Studies in machines that read markets
Nacho Planas
Software engineer and economist in Barcelona. I research markets, manage an options portfolio and write about both. Every tool I need starts here as a rough drawing, then becomes a working machine.

Folio i
Machines
Current work, drawn as plates. Hover one to watch the sketch become the machine.

optionerd
A free options strategy calculator and visualizer, built by an options trader for traders.
optionerd.com ↗

YieldMaxCalc
Yield calculator and analytics for YieldMax ETFs: distributions, NAV decay and total return.
yieldmaxcalc.com ↗

WhyTheMove
Explains why a stock is moving today by pulling news, filings and market signals into one clear narrative.
whythemove.com ↗

Nalu
Website and lead pipeline for a renovation and project-management company in Barcelona and the Garraf.
nalu.house ↗
Earlier machines
- 2026Sector IntelligenceReads the latest earnings call of about 2,200 US companies and scores the tape: demand, guidance, sequential change, pricing, AI impact and market themes. A screener to browse them by sector and theme. · Founderthemes.nachoplanas.com ↗ (opens in a new tab)
- 2025RevalooCollects Google Maps reviews, routes negative feedback privately and encourages the positive ones publicly. · Founderrevaloo.com ↗ (opens in a new tab)
- 2023LogoHubAI-assisted logo generation. · Founderlogohub ↗ (opens in a new tab)
- 2023AsyncHiredA platform connecting companies with IT professionals. · Backend engineerasynchired ↗ (opens in a new tab)
Folio ii
Writings
Long essays on the AI build-out and the businesses underneath it, plus shorter notes on options, catalysts and trades.
- Featured · 43-min readThe AI supply chain adventure: How minerals become LLMsEvery answer a chatbot gives you has passed through a quartz mine, a Dutch light source, a Taiwanese packaging line, a Korean memory stack, a copper spine, a gas turbine and a training run that cost more than most companies are worth. Here is the whole chain, thirteen layers deep, with the companies that hold each one and what makes them hard to replace.read the essay →
- Featured · 30-min readCan AI ever build itself? A deeper look into autonomous AI researchIn September, Anthropic CEO Dario Amodei, one of the industry's most influential figures, called on governments to slow AI development, arguing that AI has begun to improve itself. I went through every source he cites. What recursive self-improvement means, what the evidence shows, what actually happened when thousands of AI agents breached Hugging Face, and why a slowdown serves the labs' interests beyond safety.read the essay →
- Featured · 33-min readMemory's Pizza economicsMemory chips get cheaper almost every year, and the companies that make them have swung from record profits to near-bankruptcy roughly once a decade for fifty years. This is the long version: what a bit physically is, why the business behaves like a street of pizzerias with $20 billion ovens, how dozens of makers became three, and what the AI boom has and hasn't changed.read the essay →
Latest notes
- The dawn of the agentic era: who gets paid when software starts actingMeta's Muse put an AI agent in millions of pockets in two weeks. The consumer moment is real and still rough. The more durable story is the harness: every agent's work turns into calls, commits, requests and logs that somebody meters. Twilio, Datadog, GitLab and Cloudflare, with the numbers.read the note →
- Cybersecurity has to change shape for the agent eraIn July a swarm of AI research agents broke out of a test and into Hugging Face. It was not malice, and that is the point: attack capability is now cheap, tireless and parallel. What the incident and the data say about how security has to change, and which parts of the industry are built for it.read the note →
- The SaaSpocalypse, sorted: who AI is actually disruptingIn 2026 the market sold software as if it were one thing. It is at least three: businesses AI speeds up, businesses AI needs, and businesses AI replaces. Three questions to tell them apart, tested against 36 companies and the data.read the note →
Folio iii
Research
Every stock call I've published, priced against SPY since the day it went live.
- Average return
- +3.7%
- across 13 calls
- vs SPY
- +0.6%
- 6 of 13 beat the index
- Hit rate
- 54%
- direction called correctly
- Names covered
- 9
- with a Buy or Sell
- SNDK chartSandisk: You Can Pace The Frontier, Not Its Memory Needs (opens on Seeking Alpha in a new tab)Sandisk CorporationStrong Buy−5.9%vs index−5.7%
- ANTHROAnthropic And OpenAI: "Pacing The Frontier" Or Running Out Of Steps? (opens on Seeking Alpha in a new tab)AnthropicHold—vs index—
- OPENAIAnthropic And OpenAI: "Pacing The Frontier" Or Running Out Of Steps? (opens on Seeking Alpha in a new tab)OpenAIHold—vs index—
- MU chartSK hynix Vs. Micron: 'This Time Is Different' (opens on Seeking Alpha in a new tab)Micron Technology, Inc.Buy+8.2%vs index+7.5%
- SKHY chartSK hynix Vs. Micron: 'This Time Is Different' (opens on Seeking Alpha in a new tab)SK hynix Inc.Strong Buy+3.2%vs index+2.5%
Folio vi
Correspondence
Ideas, work, or a trade you want to argue about.
Work
- NaluFounder2026 – Present
- optionerdFounder2025 – Present
- YieldMaxCalcFounder2025 – Present
- WhyTheMoveFounder2025 – Present
- RevalooFounder2025 – Present
- LogoHubFounder2023 – Present
- AsyncHiredBackend Software Engineer2023 – Present
- FinSmartFull-stack Software Engineer2022 – Present
- Catalyst ScreenerSoftware developer2021 – Present
- GO BuildingsFull-stack Software Engineer2018 – 2023