# servers

In HTTP, a server is a program that accepts connections and sends responses to service HTTP requests.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Khan Academy Uses Local Storage and Request Queues to Handle Offline Actions

DevFeed: [Khan Academy Uses Local Storage and Request Queues to Handle Offline Actions](<https://devfeed.tech/articles/no-cheating-allowed-27397.md>)

Original publisher: [Read original article](<http://engineering.khanacademy.org/posts/no-cheating-allowed.htm>)

Author: Khan Academy

Published: 2015-08-17T22:00:00Z

Content type: article

Language: en

Sources: [Khan Academy](<https://devfeed.tech/sources/khan-academy.md>)

Topics: [LocalStorage](<https://devfeed.tech/topics/localstorage.md>), [client](<https://devfeed.tech/topics/client.md>), [Code](<https://devfeed.tech/topics/code.md>), [Internet](<https://devfeed.tech/topics/internet.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [architecture](<https://devfeed.tech/tags/architecture.md>), [change](<https://devfeed.tech/tags/change.md>), [code](<https://devfeed.tech/tags/code.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [function](<https://devfeed.tech/tags/function.md>), [hints](<https://devfeed.tech/tags/hints.md>), [linear](<https://devfeed.tech/tags/linear.md>), [local](<https://devfeed.tech/tags/local.md>), [news](<https://devfeed.tech/tags/news.md>), [offline](<https://devfeed.tech/tags/offline.md>), [queue](<https://devfeed.tech/tags/queue.md>), [request](<https://devfeed.tech/tags/request.md>), [server](<https://devfeed.tech/tags/server.md>), [web-frontend](<https://devfeed.tech/tags/web-frontend.md>)

### AI overview

This article explains how Khan Academy addressed offline hint cheating by changing the client's request architecture. Actions are stored in local storage and placed in a queue for retry when connectivity returns, with linear backoff to avoid repeated requests during outages.

### Source excerpt

By Phillip Lemons The problem Recently, a number of students on Khan Academy found a way to cheat ... Read more

## MCP went stateless: What changed in the 2026-07-28 spec

DevFeed: [MCP went stateless: What changed in the 2026-07-28 spec](<https://devfeed.tech/articles/mcp-went-stateless-what-changed-in-the-2026-07-28-spec-31436.md>)

Original publisher: [Read original article](<https://workos.com/blog/mcp-stateless-spec-2026-07-28>)

Author: WorkOS

Published: 2026-09-16T00:00:00Z

Content type: article

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [migration](<https://devfeed.tech/topics/migration.md>), [HTTP](<https://devfeed.tech/topics/http.md>), [servers](<https://devfeed.tech/topics/servers.md>), [client](<https://devfeed.tech/topics/client.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [client](<https://devfeed.tech/tags/client.md>), [http](<https://devfeed.tech/tags/http.md>), [load-balancer](<https://devfeed.tech/tags/load-balancer.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [replacement](<https://devfeed.tech/tags/replacement.md>), [request](<https://devfeed.tech/tags/request.md>), [routing](<https://devfeed.tech/tags/routing.md>), [server](<https://devfeed.tech/tags/server.md>), [servers](<https://devfeed.tech/tags/servers.md>), [sessions](<https://devfeed.tech/tags/sessions.md>), [stateless](<https://devfeed.tech/tags/stateless.md>), [stream](<https://devfeed.tech/tags/stream.md>)

### AI overview

The 2026-07-28 MCP specification removes protocol-level sessions, the initialize handshake, and stream resumability, making the protocol behave more like an ordinary HTTP API. Most migrations are mechanical, but lost stream requests can cause reliability regressions or duplicated side effects when retried, so side-effecting tools need application-level idempotency keys. The elicitation change also requires architectural rework.

### Source excerpt

Sessions, the initialize handshake, and stream resumability are all gone. Here is what replaced them, and what breaks if you ignore it.

## Micron Shows off 512GB DDR5 RDIMM: 12TB per Dual-Socket Server at 9,200 MT/s, Volume Production in 2H 2027

DevFeed: [Micron Shows off 512GB DDR5 RDIMM: 12TB per Dual-Socket Server at 9,200 MT/s, Volume Production in 2H 2027](<https://devfeed.tech/articles/micron-shows-off-512gb-ddr5-rdimm-12tb-per-dual-socket-server-at-9-200-mt-s-volume-production-in-2h-2027-26753.md>)

Original publisher: [Read original article](<https://www.storagereview.com/news/micron-shows-a-512gb-ddr5-rdimm-12tb-per-dual-socket-server-at-9200-mt-s-volume-production-in-2h-2027>)

Author: Brian Beeler

Published: 2026-09-15T20:18:17Z

Content type: news

Language: en

Sources: [StorageReview.com](<https://devfeed.tech/sources/storagereview-com.md>)

Topics: [ddr5](<https://devfeed.tech/topics/ddr5.md>), [servers](<https://devfeed.tech/topics/servers.md>), [intel](<https://devfeed.tech/topics/intel.md>), [cpu](<https://devfeed.tech/topics/cpu.md>)

Tags: [capacity](<https://devfeed.tech/tags/capacity.md>), [ddr5](<https://devfeed.tech/tags/ddr5.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [generation](<https://devfeed.tech/tags/generation.md>), [intel](<https://devfeed.tech/tags/intel.md>), [memory](<https://devfeed.tech/tags/memory.md>), [modules](<https://devfeed.tech/tags/modules.md>), [performance](<https://devfeed.tech/tags/performance.md>), [production](<https://devfeed.tech/tags/production.md>), [release](<https://devfeed.tech/tags/release.md>), [server](<https://devfeed.tech/tags/server.md>), [speed](<https://devfeed.tech/tags/speed.md>), [volume](<https://devfeed.tech/tags/volume.md>)

### AI overview

Micron demonstrated a 512GB DDR5 RDIMM rated for up to 9,200 MT/s. The module can provide 12TB of memory in a 24-slot dual-socket server, with volume production scheduled for the second half of 2027. AMD and Intel are validating it for next-generation server platforms.

