Upswingproductions
Insights · Research Desk

Educational essays from our analysts.

Short, well-sourced pieces on market structure, behavior and risk. Nothing here is a recommendation, a prediction or a trading idea. Each article ends with a list of references and limitations.

Trading desk
Equities · 6 min read

Reading market breadth without anchoring on mega-caps

Why advance-decline lines and equal-weight indices often disagree with the headline S&P 500, and what that disagreement actually teaches a learner about underlying participation.

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Crypto
Digital Assets · 8 min read

An honest framework for on-chain metrics

Active addresses, exchange flows, MVRV — useful when interpreted carefully and dangerous when used as leading indicators. We outline what each metric can and cannot tell you.

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Macro
FX & Macro · 5 min read

How to read an FOMC statement in five passes

A repeatable reading protocol used in our FX-201 module: language change, dot plot drift, SEP detail, market reaction, and post-meeting commentary. Designed for educational practice, not for trading the release.

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Risk
Risk · 7 min read

Position sizing as the master variable

Why sizing decisions matter more than entry rules over a long enough sample. We walk through fixed-fractional, volatility-scaled and Kelly-flavored approaches with their respective limitations.

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Behavioral
Behavior · 6 min read

Three biases that survive every market cycle

Recency bias, narrative fallacy and loss aversion explain a surprising share of preventable mistakes. We cover detection patterns and journaling techniques used in our Risk Lab.

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Research
Process · 4 min read

Building a Sunday research routine that actually sticks

A 90-minute weekend protocol students use to review the prior week, prepare a watch list, and rehearse decision rules — without watching every tick of the upcoming week.

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Earnings
Equities · 9 min read

Reading 10-K filings without losing your weekend

Five sections that matter most, three you can usually skim, and the language patterns that tend to flag risk-factor changes worth paying attention to.

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Forex
FX · 6 min read

Why session liquidity matters more than session "personality"

Tokyo, London and New York sessions are often described in terms of mood. The more useful frame for a learner is liquidity, spreads and how they affect realistic execution.

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Capstone
Portfolio · 7 min read

Documenting an allocation as if you'll defend it

The capstone format we use: thesis, exposures, sizing, expected drawdown, kill criteria. Writing the document is more valuable than picking the assets.

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All articles are educational. They do not constitute investment advice and do not take into account any individual learner's circumstances.