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Python

prometheus + grafana - my algo monitoring stack
finally got around to documenting my monitoring setup. been running this stack for almost 2 years now. saved my ass multiple times. why monitoring matters # had an algo go sideways in march 2024.
first week 2026 - january momentum algo kicking off
new year. new momentum. first real trading week of 2026 in the books. january effect algo activated. the january effect # some people think it’s BS.
year-end portfolio rebalancing algo - detecting institutional flows
december means institutional rebalancing. pension funds, endowments, mutual funds all adjusting. built an algo to detect and trade the flows. the concept # year-end rebalancing patterns:
coinbase advanced vs binance.us - crypto algo trading comparison
been using both for 2+ years. different strengths. here’s the breakdown. coinbase advanced # what I use it for:
vix term structure algo - contango/backwardation trading
been researching VIX term structure trades. contango vs backwardation. predictable patterns. finally got an algo working. the concept # contango: front month VIX < back month VIX
redis timeseries - cutting latency from 45ms to 8ms
just finished a redis optimization project. latency went from 45ms to 8ms. here’s how. the problem # market data pipeline was bottlenecking at redis.
sector rotation algo - implementation with relative strength scoring
been working on a sector rotation algo. concept: own the strongest sectors, short the weakest. simple in theory. complex in implementation. the core idea # sectors rotate in predictable cycles.
polygon.io vs iex cloud - 2 year data feed comparison
been using polygon.io as primary data source since 2023. added iex cloud as backup last year. here’s how they compare for algo trading. polygon.io (primary) # what I use it for:
earnings volatility filter - implementation and early results
been running the earnings volatility filter for a week now. early results are promising. the problem # earnings = binary events. stock moves 5-10% or nothing.
interactive brokers api - 2 years deep review
been on IB for 2 years now. primary broker for options and futures. here’s what I’ve learned. why IB # pros: