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Cash Flow, Contracts, and AI: Market | Analysis by Brian Moineau

Posted on by Brian Moineau

TL;DR

  • Apple, Amazon, Reddit, Micron, SK Hynix, and Roblox were the stocks that explained today’s market tape: AWS-driven optimism battled iPhone-margin angst, while AI memory suppliers traded like utilities-in-the-making and ad/social names paid a “Google tax.” [1][3][4][5]
  • The real tell: cash flow and contracts. Amazon’s AI push juiced AWS 37% YoY but flipped free cash flow negative; Micron locked in $22B of multi‑year take‑or‑pay deals, shifting memory from cyclical to contracted. [3][6]
  • Consumer platforms are now distribution‑fragile. Reddit’s post‑print wobble on search‑referral fears and Roblox’s spring guidance cut show what happens when Google changes the hose. Expect valuation dispersion to widen. [9][10]

What the source said

Barron’s grouped the day’s action around a handful of bellwethers—Apple, Amazon, Reddit, Micron, SK Hynix, and Roblox—to explain why U.S. stocks ended a bruising July on a mixed but improving note. It highlighted a tech rebound that still had to swim against Apple’s drop, while AI‑infrastructure names steadied sentiment. The framing was less about a single earnings print and more about how these companies’ moves mapped onto the market’s push‑pull between AI capex optimism and consumer tech skepticism. In short: Amazon and chips lifted; Apple weighed; social/ad names chopped. [1]

Why it matters

  • Stakeholders with the most to win or lose aren’t just the obvious shareholders. Hyperscalers (Amazon and peers), memory suppliers (Micron, SK Hynix), and their debt and equity financiers are tied together by multi‑year AI buildouts. A pause or re‑acceleration cascades instantly through contracts, capex plans, and margins. [3][6][7][8]
  • On the other side sit ad‑dependent consumer platforms (Reddit, Roblox) and even Apple’s hardware complex, whose fortunes hinge on distribution and unit economics. One algorithm tweak or one quarter of component inflation can erase a year’s worth of product work—or a quarter’s beat. [4][9][10]

Original analysis

The bifurcated tape behind “stocks that explain today’s market”

The tape split cleanly into two economies: AI infrastructure sellers (Amazon’s AWS and chip supply chain) and consumer‑facing platforms (Apple devices, Reddit/Roblox engagement). Infrastructure got validation; consumer names got questions.

  • AWS’s 37% YoY growth and Amazon’s disclosure that AI+chips are already a $25B annualized business tell you demand is real—but the bill is too. Amazon’s 12‑month free cash flow swung to a $7.6B outflow as it front‑loads capacity, which is why the stock can surge and still raise financing eyebrows. [3]
  • Memory suppliers have quietly derisked. Micron says customers have committed $22B via five‑year take‑or‑pay deals—language this industry simply didn’t use in past cycles. That’s a structural pivot from “price taker” to “capacity allocator.” [6]
  • Apple’s quarter was strong on the surface—$109.4B revenue, EPS $2.02, records across iPhone, Mac, and Services—but management also flagged rising memory costs into September. That pushes investors to ask: how much AI‑era component inflation can Services’ margin cushion offset? [4]
  • Social/UGC businesses are distribution‑fragile. Reddit’s results beat, but sentiment turned on search‑referral risk; publishers across the web are considering restricting Google access as AI Overviews cannibalize clicks. That’s not a one‑day story; it’s a potential structural CAC hike for the whole open‑web ad economy. [10]

Back‑of‑envelope calculations (two quick cuts)

  1. AWS AI+chips scale: If Amazon’s “AI+chips” sub‑business is running at a $25B annualized rate today and grows a conservative 35% in the next 12 months, that’s ~$33.8B by Q2 2027. At a 25% segment‑level operating margin, that implies >$8B of operating income from this sub‑line alone, enough to mask volatility elsewhere—but only if capex intensity tapers. [3]

Calculation: $25B × 1.35 ≈ $33.8B; $33.8B × 0.25 ≈ $8.45B.

  1. Memory contracts as earnings floor: Micron’s $22B of five‑year, take‑or‑pay commitments average ~$4.4B/yr of revenue visibility. At a 45% memory-cycle gross margin (illustrative), you’ve got ~$2.0B gross profit “pre‑sold” annually—even before spot upside. This is why memory beta has started to compress. [6]

Calculation: $22B ÷ 5 ≈ $4.4B; $4.4B × 0.45 ≈ $2.0B.

