VanEck预测：贺锦丽担任总统或对加密货币价格最有利

cryptonewsPublished on 2024-09-08Last updated on 2024-09-22

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How an Anthropic Engineer Saved 300 Million Tokens in a Week: A Claude Code Caching Guide

Anthropic engineers reveal how prompt caching in Claude Code dramatically reduces token consumption. By reusing already-processed context, cached tokens cost only 10% of regular input tokens. The author saved over 300 million tokens in a week, with 91 million cached tokens in a single day counted as roughly 9 million for billing. Caching works via prefix matching across three layers: system (instructions, tools), project (CLAUDE.md, rules), and conversation (chat history). As long as the beginning of a request matches cached content, Claude reuses it instead of reprocessing. Key points for users: - Claude Code's cache TTL is 1 hour (vs. 5 minutes for API/Sub-agents). Avoid pausing a session beyond this. - Switching models (including enabling "Opus plan" mode) breaks cache, forcing a full reprocess. - For task switching, use a clear session handoff instead of letting an old session expire. - Place large documents in Projects, not directly in chat, for better caching. High cache reuse benefits both users (longer sessions) and Anthropic (lower costs). Monitoring cache hit rates is crucial internally. By managing context as an asset and avoiding cache-breaking habits, users can make their Claude Code sessions more efficient and cost-effective.

marsbit32m ago

How an Anthropic Engineer Saved 300 Million Tokens in a Week: A Claude Code Caching Guide

marsbit32m ago

Under the squeeze between giants Tether and Circle, how can foreign exchange stablecoins break through?

In the face of dominance by Tether (USDT) and Circle (USDC), new entrants in the stablecoin space face significant challenges competing directly, especially in the foreign exchange (FX) market. A more viable and efficient path forward is the adoption of synthetic foreign exchange (Forex) built atop existing USD stablecoin rails. The rise of stablecoin neo-banks represents the next major growth area for mass crypto adoption, with FX becoming a core component. However, replicating the vast liquidity, distribution channels, and network effects of USDT/USDC is extremely difficult for new FX stablecoin issuers. The total market cap of all FX stablecoins is a fraction (roughly 1/700th) of USD stablecoins, leading to issues like poor liquidity, peg instability, limited acceptance, and complex compliance hurdles. Instead of issuing spot FX stablecoins, the article advocates for a model inspired by traditional finance's non-deliverable forwards (NDFs). Users would continue to hold underlying USDT/USDC, while their account balances are displayed and economically settled in their preferred local currency through MtM (Mark-to-Market) NDF structures. This approach leverages the deep liquidity and infrastructure of USD stablecoins while providing synthetic forex exposure. Key advantages include strong peg stability via oracles, retained access to USD stablecoin yields and liquidity, high capital efficiency, and easy scalability to new currencies. Primary use cases for this on-chain NDF forex include: 1. Neo-banks, custodians, and wallets offering multi-currency accounts to attract international users and increase deposits. 2. Forex carry trade strategies, potentially offering more stable and scalable yields compared to crypto-native products like Ethena. 3. Global corporate payments, allowing businesses to receive payments in local currencies while hedging forex risk on-chain, similar to services offered by Stripe in traditional finance. This synthetic forex model presents a pragmatic solution to overcome the network effects of incumbents and unlock the next wave of stablecoin utility for global consumers and businesses.

marsbit39m ago

Under the squeeze between giants Tether and Circle, how can foreign exchange stablecoins break through?

marsbit39m ago

$2 Billion Write-Off: Manus Plans Hong Kong IPO for a Comeback?

