Relentless UK heatwaves turn ‘green and pleasant land’ brown
newest submissions : multi • 2026-08-03 02:27

Relentless UK heatwaves turn ‘green and pleasant land’ brown

submitted by /u/Portalrules123 to r/worldnews [link] [comments]

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1m read
DEV Community • 2026-08-03 02:26

Killing the long-lived tokens in my CI, one exchange at a time

A static API token stored in GitHub Secrets is a breach that has not happened yet. The timer is already running. You do not know how long the fuse is, because a long-lived token's fuse is however long you set it at mint time, which for most people is "never thought about it." At enterprise scale a leaked CI token is an incident: rotate it, audit the blast radius, file the postmortem. At solo scal...

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8m read
DEV Community • 2026-08-03 02:20

Mastering IEEE Conference Paper References: A Comprehensive Guide

As PhD scholars, researchers, and professors, we pour countless hours into crafting insightful papers that push the boundaries of knowledge. Yet, one often underestimated aspect can make or break the credibility of our work: the references section. In the realm of computer science, engineering, and related fields, IEEE conference papers are a staple, and adhering to their specific citation style i...

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7m read
DEV Community • 2026-08-03 02:16

Let Claude Desktop and Cursor actually watch videos (MCP, fully local)

My AI agent learned to watch videos this week. Here is the 3-line version of how to give yours the same ability. claude-real-video (MIT, 1.9k stars) extracts scene-aware, deduplicated keyframes plus a timestamped transcript from any video URL or local file — all processing on your machine. Since 0.8.0 it ships as an MCP server, so MCP clients can request a video directly. Install p...

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2m read
Hacker News: Front Page • 2026-08-03 02:16

Qwen3.8-Max: A New Bar for Coding and Cowork

Article URL: https://qwen.ai/blog?id=qwen3.8 Comments URL: https://news.ycombinator.com/item?id=49150470 Points: 16 # Comments: 0

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1m read
DEV Community • 2026-08-03 02:15

RAG Classifications, Architectures: A Field Guide for Production-Grade Systems

If you've shipped a "chat with your docs" prototype in a weekend, congratulations — you've built Naive RAG. If you've then watched it hallucinate on multi-hop questions, choke on tables, and confidently cite the wrong PDF in production... also congratulations. You've discovered why "RAG" is not a single architecture. It's a design space. This article is the map I wish I had before I rebuilt the s...

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11m read
Most Australian teens still on social media three months after under-16 ban began, study finds
newest submissions : multi • 2026-08-03 02:12

Most Australian teens still on social media three months after under-16 ban began, study finds

submitted by /u/DukeOfGeek to r/technology [link] [comments]

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1m read
DEV Community • 2026-08-03 02:11

How to make your Next.js site appear in ChatGPT (and any LLM)

You blocked GPTBot in robots.txt to keep your content out of training runs — and then wondered why ChatGPT Search never cites your docs. Those are different systems. OpenAI’s own crawler docs say each bot is independent: allowing OAI-SearchBot keeps you eligible for ChatGPT search answers while disallowing GPTBot opts you out of foundation-model training. This article is a Next.js App Router play...

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11m read
DEV Community • 2026-08-03 02:08

Agentic AI Workloads Strain Confidential Computing Defenses

Hook: When AI Agents Outrun Secure Enclaves Consider a financial services workload running inside a hardware-isolated enclave where an agentic AI system must perform chained inference across three separate models. The first agent ingests tokenized transaction streams, computes preliminary fraud probabilities, and then delegates refined feature vectors to a second agent that cross-references them ...

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17m read
DEV Community • 2026-08-03 02:01

Backtest vs live trading: why they must share one code path

Cross-post. Original: stellarbytecapital.com/blog/backtest-live-trading-same-code-path Almost every quant has shipped a strategy that looked brilliant in backtest and quietly bled money live. The instinct is to blame the market, or overfitting, or luck. The real culprit is usually more boring and more fixable: your backtest and your live system are running different code. When the code differs...

