I Marked My Cold Path #[cold] and It Got 134% Slower

A common piece of Rust perf folklore: “mark the rare branch cold, the compiler will lay out the hot one as fall-through.” I followed that advice on a streaming indicator’s warmup path. Every wrapping indicator regressed. Supertrend by 134%. This is the post I wish existed last month. The setup quantedge-ta is a streaming technical-analysis library. One of… Continue reading

Anthropic Blocked Agents on Subscription Plan. Here’s Why I’m Not Going Local

Last Friday at 8pm London time, Anthropic blocked subscription-based access for third-party agents. If you were using Claude through Cursor, Cody, OpenClaw, or anything other than Claude Code or claude.ai itself, your token stopped working. I was one of those users. I run an AI assistant (OpenClaw) that augments my work: code review, calendar management,… Continue reading

Why %K Broke the O(1) Pattern (and How I Fixed It)

Every indicator in quantedge-ta before the Stochastic Oscillator shares a design pattern: each new bar’s contribution decays over time. SMA: uniform average, old bars age out as the window slides. EMA: exponential weight, old contributions shrink but never hit zero. RSI: Wilder’s smoothing, same story. MACD: two EMAs composing. ATR: Wilder’s smoothing on True Range. None of… Continue reading