The $2 billion acquisition of Chinese AI startup Manus by Meta was officially blocked by Chinese regulators in April 2026, citing national security concerns under foreign investment review rules. Despite the deal being completed months prior, with Manus integrated into Meta, the unprecedented "prohibited" ruling forced a reversal. In response, Manus's founders are now negotiating a $1 billion funding round to buy back the company from Meta at a valuation matching the original $2 billion, followed by plans to establish a Chinese joint venture and pursue a Hong Kong IPO. The article details Manus's rapid rise to $100 million in annual recurring revenue within eight months, leading to Meta's swift acquisition. However, regulators deemed its core technology and data too strategically linked to China, regardless of its Singapore headquarters. The forced unwind is complex, as Manus's team and tech are deeply embedded within Meta. Facing a reshaped competitive landscape in China's AI Agent sector with rivals like Zhipu and MiniMax, Manus sees an IPO as essential for survival and future funding. Hong Kong is presented as the ideal venue, given its recent boom in AI listings, investor appetite for high-growth tech firms, and favorable mechanisms for ongoing capital raises. The move symbolizes Manus's shift from dependence on a foreign giant to seeking independent, market-driven growth.

marsbit39m ago

$2 Billion Write-Off: Manus Plans Hong Kong IPO for a Comeback?

marsbit39m ago

Bitcoin Pizza Day: A $41 Experiment Now Worth Billions

Sixteen years after software developer Laszlo Hanyecz paid 10,000 Bitcoins for two pizzas, the crypto community marked Bitcoin Pizza Day. That $41 experiment is now worth over $767 million, briefly hitting $1.2 billion at Bitcoin's peak. The 2010 transaction proved a decentralized digital asset could facilitate real commerce, a far cry from today's ambitions. The scale has grown dramatically, with nations like Iran announcing Bitcoin could be used to pay for critical shipping tolls, though on-chain evidence remains lacking. In the US, lawmakers push for Bitcoin reserves and tax exemptions. What began as a quirky purchase has ignited a global conversation on national reserves, international trade, and the future of money itself.

bitcoinist3h ago

Bitcoin Pizza Day: A $41 Experiment Now Worth Billions

bitcoinist3h ago

Bitcoin Bottom May Be 2 Months Away, On-Chain Data Suggests

Based on historical on-chain data, Bitcoin may be approaching a cycle bottom within approximately two months. A key indicator, the ratio between the long-term holder (6m-10y) realized price and the broader market (0-10y) realized price, has reached a critical level of 0.936. Historically, when this ratio drops below 0.936 and subsequently recovers to 1.0—signaling that even long-term holders are at a loss—it has marked major market bottoms. Past cycles saw this recovery take 50 to 66 days. If the pattern repeats, a definitive bottom could form by mid-to-late July 2026. Currently, Bitcoin is trading around $75,269, having tested the $76,000 support level multiple times. Market sentiment is fearful, with the Fear & Greed Index at 28. While short-term predictions vary, some analysts forecast a potential rise to around $90,529 within three months.

bitcoinist4h ago

Bitcoin Bottom May Be 2 Months Away, On-Chain Data Suggests

bitcoinist4h ago

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Welcome to HTX.com! We've made purchasing Green Metaverse Token (GMT) simple and convenient. Follow our step-by-step guide to embark on your crypto journey.Step 1: Create Your HTX AccountUse your email or phone number to sign up for a free account on HTX. Experience a hassle-free registration journey and unlock all features.Get My AccountStep 2: Go to Buy Crypto and Choose Your Payment MethodCredit/Debit Card: Use your Visa or Mastercard to buy Green Metaverse Token (GMT) instantly.Balance: Use funds from your HTX account balance to trade seamlessly.Third Parties: We've added popular payment methods such as Google Pay and Apple Pay to enhance convenience.P2P: Trade directly with other users on HTX.Over-the-Counter (OTC): We offer tailor-made services and competitive exchange rates for traders.Step 3: Store Your Green Metaverse Token (GMT)After purchasing your Green Metaverse Token (GMT), store it in your HTX account. Alternatively, you can send it elsewhere via blockchain transfer or use it to trade other cryptocurrencies.Step 4: Trade Green Metaverse Token (GMT)Easily trade Green Metaverse Token (GMT) on HTX's spot market. Simply access your account, select your trading pair, execute your trades, and monitor in real-time. We offer a user-friendly experience for both beginners and seasoned traders.

1.3k Total ViewsPublished 2024.03.29Updated 2025.03.21

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