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Time to explore August's market insights! Discover key insights on: 🔸 Rise of TradFi-Perps 🔸 bStocks Captured 1/4 of Tokenization Stock Market 🔸 Retail-Accessible Arbitrage 🔸 Equity Fund Flow Recap ...and more. Read here ⬇️

Megapack 3 is officially rolling off the line at our newest Megafactory in Brookshire, Texas! The factory went from groundbreaking to operation in just 16 months & has a designed capacity of 50 GWh/year dedicated to Megapack 3

So here’s how America ended up with Ilhan Omar and Learing Centers. The rebels in Somalia overthrew the Marxist dictator in January 1991 and then they started killing each other over who got to rule next. General Mohamed Farah Aideed and Ali Mahdi Mohamed both claimed the presidency, and then from November 1991 to March 1992, the two sides slaughtered an estimated 14,000 people in Mogadishu (the capital) alone. The clans united to remove Barre, but they failed to replace him with anything functional. And so, Somalia has been a failed state for 35 years and Minnesota has welfare fraud.

开发系统最极致高效的Agents.md，没有之一： # AGENTS.md ## Core Principles - Choose the simplest implementation that fully satisfies the current requirements. Avoid unnecessary abstraction, configuration, indirection, or speculative extensibility. - Make the smallest necessary change that fixes the root cause. Do not refactor unrelated modules or change strategy semantics unless explicitly requested. - Grow the system in layers. Start from the smallest working end-to-end version and add new capabilities incrementally. Never replace a working system with unfinished complexity. - Reuse existing project components before creating new ones. Prefer extending proven modules over introducing parallel implementations. - Prefer well-maintained libraries when they reduce overall complexity or improve reliability. Do not reimplement common functionality without a clear benefit. - Keep components modular with clearly defined responsibilities. Avoid unnecessary coupling between strategy logic, execution, accounting, replay, and infrastructure. - Design for long-term maintainability once a feature or strategy has been validated. Do not over-engineer speculative ideas before evidence exists. --- ## Strategy Development - Validate hypotheses with historical replay before introducing forward-only logic whenever historical validation is possible. - Every trading strategy must progress through Replay → Shadow → Canary → Live. Do not skip validation stages. - Base design decisions on measurable evidence rather than intuition. Optimize only after demonstrating that an edge exists. - Treat every strategy as an independent contract. Do not silently alter frozen behavior without explicit authorization. --- ## Existing Systems - Do not break running Shadow or Live systems for unrelated work. - Preserve compatibility only when required by active production or validation workflows. Otherwise, remove obsolete code instead of accumulating compatibility layers. - Reuse existing infrastructure whenever possible, including replay engines, accounting, execution, wallet management, order book handling, logging, monitoring, and daemon frameworks. --- ## Engineering Standards - Prefer deterministic behavior over hidden automation. - Fail loudly when assumptions are violated. Do not silently ignore errors or fall back to unexpected behavior. - Keep configuration minimal. Introduce new configuration only when behavior genuinely needs to vary. - Remove dead code instead of leaving unused paths behind. - Write code that is easy to inspect, replay, test, and reason about. - Keep implementation consistent with existing project architecture unless an architectural change is explicitly requested. --- ## Scope Discipline - Implement only the requested scope. - Do not introduce unrelated optimizations, redesigns, migrations, or feature expansions. - Non-blocking findings outside the requested scope may be noted separately but must not be merged into the current task. - Consider a task complete once its agreed acceptance criteria are satisfied. Treat subsequent improvements as separate work items.

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AMD and SpaceX both reported Q2 after yesterday's close. Nasdaq doesn't reopen for another 17 hours. On Binance, the verdict was in within minutes. 🔸 AMDUSDT ~US$525 → ~US$475. Beat on revenue, EPS and guidance. Missed on gross margin, 54% vs 56%. 🔸 SPCXUSDT ~US$126 → ~US$115. Revenue +92% YoY. Capex US$18.4B, over 6x a year ago. AI's seller and AI's buyer, marked down on the same question. Price discovery no longer waits for the bell.