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How to Build a Polymarket Passive Income Bot from Scratch

Polymarket, a leading prediction market platform on Polygon, allows users to bet on real-world events using USDC. Its open API, transparent order book, low fees, and numerous human traders making errors create a fertile ground for automated trading bots. This article breaks down bot strategies from basic to advanced. Beginner-level bots include airdrop farming bots that generate volume by repeatedly buying and selling the same position, and volatility捕捉 bots that bet on mean reversion after sharp price swings. Intermediate strategies involve market-making bots, which profit from bid-ask spreads and liquidity rewards by placing limit orders, though they require significant capital and risk losses during sudden market moves. Advanced bots include arbitrage bots that exploit pricing inefficiencies between related outcomes (e.g., YES/NO shares summing under 100%), and AI-powered bots that integrate multiple data sources—historical prices, news, on-chain activity, social sentiment—to identify mispriced probabilities and execute trades across hundreds of markets. All bots require access to Polymarket’s API, a Polygon wallet for USDC transactions, historical data storage (e.g., PostgreSQL), and a Python-based toolchain. Bots succeed due to their speed, discipline, scalability, and data-processing capabilities. However, effective risk management is crucial, as strategies can fail due to liquidity issues, unexpected news, or intense competition. Building a profitable AI bot is particularly resource-intensive, akin to running a startup.

Odaily星球日报12/10 03:15

How to Build a Polymarket Passive Income Bot from Scratch

Odaily星球日报12/10 03:15

Fed Rate Cut Tonight Almost Certain, This Meeting More Like a 'Political Pressure Test'!

This week's Federal Reserve policy meeting is set to be one of the most contentious in recent years. With key economic data missing due to a 43-day U.S. government shutdown, the meeting has evolved into a stress test of the Fed’s independence and decision-making process. Market expectations for a rate cut have surged from 30% to 97%, reflecting both data uncertainty and growing political influence. Internally, the Fed is deeply divided, with a 4-4 split among key officials between holding rates and cutting. The dot plot shows a rare "bimodal distribution," with 7 officials favoring no change and 8 supporting a 50-basis-point cut. Doves point to a weakening labor market—unemployment rose to 4.3% in August, a four-year high—while hawks emphasize persistent inflation, with core PCE at 2.7%, above the 2% target. Political pressure has intensified, notably through appointments like Stephen Milan, who voted for a deeper cut just one day into his role, aligning with former President Trump’s public demands. The upcoming Fed leadership transition adds further uncertainty, as officials may be positioning for future roles. Amid data gaps and political interference, the Fed faces a complex risk-management dilemma: balancing concerns over slowing employment against inflation risks and soaring government debt interest costs. Communication challenges are heightened by internal divisions, forcing the Fed to rely more on high-frequency and alternative data. This meeting may mark a shift toward a new monetary policy framework where data scarcity and political pressure become persistent challenges to the Fed’s independence.

marsbit12/10 02:29

Fed Rate Cut Tonight Almost Certain, This Meeting More Like a 'Political Pressure Test'!

marsbit12/10 02:29

Bitcoin Reclaims $94,000: A New Bull Market Beginning or a Bull Trap?

Bitcoin has surged back to the $94,000 level, sparking debate over whether this marks the beginning of a new bull run or a short-term bullish trap. Despite the strong price performance, trading volume has not fully supported the upward move. Key resistance levels and the upcoming FOMC meeting have influenced market sentiment. After a brief period of consolidation, Bitcoin broke through $93,500, reestablishing a short-term bullish trend. Technical analysis indicates the formation of bullish patterns such as the "cup and handle" and "inverse head and shoulders," suggesting a potential rise to $104,000 if $96,000 is breached. However, failure to hold above $96,000 could trigger a pullback toward $88,000–$89,000 or even lower. Market liquidity presents mixed signals. The buy-sell ratio remains low, and retail participation—especially from South Korea—has cooled, though U.S. institutional demand appears stronger. On-chain data shows increased activity from large holders, indicating accumulation by "smart money." Macro factors include potential Fed rate cuts and supportive U.S. policy developments, such as proposed Bitcoin strategic reserves and stablecoin legislation. Bitcoin ETF approvals are also anticipated by mid-May, with traditional firms like Vanguard gradually opening access to crypto ETFs. Risks include overbought conditions, high leverage (with $120M in long liquidations possible below $87,000), and regulatory uncertainties outside the U.S. Investors should monitor the $96,000 level and Fed policy closely, prioritizing risk management in a volatile market driven by ETF flows, leverage cycles, and macro liquidity.

marsbit12/10 01:32

Bitcoin Reclaims $94,000: A New Bull Market Beginning or a Bull Trap?

marsbit12/10 01:32

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