DEV Community • 2026-07-31 00:03

All software engineers are now QAs

At the start of June 2026, Anthropic published a statistic that was controversial. Most of what Anthropic says publicly generates a large number of cynical comments, so make of that what you will. The quote and statistic were that 80% of Anthropic's code is generated by Claude. Even up to 90% for new features. What was interesting about this was that a) it's actually totally insane and b) it made...

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DEV Community • 2026-07-31 00:02

Why Anthropic Just Endorsed a Plan to Pace AI

Anthropic and OpenAI both endorsed a new letter called Pacing the Frontier on July 28, asking Washington to help build tools for a deliberate, verifiable AI slowdown, not an immediate pause Over 1,100 employees signed within a day, including Anthropic CEO Dario Amodei and several co-founders, plus senior researchers at OpenAI, Google DeepMind, and Meta The letter leans on Anthropic's own June res...

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DEV Community • 2026-07-31 00:02

Transitioning from Python to Rust or Go: For Which Workload?

Python's rapid development capabilities and rich ecosystem make it the starting point for many projects; however, when performance limits are reached in CPU-bound workloads or high-concurrency systems, the appeal of languages like Rust or Go increases. This transition decision typically arises to address existing system bottlenecks, achieve higher efficiency with lower hardware costs, or meet spec...

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DEV Community • 2026-07-31 00:00

JWT Auth Without the Confusion

What JWT Actually Is JWT (JSON Web Token) is a compact, URL-safe way to transmit claims between two parties. It's not a magic security solution. It's a token format: three base64url-encoded segments separated by dots (header.payload.signature). header: {"alg":"HS256","typ":"JWT"} payload: {"sub":"user123","iat":1700000000} signature: HMACSHA256(base64url(header)+"."+base64url(payload...

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DEV Community • 2026-07-31 00:00

hermes-memory-installer: Memory Sidecar v3.5.1

Memory Sidecar v3.5.1 is an operational hardening release for the public agent‑agnostic memory layer. If you already use the sidecar pattern to give your AI agents robust, persistent memory without coupling them to a specific framework, this update focuses on making that infrastructure more resilient in production. The accompanying hermes-memory-installer gets targeted improvements to match. ...

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A prototype is not a product. It's a conversation.
Giant Robots Smashing Into Other Giant Robots • 2026-07-31 00:00

A prototype is not a product. It's a conversation.

Most organizations prototype too late. The best prototypes aren't built to validate software, they're built to create alignment. Especially in regulated industries, a prototype is the fastest way to replace assumptions with evidence and make better decisions.

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Handling Auth in Next.js 16 with Server Actions and Middleware
Auth0 Blog • 2026-07-31 00:00

Handling Auth in Next.js 16 with Server Actions and Middleware

Learn how to implement secure Next.js 16 auth using Auth0 SDK v4, Next.js middleware, Server Actions, and Server Components.

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DEV Community • 2026-07-30 23:52

I Couldn't Find a Set-and-Forget Monitoring API, So I Built One With Webhook Alerts

Hi, I recently wanted to integrate automated domain and SSL monitoring into a couple of my personal projects. I checked RapidAPI hoping to find an API that would handle background monitoring for me, but almost everything available was a "one-off" checker, endpoints where you have to manually make a request to get the status right then and there, rather than something that monitors in the backgrou...

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DEV Community • 2026-07-30 23:50

The Five Ideals of DevOps: os Cinco Ideais que Sustentam a Transformação DevOps

Toda organização que tenta "fazer DevOps" acaba, cedo ou tarde, comprando um Jenkins, adotando Kubernetes e escrevendo Terraform e mesmo assim continua com deploys arriscados, times sobrecarregados e um MTTR (Mean Time to Recovery) que não sai do lugar. A ferramenta certa não resolve um problema de arquitetura e cultura errada por baixo. É esse o ponto de partida de The Five Ideals (Os Cinco Ideai...

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Hacker News: Front Page • 2026-07-30 23:43

The Religion of Speed

Article URL: https://graybeard.ing/the-religion-of-speed/ Comments URL: https://news.ycombinator.com/item?id=49117284 Points: 10 # Comments: 3

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Hacker News • 2026-07-30 23:39

Show HN: Play SNES, gba, in your terminal, even in tmux

Comments

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Product Hunt — The best new products, every day • 2026-07-30 23:30

TerminalWidget

Put script output in your Desktop/Home screen widgets. Discussion | Link

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DEV Community • 2026-07-30 23:30

Where you host your MCP server decides whether it still works in three months

I probed every remote MCP server listed in the official registry — 10,716 endpoints — and then asked a question the aggregate numbers hide: when a listing is dead, where is it hosted? The answer is not evenly distributed. It is not close to evenly distributed. Failure rate by hosting platform Counting an endpoint as failing if it returns a hard 404, fails DNS, times out, refuses the c...

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DEV Community • 2026-07-30 23:22

Presigned URLs vs proxying file uploads through your backend: cost, latency, security

Use presigned URLs when a web app only needs user files to land in object storage, and reach for a proxy upload through your backend when you must inspect, rewrite, or serialize the bytes before they're stored. For ordinary SaaS document and media uploads that's the presigned path almost every time, and for a dull reason: your API server never touches the payload, so it can't be the thing that run...

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DEV Community • 2026-07-30 23:21

Wetask Is Opening Its Task Runtime to External Workers

Wetask's next update brings durable, fenced external workers, atomic batch settlement, and first-party Go, TypeScript, and Python clients. Wetask started with a simple goal: combine the pieces commonly assembled around a background job system into one Go-based runtime. That means a task queue, scheduler, cache, consensus, operational APIs, and observability without requiring a separate broker, r...

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DEV Community • 2026-07-30 23:17

Why I don't use an LLM to secure my LLM

"So you're anti-LLM for security?" No. I'm anti-lazy-architecture. Let me explain the distinction, because it's the core design decision behind the tool I'm building. The default is to make a model judge everything The common pattern for AI security right now is: for every request, call an LLM and ask "is this malicious?" It feels right because models understand nuance. But making a f...

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Amazon hikes 2026 capex to $220 billion due to higher memory costs
newest submissions : multi • 2026-07-30 23:14

Amazon hikes 2026 capex to $220 billion due to higher memory costs

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

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DEV Community • 2026-07-30 23:13

AI Gateway vs Direct Provider: Cheapest Multi-Model Routing, Billing and Token Estimates

Bottom line: when you're choosing between Vercel AI Gateway, OpenRouter and direct provider calls for cheapest multi-model routing, decide on one thing — how honestly the layer reports per-call cost and token usage — and ignore how many models each one lists. A gateway that returns the dollar figure for the request you just made will save you more than a catalogue of 400 models behind a dashboard ...

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Microsoft brought 88 data centers online in FY2026
newest submissions : multi • 2026-07-30 23:12

Microsoft brought 88 data centers online in FY2026

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

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Apple Reports 3Q 2026 Results: $29.8B Profit on $109.4B Revenue
newest submissions : multi • 2026-07-30 23:11

Apple Reports 3Q 2026 Results: $29.8B Profit on $109.4B Revenue

submitted by /u/-protonsandneutrons- to r/hardware [link] [comments]

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