A 2×2 that actually predicts behavior

Axes: Demand visibility (high ↔ low) vs. Distribution risk (low ↔ high).

  • High visibility / Low distribution risk: Micron, SK Hynix (multi‑year supply deals; ADR broadened ownership). Playbook: raise capex methodically, pre‑sell capacity, manage price discipline. [6][7][8]
  • High visibility / High distribution risk: Amazon (visibility on AI demand via backlog; but customers can optimize consumption). Playbook: sprint now, prove ROI later; expect cash flow volatility. [3]
  • Low visibility / Low distribution risk: Apple (giant installed base; unit demand tied to macro and BOM inflation). Playbook: squeeze Services and ASPs to buffer input‑cost cycles; watch memory pricing. [4]
  • Low visibility / High distribution risk: Reddit, Roblox (ad or bookings funnels exposed to search and policy shifts). Playbook: reduce Google reliance via native search and direct acquisition; reprice ads toward logged‑in, high‑intent inventory. [9][10]

Contrarian read

Consensus: “The AI infrastructure trade is back—own hyperscalers and HBM suppliers; avoid ad‑driven platforms.” My pushback: the market is underpricing the permanence of memory supply contracts and overpricing the linearity of hyperscaler free cash flow. Take‑or‑pay deals make Micron/SK Hynix earnings more utility‑like than the market credits; in contrast, AWS’s stellar growth is already showing up as cash burn. That inversion—contracted suppliers vs. capex‑heavy buyers—means the traditionally “riskier” memory names could deliver steadier EPS beats than the buyers funding them over the next 12 months, even if AI demand stays hot. [3][6][7][8]

What others are missing

The step‑function change isn’t “AI demand up.” It’s contract structure and distribution power. On supply, five‑year take‑or‑pay agreements shift memory from a spot‑exposed commodity to booked capacity—de‑risking earnings through 2027 for Micron and, indirectly, for SK Hynix now that it can tap U.S. capital at scale via ADRs. On demand, open‑web distribution is being rewritten by AI Overviews. Reddit’s wobble is the forward case for any platform leaning on Google for new users: acquisition costs rise, and growth quality tilts to logged‑in, high‑intent cohorts. Coverage that stops at “big movers” misses how these two mechanics—contracts upstream, distribution downstream—will drive multiple expansion for suppliers and a valuation headwind for ad‑dependent platforms. [6][7][8][10]

What to watch next

  1. By Q4 2026, Micron lifts disclosed take‑or‑pay/backlog commitments to $30B+ across HBM/DRAM/NAND, confirming a structural derisking of memory earnings. [6]

  2. By Q2 2027, Amazon states AI+chips (within AWS and adjacent) at a >$35B annualized revenue run‑rate, even as TTM free cash flow remains below its 2025 level due to continued data‑center buildout. [3]

  3. By Q4 2026, Reddit reports flat to negative U.S. DAU YoY but >15% ex‑U.S. DAU growth and rising ad ARPU, reflecting a pivot toward logged‑in, high‑intent traffic as Google referrals dilute. [10]

My take

I’d rather underwrite contracted bandwidth than open‑web eyeballs in this tape. Memory just crossed a one‑way door: multi‑year commitments, ADR access for SK Hynix, and hyperscalers effectively pre‑paying for supply. That is not how the last memory super‑cycle ended. Meanwhile, every consumer platform that can be “answered” by AI will relearn the cost of rented distribution. I’m buying the derisked supplier earnings (Micron/SK Hynix on pullbacks) and treating AWS‑led rallies as proof of demand, not proof of cash discipline. For consumer internet, the burden of proof is now distribution resilience—not last quarter’s beat.

Sources

[1] Apple, Amazon, Reddit, Micron, SK Hynix, Roblox, and More Stocks That Explain Today’s Market — Barron’s (https://www.barrons.com/articles/stock-movers-e7d1ed18) — Sets the day’s framing: tech rebound vs. Apple drag;



Related update: We recently published an article that expands on this topic: read the latest post.

Related update: We recently published an article that expands on this topic: read the latest post.

Related update: We recently published an article that expands on this topic: read the latest post.

