🚨How do you index the entire Linux kernel (28M lines of code) for an AI agent in 3 minutes? You stop letting the agent read files one by one. There is a fascinating new open-source release called codebase-memory-mcp. It's a code intelligence engine that swaps traditional file-searching for high-speed AST knowledge graphs. What makes this project stand out is the research behind it. Evaluated across 31 real-world repositories (detailed in arXiv:2603.27277), the architectural shift yields massive efficiency gains: → 99% reduction in tokens for structural queries → 83% answer quality across complex tasks → 2.1x fewer tool calls required It maps functions, classes, HTTP routes, and cross-service links into a graph. When the agent needs context, it queries the graph directly. Security is prioritized too: everything happens 100% locally on your machine via a single static binary. It runs entirely locally. No Docker, no Ollama, no API keys. You download the binary, restart your agent, and it just works. Are we one good index away from cutting AI dev costs to zero? Paper and Repo links in the thread ↓

Both index fingers fall on those keys while properly typing, the "home row".

4/ Flip the lens: which funds hold $NVDA? 2,042 of them across the SEC universe. VTI, VOO, FXAIX, IVV, SPY at the top, NVDA is ~6-8% of each. If you hold a few "diversified" index funds, you may own more NVIDIA than you think.

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CTK Capital Intel Report Monday, June 15, 2026 Big green day. The S&P 500 gained 1.49%, the Dow added 1.20%, and the Nasdaq surged 2.38%. The Russell 2000 climbed 0.79%. The Iran peace deal Trump announced over the weekend that a deal to end US-Iran hostilities is “now complete,” with the Strait of Hormuz reopening as part of the agreement. WTI crude tumbled over 2.5% to settle near $87.71. This is the macro green light we’ve been tracking — oil coming down off its highs directly removes the energy-driven inflation pressure that’s been hitting growth names all month. One odd wrinkle: market breadth wasn’t as strong as the index gains suggest — barely more stocks advanced than declined, with tech-driven sector themes doing most of the lifting. Fox Corp was the worst S&P 500 performer, down over 17%, in unrelated news. Worth knowing if anyone asks why “everything was green” but their watchlist looked mixed. Stock of the Day — $ONTO $338.99 | 4.7% | Fresh all-time high ONTO just keeps running. B. Riley raised its price target to $355 today (up from $330), and the stock is now up roughly 230% from its 52-week low of $89.40 — all in the last twelve months. The Dragonfly G5 inspection platform, which began shipping this month for AI chip packaging and HBM production, remains the core catalyst, and the stock’s daily technical signal is reading Strong Buy across every timeframe from hourly to monthly. The honest read: the average analyst price target is now $351.88 — meaning today’s $338.99 close is already within about 4% of where Wall Street thinks fair value sits. This is a name that’s gone from a 33% earnings miss in Q1 to an all-time high in about six weeks, almost entirely on the Dragonfly G5 narrative. It’s the strongest momentum story in the portfolio right now — and also the one closest to “priced for perfection.” Next earnings Aug 6 will be the test of whether the ramp matches the hype. With the Iran deal removing one of the year’s biggest overhangs, watch whether AI/semis (which led today at 2.38% on the Nasdaq) can sustain the rally without a fresh catalyst, or whether this is a one-day relief pop. Also keep an eye on whether oil’s drop toward $87 continues toward the $90 macro green-light threshold we’ve been tracking for sustained inflation relief. Both portfolios are live on Autopilot. Follow the Convergence Portfolio 👇 marketplace.joinautopilot.co… Follow the Too Big To Fail Portfolio 👇 marketplace.joinautopilot.co… Educational only. Not financial advice.

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1/ $VOO vs the S&P 500 in 2025, straight from Form N-CEN: Gross of fees: trailed the index by 0.4 bps. Net of fees: 16.9 bps. Gross, it's a near-perfect mirror. The slippage is almost all on the cost side, not replication. That decomposition is on no fact-sheet.

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コメントありがとうございます！ この時はquest3と手はindexコンです。quest コンで試してみます 身長もやってみようかな…他のアバターでは問題ないけど、アバターの体型バランスによって調整するものなのかな🙄試してみます！

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the design is almost aggressively simple: a tiny "index branch" with a single-head key scores KV blocks and picks top-k per GQA group. then real attention runs only on those selected blocks no gating. no compression branch. no sliding window. just pick and attend

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It’s being added to the Nasdaq 100 index on July 6th. 15 days after the IPO. 40 ETFs that track the index are forced to buy it in order to add it to their portfolio. Including QQQ

You can make more money investing in index funds than xbox profit of 3 cents on every dollar sales.