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3m read
DEV Community • 2026-08-03 02:00

Why "business days between two dates" isn't a division problem (I only saw it clearly building a workday calculator)

A while back I needed to know how many working days I had left before a deadline. My first instinct was: total days divided by 7, times 5, done. That works fine as long as your date range happens to be a whole number of weeks. The moment you have leftover days at either end — which is basically always — that formula falls apart, because whether a leftover day "counts" depends entirely on which day...

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6m read
DEV Community • 2026-08-03 01:57

Episode 2 — Who Actually Runs My Pipeline?

Junior Engineer: Last week you left me hanging. I push code, GitHub gets it — then what? Whose computer is actually running my tests? Senior Engineer: Honestly, most engineers use this stuff for months without ever asking that question. Good that you did. The Push Senior Engineer: Let's slow it down. You type git push. What actually leaves your machine? Junior Engineer: The code, ...

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20m read
DEV Community • 2026-08-03 01:56

EKS Upgrades Stay Stable: Automated Lifecycles Meet LSE Layer 7 and CenTest

A Production Upgrade That Did Not Cascade An enterprise platform team at a global financial services firm prepared for a routine upgrade of its Amazon EKS cluster from version 1.27 to 1.28. In prior cycles the same operation had triggered cascading effects: control-plane updates forced staggered node replacements across managed node groups, pod disruption budgets were exceeded during peak trading...

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17m read
DEV Community • 2026-08-03 01:53

Zero-Downtime Database Migrations

Database migrations without downtime are a superpower. Here's the playbook that's survived dozens of schema changes in production. The core idea Never change schema and code at the same time. Split every migration into phases where the old code and new code can both run against the same schema. Adding a column Phase 1: Add the column as nullable. Deploy. Phase 2: Deploy cod...

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2m read
DEV Community • 2026-08-03 01:52

Godot 4 GPUParticles2D not showing? 5 reasons your particles aren't appearing

You added a GPUParticles2D, pressed Play, and the node is there in the tree — but zero particles appear. No error. Just silence. This is one of Godot 4's quietest failure modes because the engine never warns you when a particle system can't show anything. Work through these five causes in order; one of them is almost certainly it. 1. No process material assigned Symptom. Node is in the ...

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4m read
DEV Community • 2026-08-03 01:51

How to run a team of AI marketing agents from Slack

AI marketing agents work best as a team of specialists, not one generalist. The marketing team eve template is an open-source, MIT-licensed project from vercel-labs that gives you five specialist agents behind a single team lead. You message the lead in Slack, it routes your request to the right specialist, and the result comes back as a Notion page, a Typefully draft, or a Resend campaign. This ...

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5m read
Jeff Dean: Target Problems Where AI Succeeds 0% of the Time
newest submissions : multi • 2026-08-03 01:50

Jeff Dean: Target Problems Where AI Succeeds 0% of the Time

submitted by /u/Logical_Welder3467 to r/technology [link] [comments]

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1m read
Fighting breaks out in western Tigray as Ethiopia and TPLF trade blame
newest submissions : multi • 2026-08-03 01:49

Fighting breaks out in western Tigray as Ethiopia and TPLF trade blame

submitted by /u/Kirbo_Lord to r/worldnews [link] [comments]

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1m read
DEV Community • 2026-08-03 01:48

My experience with python (so far)

Hello! I'm a python beginner (per the username) so here's my experience so far, along with some of my thoughts and preferences. I came into python thinking I'm going to always be coding. Well now, I frequently find myself staring at a blank python project. The thing with coding in python as a hobby is, it's sometimes hard to find what to code. The most fun things to code in my opinion are: si...

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1m read
DEV Community • 2026-08-03 01:47

Stop matching product listings by name

Every price-tracking system starts the same way. You have a catalogue of products, a feed of retailer listings, and a function that decides which listing belongs to which product. Almost everyone writes that function as string matching, because for a while it works. Then you try it on PC hardware, and it stops working in a way that is very hard to see. The failure is invisible by constr...

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5m read
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