PS6 Launch Timing Still Uncertain | Analysis by Brian Moineau

Posted on by Brian Moineau

Waiting for the Next Level: Why PS6 Has No Release Date Yet, Sony Confirms

PS6 has no release date yet, Sony confirms and mentions memory prices Sony has not confirmed a launch date or price for its next PlayStation console. That blunt admission—made during Sony’s recent investor/earnings discussion—pulled the rug out from months of leaks and rumor timelines. For players who treat console generations like sporting seasons, the news is equal parts frustrating and strangely reassuring: Sony is choosing caution over hubris.

Let’s unpack what this means for gamers, developers, and the console market as a whole.

Why Sony hit pause

Sony’s message was simple: “We have not yet decided on at what timing we will launch the new console, or at what prices,” said CEO Hiroki Totoki during the call. The headline driver behind that indecision is the soaring cost and constrained supply of memory components—DRAM and NAND—that the PlayStation 6 would need to compete with PC hardware and Microsoft’s upcoming systems.

  • Memory prices have recently been pushed higher by demand from AI data centers and tight supply chains.
  • Higher component costs force OEMs to choose between slimmer margins, higher retail prices, or delaying launch until prices normalize.
  • Sony also signaled it’s open to “changing business models” rather than simply rolling out a new, more expensive box.

In short: the raw parts that make next-gen consoles feel next-gen are more expensive and harder to secure, so Sony is hesitating before setting a date or price.

The broader context: not just Sony’s problem

This isn’t an isolated complaint. Over the past 18 months the tech industry has seen memory and storage prices fluctuate due to geopolitical tensions, demand from data centers, and capacity constraints at memory fabs. Console makers are particularly sensitive because they sell millions of units at tightly calculated price points that influence software sales, subscriptions, and long-term platform health.

  • Microsoft and Nintendo are watching the same market pressures; their choices will shape competition.
  • Sony recently raised PS5 and PS5 Pro prices in some markets, which shows it has already been absorbing and passing on some cost increases.
  • Leakers and insiders have pushed release windows from 2027 toward 2028 or even later; Sony’s confirmation simply formalizes what many analysts suspected.

Put another way: a delayed or pricier PS6 is plausible, but not inevitable. Supply dynamics and Sony’s appetite for platform dominance will determine the outcome.

PS6 timing and price: what are the realistic scenarios?

Sony’s statement leaves room for several paths forward. Here are plausible scenarios the company could choose depending on how the supply chain and competitive landscape evolve.

  • Launch in 2027 at a higher price: Ship on schedule but accept a higher retail price to protect margins. That risks consumer backlash and slowed attach rates for games and services.
  • Delay until 2028+ and hit target price: Wait for component costs to moderate and deliver a more competitive MSRP. This extends the PS5 lifecycle and depends on Sony keeping player interest high with exclusive software.
  • Staggered product lineup: Launch multiple SKUs (e.g., base, Pro, or a handheld variant) to hedge costs and segment the market. Rumors have suggested Sony might pursue a multi-device family approach.
  • New business models: Shift emphasis to subscription, cloud streaming, or modular hardware to reduce upfront consumer cost while unlocking recurring revenue.

Each option has trade-offs: margin vs. volume, brand momentum vs. consumer goodwill, and hardware leadership vs. software-first strategies.

Why gamers shouldn’t panic (yet)

A lot of headlines turn the “undecided” into a crisis, but there are reasons to stay calm.

  • The PS5 ecosystem is still strong: first-party releases, third-party support, and services like PlayStation Plus keep players engaged.
  • A later PS6 could be technically superior: waiting can mean better thermals, newer SoCs, and higher-value feature sets at the same price point.
  • Sony has weathered console transitions before: it successfully navigated PS4/PS4 Pro and the unusual PS5 launch period; leadership decisions tend to be pragmatic, not impulsive.

That said, Sony will need to manage messaging carefully. Gamers remember price hikes and supply shortages; mishandling could push some spenders toward PC or competing consoles.

The competitive ripple effects

Sony’s pause gives rivals a few advantages and challenges.

  • Microsoft could accelerate or alter its launch plans to seize momentum, but it faces the same supply constraints.
  • Nintendo tends to operate on a different cadence, but higher industry prices can still influence its handheld/console strategies.
  • PC makers may benefit in the short term as surplus demand shifts to GPUs and custom PC builds.

