MIRKASO
Mirkaso — AI-powered crypto market intelligence terminal
3 Months of Solo Building a Crypto Intelligence Platform — Here's What Shipped
Hey IH 👋
I'm Kyrylo, solo founder of Mirkaso — a real-time derivatives intelligence platform for crypto and RWA traders. Think Bloomberg Terminal vibes but for crypto futures, built by one person.
Quick context: I monitor 740 instruments across Binance Futures (570 crypto + 170 TradFi perpetuals) and surface anomalies, signals, and market structure data that professional traders actually need. 99.7% market coverage.
Here's what the last 3 months looked like.
What shipped (June → August 2026)
New pages & features:
Correlation Matrix — 12-asset correlation heatmap with hybrid SSR rendering. Helps traders spot when correlations break down (that's where the edge is)
ETF Flows Dashboard — real-time ETF flow tracking for 10 assets via SoSoValue API. Institutional money flows visible at a glance
Seasonality Explorer — generated 508 individual instrument pages with ISR. Each coin gets its own seasonality profile with historical patterns
Macro Dashboard redesign — complete overhaul of the macro data view
Liquidations Dashboard — frontend, backend, and DB migration all done (currently rewriting the data fetcher from REST to WebSocket)
Guides section — seeded 10 educational guides, publishing 3/week cadence
Infrastructure & DX:
Expanded from 677 to 740 tracked instruments (added TradFi perpetuals — commodities, forex, indices)
Chinese localization (3 phases shipped, 4th in progress)
SEO expansion: 508 new pages, JSON-LD structured data, hreflang tags, canonical fixes
Built an admin marketing panel — AI-powered tweet drafter with signal-based content generation
Migrated LLM calls to Azure OpenAI (gpt-5-mini) from OpenRouter
Shipped glossary translation pipeline for 5 locales
Fixed a nasty type-cast bug in the anomaly detector that was silently dropping signals
What I learned
SEO compounds. Those 508 seasonality pages are starting to pull organic traffic. Programmatic SEO with real data (not AI slop) works — Google rewards unique datasets.
Solo doesn't mean slow. Shipping a correlation matrix, ETF flows, seasonality explorer, liquidations dashboard, macro redesign, localization, and an admin panel in 3 months — with infra optimization on the side. The trick is ruthless prioritization and knowing when to shelf things (killed an orderbook page idea early — negative ROI).
Type safety matters in async Python. Lost hours to an asyncpg bug where implicit type casting silently filtered out valid signals. Now I explicitly cast every parameterized query. Boring fix, big impact.
Your proxy will break. Running a Squid proxy on Fly.io Singapore to bypass Binance geo-restrictions works until it doesn't. Currently migrating to Cloudflare Workers — simpler, cheaper, more reliable.
The pitch in one line
If you trade crypto derivatives and you're still alt-tabbing between 14 browser tabs to check funding rates, open interest, liquidations, and correlations — Mirkaso puts it all in one place with anomaly detection on top.
Would love feedback from other solo founders building in fintech or crypto. What's your experience with programmatic SEO? And how do you think about the tension between shipping features vs. growing users when you're pre-PMF?
Русская версия
Заголовок:
Запустил Mirkaso — терминал для анализа крипторынка, который я сам хотел использовать каждый день
Текст:
Привет всем.
Последние несколько лет я активно занимаюсь трейдингом и инвестициями на крипторынке. Постоянно сталкивался с одной и той же проблемой: нужная информация была разбросана по десяткам сервисов.
Для анализа рынка приходилось одновременно использовать графики, данные по Open Interest, Funding Rate, потоки ETF, макроэкономические индикаторы, ончейн-метрики и различные сканеры аномалий.
Переключение между сервисами занимало много времени и часто приводило к тому, что важные сигналы замечались слишком поздно.
Поэтому я начал создавать Mirkaso.
Цель проекта — объединить ключевые данные и аналитику в одном интерфейсе, чтобы трейдер мог быстрее принимать решения и видеть общую картину рынка.
Сейчас в Mirkaso уже доступны:
• Рыночная аналитика в реальном времени
• Open Interest и объёмы фьючерсов
• Long/Short Ratio
• Индикаторы настроения рынка
• AI-анализ текущей ситуации
• Сканер рыночных аномалий
• Тепловая карта рынка
• Макроанализ и ликвидность (M2, Yield Curve, ETF Flows)
• Аналитика портфеля
• Калькуляторы риска и размера позиции
• Ончейн и фундаментальные метрики
Это только начало.
Следующие этапы:
• страницы монет с глубокой аналитикой;
• система AI-инсайтов;
• расширенные сигналы;
• новые модели оценки риска;
• автоматизированные исследования рынка.
Сейчас основная задача — получать обратную связь от трейдеров и инвесторов.
Буду рад услышать:
Какими инструментами вы пользуетесь для анализа крипторынка?
Какая функция была бы для вас наиболее полезной?
Что больше всего раздражает в существующих аналитических сервисах?
Сайт: https://mirkaso.com
Hi everyone,
Over the past few years I've been actively trading and investing in crypto markets.
One problem kept coming up repeatedly: important market information was scattered across too many platforms.
To understand what was happening in the market, I often needed to switch between charting tools, Open Interest dashboards, funding data, ETF flow trackers, macroeconomic indicators, on-chain analytics, and anomaly scanners.
The workflow was fragmented and inefficient.
That's why I started building Mirkaso.
The goal is simple: bring the most important market intelligence tools together into a single platform so traders can make faster and better-informed decisions.
Today Mirkaso includes:
• Real-time market analytics
• Open Interest and futures volume tracking
• Long/Short Ratio monitoring
• Market sentiment indicators
• AI-powered market analysis
• Market anomaly scanner
• Market heatmaps
• Macro analysis (M2, Yield Curve, ETF Flows)
• Portfolio analytics
• Position sizing and risk calculators
• On-chain and fundamental metrics
This is just the beginning.
The roadmap includes:
• Deep coin analysis pages
• AI-generated market insights
• Advanced signal models
• Portfolio risk optimization
• Automated crypto research tools
Right now my main goal is to learn from traders and investors.
I'd love to hear:
What tools do you currently use for crypto market analysis?
Which feature would be most valuable to you?
What frustrates you most about existing crypto analytics platforms?
Website: https://mirkaso.com
Looking forward to your feedback and suggestions.
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1
This is a strong product direction because crypto traders do not really need “more dashboards.” They need faster signal separation. Open interest, funding, ETF flows, macro liquidity, sentiment, on-chain data, anomaly scanners, and portfolio risk all matter, but the pain is that the picture only becomes useful when those signals connect.
That is probably the positioning I would sharpen: not just a crypto analytics terminal, but a market intelligence layer that helps traders see what is changing before it becomes obvious.
One thing I would pressure-test early is the brand frame. Mirkaso is not bad, but for a product trying to become a serious market intelligence terminal, the name has to carry speed, trust, and signal clarity. If traders start using it daily, changing the brand later becomes harder once dashboards, watchlists, coin pages, and research workflows lock in.
Exirra .com would fit this direction well because it feels more like signal intelligence and market analysis infrastructure, while still leaving room for AI insights, anomaly detection, risk models, portfolio analytics, and automated research under one stronger brand.
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