Gemini 4 Hydrogen is now live on Minara Harness.
Its 1,048,576-token context window and agentic workflow design make it a fit for exploring market questions while Minara automations watch prices and positions.
Try Gemini 4 Hydrogen at minara.ai.
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Gemini 4 Carbon is now live on Minara Harness.
With complex reasoning and a large context window, it can help you examine a market and describe a strategy in plain language.
The harness is what turns a model into a working agent.
For Minara, that means connecting market research, strategy code, backtesting and execution in one workspace.
Appreciate the breakdown↓
Harness engineering is the most f**king dangerous thing I have seen this year, and anyone can do it.
Four engineers opened the source code of 11 real coding agents (Claude Code, Codex CLI, Gemini CLI, OpenHands, Aider, Minara and more) and read 4 million lines to answer one question: what is an agent, actually.
Their answer fits in three words: Agent = Model + Harness.
The model is rented. The harness is everything around it, and that is where the money is.
Every one of the 11 systems is built from the same 7 parts:
-> The loop: think, act, check, repeat until done or stopped.
-> The bridge to the model: sends the prompt, reads the tool calls back.
-> Tools: files, code, terminal, whatever the agent can actually touch.
-> Memory and context: what it keeps, what it loads, what it squeezes when the window fills.
-> Safety: what runs on its own, what asks you first, what never runs.
-> Orchestration: sub-agents that split big jobs. The smallest harness skips this entirely.
-> Extensibility: hooks, skills, plugins and MCP, new power without touching the core.
Minara Harness is the same 7 parts pointed at markets: idea -> research -> strategy code -> backtest -> execution in one window.
What shocked them:
> Not one of the 11 runtimes imports LangChain, LangGraph or AutoGen. Four million lines, zero frameworks.
> Not one uses vector search to find code. It is ripgrep, globs and markdown files.
> Skills (SKILL.md) are in more systems than MCP now, 9 of 11 against 8 of 11.
The part for builders: 18 design recommendations and a 90-line starter harness that covers 10 of them.
90 lines. That is the whole entry ticket, for a coding agent or a trading one.
Save this, the full paper is below ↓
Claude Fable 5.2 is now live on Minara Harness.
With a 1-million-token context window and reasoning gains reported by Anthropic, you can use it to ask about markets and describe strategies in plain language.
AI vs Human: an intense trading showdown between AI and people, with a KRW 50M prize pool.
The challenge from @BithumbOfficial and @IMETNEWS is live. Minara and @dmind_ai provide the technical support.
Details below ⬇️
Total Prize Pool & Support: KRW 50M
• Finals return rankings & a separate award for highest trading volume
• Special rewards for beating the AIs
• Coffee vouchers for the first 500 prelim participants
• Support for advanced course (micro-credential) participants + extra prizes for top graduates
Schedule (KST · 2026)
• Nov 6 – Nov 24: Registration
• Nov 27: Prelim participants announced
• Nov 30 – Dec 9: Prelims (Paper trading, 10 days)
• Dec 14: Finalists announced
• Dec 21 – Dec 27: Finals (Live trading, 7 days)
• Jan 4, 2027: Final rankings announced
The prelims are paper trading, and only the top performers by return advance. In the finals, human traders and three AIs go head-to-head in real live trading.
🎯 Register by Nov 24:
m.bithumb.com/react/feed/eve…
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Lose small, a lot. Win big, once in a while.
That's how BTC VWAP Absorb Revert Strategy is built, and the curve since its publication in July shows +26.81% .
Leveraged and high variance, so size it like it.
The equity curve of my VWAP Absorb Revert Strategy - Only Long, which I last updated back in July. It's been quite a while!
Looking back, this strategy shows how you can identify the core elements of your own trading ideas and turn them into a strategy of your own.
Backtesting only reflects historical performance. A strategy may have performed well in the past, but that doesn't guarantee it will work in the current market.
However, by looking at the equity curve of any strategy, you can still get a better idea of its performance and decide whether it's worth trying.
A really interesting tool from @minara! 🫡
A trader's look at Minara, in Vietnamese.
Don't ask "will BTC go up?" Ask for a 1–3 day view, the bull and bear case, and what would prove it wrong.
Then size from the loss you accept, not the leverage you want.
CryptoQuant is now a plugin on Minara.
Sign in once, then ask in plain language: exchange netflows, miner flows, on-chain and derivatives metrics, or the latest @cryptoquant_com Research and QuickTake, with sources cited.
Download Minara App and give it a try: minara.ai/download-app
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