For developers, the key is flexibility: target cross-gen releases, optimize assets, and plan for varied hardware penetration scenarios over the next 2–3 years.

What to watch next

If you want to follow the story as it develops, keep an eye on these signals:

  • Memory market trends and pricing reports throughout 2026–2027.
  • Sony quarterly updates and investor briefings for any shift from “undecided” to a formal window.
  • Microsoft and Nintendo statements or product reveals that could pressure Sony’s timing.
  • Supply chain disclosures from major memory manufacturers (Samsung, SK Hynix, Micron).

These will shape whether PS6 lands in 2027, slips to 2028/2029, or appears with new pricing models.

Takeaways for players and observers

  • Sony has publicly confirmed it hasn’t set a PS6 launch date or price, largely because of memory cost and supply uncertainty.
  • Multiple viable strategies exist: higher price, later launch, staggered SKUs, or new business models.
  • The PS5 remains Sony’s living platform; a delayed PS6 could be strategically sensible if it preserves ecosystem health.
  • Expect competition and supply signals to steer Sony’s ultimate choice.

Final thoughts

We’re living in an era where hardware launches are as much about supply-chain chess as they are about silicon and software. Sony’s candid line—“we haven’t decided yet”—is a rare, honest glimpse into that complexity. For gamers, the wait might be a little longer, but there’s an upside: a more polished, better-valued PS6 could be the result. In the meantime, the PS5 era still has life, and that’s a comforting thought for anyone worried the next-generation hype cycle will leap-frog this one too quickly.

Sources



Related update: We recently published an article that expands on this topic: read the latest post.

Tech Rally Lifts Nasdaq as Oil Slides | Analysis by Brian Moineau

Posted on by Brian Moineau

Nasdaq Opens Higher as Tech Stocks Continue Rally, Oil Slides — what drove today’s move

The market woke up to a familiar script: Nasdaq opens higher as tech stocks continue rally, while oil’s sudden slide quietly flipped a macro switch. Within the first hundred words, that phrase captures the mood traders felt at the open — a risk-on pull toward AI and chip names, and a relief rally that comes when energy prices ease inflation worries.

In short: tech led, chips stole the spotlight, and oil’s drop softened one of the market’s bigger overhangs. But beneath the headline there are a handful of concrete forces worth unpacking.

Why the Nasdaq opened higher and tech kept rallying

  • Fresh earnings and optimistic guidance from several tech players rekindled investor appetite for growth and AI exposure. Beats and constructive outlooks tend to lift the entire tech complex — from mega-cap platform names to semiconductor suppliers.
  • Semiconductor stocks got a second wind as investors rotated back into AI-capacity plays (Intel, Micron and others showed notable strength). A string of chip-related beats and bullish commentary on demand helped broaden the rally beyond a handful of megacaps.
  • Sentiment improved after geopolitical pressure eased on the oil front (a slide in crude dampens inflation fears and spurs risk-taking). That dynamic has a direct effect on equities: lower fuel costs reduce the near-term upside to inflation, which in turn calms rate-sensitivity concerns.

These points were visible across market coverage: live updates and market wrap-ups showed the Nasdaq and S&P rallying while oil retreated, and chip/AI names leading the gains. (finance.yahoo.com)

The oil slide: why it matters more than you might think

Oil fell sharply on the same day the Nasdaq opened higher. A nearly 4% drop in front-month West Texas Intermediate futures was widely reported, and the move is more than a commodity story — it’s a macro clue.

  • Lower oil tends to reduce the odds of persistent higher inflation, which eases pressure on rates and supports risky assets.
  • Energy-sector weakness also reduces the market’s defensive leanings; funds that had been hedged into energy or commodities may rotate back toward growth.
  • The timing matters: when energy drops quickly, the market often treats it as a green light to chase earnings-driven rallies, especially in economically sensitive tech and chip sectors.

Put simply: a sharp slip in oil can shorten investors’ time horizons for worrying about inflation, and that helped the Nasdaq open stronger that day. (kiplinger.com)

Chips, AI and the breadth question

It’s tempting to call any tech-led rally “the AI rally” right now, and AI momentum certainly plays a big role. But breadth — how many stocks actually participate — is the technical health check.

