Backing Coinbase, Cloudflare, Google Cloud, PayPal Ventures, General Catalyst – this isn't a degen play. This is infrastructure-grade tech.
***
BEST ALIGNED | WEB3:
• @coinbase
• @base
• @GoKiteAI
• @ChainbaseHQ
• @playAInetwork
ALIGNED | WEB3:
• @eigencloud
• @Mantle_Official
• @peaq
• @Gate
• @Cardano
PARTIALLY ALIGNED:
• @pieverse_io
• @olaxbt