Alpha Ledger

Thomas Ledger

Thomas Ledger

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7 Open-Source AI Coding Assistants for Building Algorithmic Trading Bots in 2026

The post-Llama-4 wave of open-source models has made self-hosted AI coding tools a genuine alternative to GitHub Copilot for algo traders—without the IP risk. We benchmarked seven tools on a real pairs-trading prompt so you don't have to guess.

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MiCA-Compliant Crypto Yield Platforms: Where to Earn Passive Income Legally in 2026

MiCA is fully enforced and the wild APY era is over — but licensed platforms are paying real, sustainable yields. Here's exactly where to earn compliant crypto passive income in 2026.

Best AI Agents for Automated Tax-Loss Harvesting in 2026: A Hands-On Comparison

We deployed $50,000 across four AI platforms for 90 days to find the best automated tax-loss harvesting tools in 2026. The results expose real differences that matter at scale. Not all AI agents harvest equally — and the gap compounds over time.

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Tokenized Treasury Bond ETFs vs Traditional Treasury ETFs: Which Earns More in 2026?

Tokenized treasury products now have 12+ months of real performance data — and the yield gap is smaller than marketed. Here's where the hidden costs actually land.

7 Best AI Copilot Tools for Stock Research in 2026 (Tested With Real Portfolios)

We tested 7 AI copilot tools for stock research using real NVIDIA, Apple, and Palantir earnings — scoring each on accuracy, speed, and actionable insight. Here's the full ranked breakdown and which stack is worth your money in 2025.

AI Agents for Automated Tax-Loss Harvesting in 2026: Which Tools Actually Save You Money?

AI agents for automated tax loss harvesting in 2026 can save self-directed investors $500–$9,000+ annually — but only if you match the right platform to your portfolio size. Here's the data-driven comparison you need before tax season.

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Tokenized Treasury ETFs vs Money Market Funds: Which Earns You More in 2026?

The tokenized treasury ETFs vs money market funds debate is no longer theoretical — BlackRock BUIDL, Franklin BENJI, and Ondo OUSG are competing for the same yield-seeking capital as Vanguard and Fidelity. Here's the full breakdown of who wins on returns, fees, and tax treatment in 2026.