  • On the positive side, chip makers and several software/AI beneficiaries were up, broadening the market’s leadership beyond a handful of megacaps.
  • Yet rallies led by a few high-conviction sectors can still be fragile; investors should watch whether small- and mid-caps join the move, and whether cyclicals recover as oil cools.

If the gains stay concentrated in a narrow set of AI and chip names, that raises the odds of a pullback when sentiment tests leadership. If breadth expands, it signals a more durable, economy-wide risk-on cycle. Coverage from multiple market recaps that day pointed to improving breadth but suggested traders keep an eye on follow-through. (ts2.tech)

What traders were watching in real time

  • Earnings calendar: several high-profile reports landed that week; beats and raises provided short-term fuel. Investors are parsing results for durable margin expansion and demand visibility.
  • Geopolitics: a pause or de-escalation in regional tensions helped clear one source of risk premium that had been boosting oil.
  • Macro data and Fed speak: even with oil’s drop, investors still watch inflation prints and Fed commentary closely — any surprise could reprice rate expectations quickly.

Market coverage noted that the S&P 500 and Nasdaq reached fresh highs on the back of the tech and chip advances, and that the energy sector lagged materially on the day. (ts2.tech)

Practical implications for investors

  • If you’re positioned heavily in long-duration growth, the environment is friendly when oil and inflationary pressures abate; that said, volatility can return fast if macro data surprises.
  • For active traders, chip earnings and AI supply-chain news remain high-probability catalysts — both for upside runs and sharp reversals.
  • Diversification matters. Even in a tech-led advance, having exposure to cyclicals or value can smooth returns if the market rotates.

Transitioning from the market’s mood to portfolio action, keep timeframes front and center: short-term traders chase momentum; multi-year investors should anchor to fundamentals and valuations.

Market temperature check

  • Risk appetite improved: buyers returned at the open and pushed indices higher.
  • Sentiment drivers: earnings + AI enthusiasm + falling oil = constructive cocktail for equities.
  • Watchpoints: breadth, inflation prints, and any geopolitical flare-ups that could shove oil back up.

These were the same themes echoed across the day’s live coverage and wrap-ups. (finance.yahoo.com)

My take

There’s genuine momentum in the market’s tech and AI trade — and lower oil helped grease the wheels by reducing one nagging macro risk. But celebrate cautiously: durable rallies need participation across sectors and confirmation from economic data. In the short term, earnings and chip supply-demand dynamics will likely keep volatility elevated, creating both opportunities and traps.

If you’re bullish on AI and semiconductors, prioritize names with clear revenue visibility and margin resilience. If you’re more defensive, watch oil and inflation signals closely — they remain an underrated driver of market regime shifts.

Sources

Politics, AI, and Markets: Divergent | Analysis by Brian Moineau

Posted on by Brian Moineau

Markets on edge: when politics, AI and technicals collide

The opening hook: Markets don’t move in straight lines — they twitch, spasm and sometimes lurch when politics and technology intersect. This week’s action felt exactly like that: a presidential directive touching an AI firm, hotter-than-expected inflation signals and geopolitical jitters combined to push the major indexes below their 50‑day lines — even as equal‑weight ETFs quietly marched to highs. The result is a market with two faces: leadership concentrated in a handful of mega-cap stocks, while breadth measures show a more constructive tape underneath.

What happened, in plain terms

  • A White House move restricting federal use of Anthropic’s AI and related contractor bans rattled investors because it directly ties politics to the AI supply chain and big-cloud platforms. (investors.com)
  • At the same time, a hotter producer-price backdrop and rising geopolitical tensions pushed risk appetite lower, tipping the major indexes below important short- to intermediate-term technical levels (the 50‑day moving averages). (investors.com)
  • Yet equal‑weight ETFs (which give each S&P 500 stock the same influence) were hitting highs, signaling that more of the market — not just the handful of mega-cap names — was showing strength. That divergence (cap-weighted indices weak, equal-weight strong) is crucial to watch. (investors.com)

Why the divergence matters

  • Major-cap concentration: When indexes like the S&P 500 and Nasdaq are buoyed mainly by a few giants, headline readings can mask weakness in the broader market. That’s what cap-weighted indexes do: one or two big winners can hide the rest.
  • Equal‑weight ETFs tell a different story: If an equal‑weight S&P ETF is making new highs, more stocks are participating in the advance — a potentially healthier sign than a rally led by five names. Investors often use this as a breadth check. (investors.com)
  • Technical thresholds (50‑day lines) matter for short-term momentum: many traders and models treat a close below the 50‑day as a warning flag. Seeing major indexes slip below them while equal‑weight funds rally creates a tactical tug-of-war. (investors.com)

