Articles on crypto market intelligence, trading APIs, AI agents, derivatives data, and building algorithmic trading systems.
On 20 August a White House crypto event moved BTC 10% and liquidated billions in shorts. Our news scanner produced zero events. The liquidation tape had already printed a 334x cascade 23 minutes earlier.
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2026 was the year the crypto data industry took free access away. CoinDesk Data retired its free tier outright on 21 May. CoinGlass still has no free API at all. We spent the same year going in the opposite direction — and sizing the free tier around the AI agent instead of the human at a dashboard.
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Everyone sizes down when volatility spikes. We joined 921 real trades to the daily crypto volatility index, found the opposite - then spent three rounds of testing on 107 wallets watching the answer reverse twice. Here is what survived.
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When MCP isn't an option and you're rolling your own agent loop, you need tool schemas. Here are drop-in function-calling definitions for live crypto data — in both OpenAI and Anthropic formats, with the handler to execute them.
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Equities have the VIX. Crypto never had one number — until now: a volume-weighted realized-vol index across the whole market, plus BTC and ETH implied vol and the premium between them.
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A Custom GPT can't read live markets on its own — but with one imported OpenAPI schema it can call real crypto endpoints on demand. Here's how to wire CryptoDataAPI into a GPT as an Action.
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Most APIs gate their free tier behind a signup form, an email confirmation, and a dashboard click — all of which an autonomous agent cannot do. Here is how an agent provisions its own crypto data key with a single request.
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A LangChain agent is only as good as its tools — and by default it has no idea what markets are doing right now. Here's how to give it live crypto data with a custom Tool in about 20 lines of Python.
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Ask any model for the Bitcoin price and it will answer with total confidence — and it will be wrong, because its knowledge froze at training time. Here is why that happens and the one-call fix that grounds your agent in real data.
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AlgoBrain is a free, open-source knowledge base that derives over 1.5 million crypto trading strategy configurations — and your AI agent can read all of it locally. Here's exactly where that number comes from, why it's the size of the haystack rather than a promise of profit, and what actually happened when we pulled one family out of it and put a variant on a live account.
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Most "crypto prompts" fail because the model has no live data. These 10 free, copy-paste prompts each plug into a real CryptoDataAPI endpoint — so your LLM analyzes what the market is actually doing, not what it remembers.
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Most vendors sell direction. We tested our own HMM honestly: it nails the current market state within hours and routes strategies measurably — but it does not predict where price goes next. Here are the base rates.
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