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ExternalTechnology Trends
The Verge Tech

Voters mostly don’t like AI and data centers, but neither party seems to have an edge

Poll data released Tuesday by the New York Times and Siena University confirms what we've already been seeing, and what politicians are responding to - AI and data centers are incredibly unpopular. Asked if they support or oppose the construction of data centers to power AI tech, 61 percent of the 1,503 likely voters surveyed in early September (ahead of the recent AI safety slowdown discussion) said they were opposed, with only 14 percent saying they strongly support. The split was about even a

The Verge TechRead original
ExternalSoftware Engineering
DEV Community

‘Gotten Lazy’: A Week of Users Watching Their AI Do Less

There is a complaint that sounds like nostalgia but usually isn’t: “it used to be better than this.” Last week we listened to paying users ask what their money still buys — a story about price, ads and upsell. This week the sum people are doing is different, and quieter. Not “what does it cost” but “what does it still do.” Across the busiest AI forums, the through-line was a felt sense that the tools they already pay for are being hollowed out from the inside: shorter answers, tighter limits, a

voicesratelimitsperplexity
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ExternalSoftware Engineering
DEV Community

Expiry Windows: Node.js Email Status, SMS Escalation, and Event Traces

TL;DR: For Node.js event notifications, send transactional email first, poll its delivery status, and use SMS fallback only while the password-reset token remains useful. The deciding constraint is the expiry clock: a late fallback can create noise without helping a locked-out customer. For a customer-support system, this is a reliability problem with a security boundary. The useful outcome is not “an API accepted a request.” It is a reset message that is observable, bounded by its expiry, and s

nodeobservabilitysecurity
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ExternalSoftware Engineering
DEV Community

Examining the "Boolean-Switch" in Java \_(ツ)_/

While reading through some ai-generated code today, I was caught off guard when I saw a switch statement inside of a boolean. What on earth has ai done now, I wondered. Here is the suspect: public boolean canChangeTo(OrderStatus newStatus) { switch (this) { case PLACED: return newStatus == PROCESSING || newStatus == CANCELLED; case PROCESSING: return newStatus == SHIPPED || newStatus == CANCELLED; case SHIPPED:

javasoftwareprogramming
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Conceptual Contours

Domain Excavation Because it requires constant discovery and refinement, building software is much like excavating a buried house. One requirement exposes a section of wall. A bug fix reveals a doorway we hadn’t accounted for. A conversation with a user turns up a hearth or a pottery shard. Gradually, the pieces begin to suggest architectural features yet to be discovered: rooms, connections, and the activities they supported. Recognizing the architectural whole changes how we understand the p

dddoopdesign
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

NFL playoff odds after Week 1 (2026): why my Monte Carlo model barely trusts a 31-10 win

Week 1 of the 2026 NFL season is done. Sixteen teams are 1-0, sixteen are 0-1, and every sports show is already telling you who is "for real." I build a Monte Carlo simulator that estimates NFL playoff odds for all 32 teams, so I wanted to know how much one week should move those numbers. The model's answer is "not much," and the reasons are more interesting than the numbers themselves. A common way to estimate team strength is the Pythagorean expectation. You take points scored and points allow

datasciencestatisticssports
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