The catalysts behind the move

  • Political/AI shock: The Trump administration’s restriction on Anthropic for federal agencies — and related contractor constraints — introduced a direct policy risk to AI vendors and cloud partners. That’s not abstract: it affects large platforms, defense contracting, and the perceived growth runway for AI-oriented businesses. Markets price policy risk quickly. (investors.com)
  • Inflation data and macro noise: Elevated producer prices and the risk that tariffs or geopolitical flareups could keep inflation sticky make the Fed’s path less certain and reduce tolerance for valuation extremes, especially in cyclical and interest-rate-sensitive names. (cnbc.com)
  • Geopolitics and safe-haven flows: Any uptick in global tensions nudges investors toward defense, commodities and some haven assets — and away from crowded growth trades. That dynamic can accelerate short-term rotation. (investors.com)

Where the real strength is: sector and stock themes

  • Memory and AI infrastructure: Semiconductor memory names (Sandisk, Micron, Western Digital) have been bright spots this year, driven by data-center demand for GPUs, memory and AI workloads. Even with headline noise, these parts of the market are benefiting from a secular AI buildout. (investors.com)
  • Stocks to watch ahead of earnings: With earnings season and major reports coming (Broadcom, MongoDB were noted examples in the coverage), traders will pick through guidance and order trends for clues around AI capex and cloud demand. Strong results could re-center the narrative on earnings rather than politics. (investors.com)

Tactical investor implications

  • Watch breadth, not just the headline index: If equal‑weight ETFs are confirming strength, consider using them as a market-health signal. Narrow, mega-cap-led rallies can roll over quickly if the big names stumble. (investors.com)
  • Respect the 50‑day: For many quantitative and discretionary traders, the 50‑day moving average is a key momentum filter. A close below it on the major indexes increases short-term caution. (investors.com)
  • Be selective, watch earnings: Political shocks can be headline-driven and temporary. Focus on companies with durable demand tailwinds (AI, memory, industrials with pricing power). Earnings and guidance will separate transient volatility from real trend changes. (investors.com)

Market psychology and the “policy shock” problem

There’s a subtle behavioral point here: policy shocks — especially those that single out specific firms or technologies — carry outsized psychological weight. They create binary uncertainty (can the company keep selling to government clients?) and can catalyze algorithmic selling, sector rotation and cessation of flows into targeted ETFs. That domino effect can momentarily depress technicals even when the fundamental demand story (e.g., AI infrastructure spending) remains intact. (investors.com)

What I’m watching next

  • Follow-through in equal‑weight ETFs: If they keep rising while cap‑weighted indexes repair and reclaim 50‑day lines, the risk of a broader, sustainable rally improves. (investors.com)
  • Earnings commentary from semiconductor and cloud vendors: Will orders and capex commentary support the memory/AI demand story? Strong guidance could re-center markets on fundamentals. (investors.com)
  • Macro prints: Inflation and jobs data remain the backdrop. Hot prints can amplify policy- and geopolitics-driven selloffs; softer prints can give risk assets room to regroup. (cnbc.com)

Quick takeaways for busy readers

  • Market mood is mixed: headline indices are below their 50‑day lines, but equal‑weight ETFs are making highs — a meaningful divergence. (investors.com)
  • Political moves targeting AI vendors can create outsized short‑term volatility even as the long-term AI investment theme remains intact. (investors.com)
  • Focus on breadth, earnings and macro prints to judge whether this is a temporary tremor or a deeper shift. (investors.com)

Final thoughts

Markets are messy by design — they’re where policy, psychology and profit motives meet. This week’s patchwork action shows why investors should look beyond the headline index and pay attention to breadth signals like equal‑weight ETFs. Political headlines can spark fast moves, but durable trends are usually revealed in earnings, revenue guidance and flow patterns. Keep watch on those real-economy data points; they’ll tell you whether the market’s undercurrent is a blip or the start of something bigger.

Sources



Related update: We recently published an article that expands on this topic: read the latest post.

Related update: We recently published an article that expands on this topic: read the latest post.