### Source excerpt

Micron has demonstrated a 512GB DDR5 RDIMM running on multiple server platforms, which it calls the world's first module at that capacity, and says AMD and Intel are both validating it for their next-generation server platforms. The module is rated for speeds up to 9,200 MT/s, and in a 24-slot dual-socket server it puts 12TB The post Micron Shows off 512GB DDR5 RDIMM: 12TB per Dual-Socket Server at 9,200 MT/s, Volume Production in 2H 2027 appeared first on StorageReview.com.

## How WebRTC Scales: Signaling, NAT Traversal, and the Mesh/SFU/MCU Tradeoff

DevFeed: [How WebRTC Scales: Signaling, NAT Traversal, and the Mesh/SFU/MCU Tradeoff](<https://devfeed.tech/articles/how-webrtc-scales-signaling-nat-traversal-and-the-mesh-sfu-mcu-tradeoff-26901.md>)

Original publisher: [Read original article](<https://www.freecodecamp.org/news/how-webrtc-scales-signaling-nat-traversal-and-the-mesh-sfu-mcu-tradeoff/>)

Author: Karan Pratap Singh

Published: 2026-09-15T15:57:39Z

Content type: article

Language: en

Sources: [freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More](<https://devfeed.tech/sources/freecodecamp-programming-tutorials-python-javascript-git-more.md>)

Topics: [WebRTC](<https://devfeed.tech/topics/webrtc.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [browsers](<https://devfeed.tech/topics/browsers.md>), [API](<https://devfeed.tech/topics/api.md>), [JavaScript](<https://devfeed.tech/topics/javascript.md>), [WebSocket](<https://devfeed.tech/topics/websocket.md>), [Firewall](<https://devfeed.tech/topics/firewall.md>), [Network](<https://devfeed.tech/topics/network.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [browsers](<https://devfeed.tech/tags/browsers.md>), [decoding](<https://devfeed.tech/tags/decoding.md>), [distributed-system](<https://devfeed.tech/tags/distributed-system.md>), [firewall](<https://devfeed.tech/tags/firewall.md>), [http](<https://devfeed.tech/tags/http.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [network](<https://devfeed.tech/tags/network.md>), [networking](<https://devfeed.tech/tags/networking.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [server](<https://devfeed.tech/tags/server.md>), [webrtc](<https://devfeed.tech/tags/webrtc.md>)

### AI overview

This article explains how WebRTC enables browsers to exchange audio, video, and data directly. It covers the three WebRTC APIs, signaling through WebSockets or HTTP, NAT traversal using ICE, STUN, and TURN, and the mesh, SFU, and MCU approaches to scaling media delivery.

### Source excerpt

Web Real-Time Communication (or WebRTC) is the open standard browsers use to send audio, video, and data straight to each other. There's no plugin or native app, nothing beyond an API that every brows

## Laravel MCP 1.0 Is Released

DevFeed: [Laravel MCP 1.0 Is Released](<https://devfeed.tech/articles/laravel-mcp-1-0-is-released-26975.md>)

Original publisher: [Read original article](<https://laravel-news.com/laravel-mcp-1-0>)

Author: Eric L. Barnes

Published: 2026-09-15T14:27:51Z

Content type: release

Language: en

Sources: [Laravel](<https://devfeed.tech/sources/laravel.md>)

Topics: [Laravel](<https://devfeed.tech/topics/laravel.md>), [Model Context Protocol (MCP)](<https://devfeed.tech/topics/model-context-protocol-mcp.md>), [OAuth](<https://devfeed.tech/topics/oauth.md>), [pkce](<https://devfeed.tech/topics/pkce.md>), [Caching](<https://devfeed.tech/topics/caching.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [caching](<https://devfeed.tech/tags/caching.md>), [context-window](<https://devfeed.tech/tags/context-window.md>), [laravel](<https://devfeed.tech/tags/laravel.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [news](<https://devfeed.tech/tags/news.md>), [oauth](<https://devfeed.tech/tags/oauth.md>), [pkce](<https://devfeed.tech/tags/pkce.md>), [servers](<https://devfeed.tech/tags/servers.md>)

### AI overview

Laravel MCP 1.0 is the first stable release of Laravel's package for building Model Context Protocol servers. It adds protocol revision 2026-07-28 support, searchable tool catalogs, cache hints, stateless request handling, OAuth changes requiring PKCE, and Client ID Metadata Documents.

### Source excerpt

Laravel MCP 1.0 ships protocol revision 2026-07-28, stateless servers, searchable tool catalogs, cache hints, and reworked OAuth with required PKCE. The post Laravel MCP 1.0 Is Released appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

## Axelera Europa Ships: 629 TOPS at 45W Per AIPU, in Validated Dell XE5 and Supermicro Servers

DevFeed: [Axelera Europa Ships: 629 TOPS at 45W Per AIPU, in Validated Dell XE5 and Supermicro Servers](<https://devfeed.tech/articles/axelera-europa-ships-629-tops-at-45w-per-aipu-in-validated-dell-xe5-and-supermicro-servers-26751.md>)

Original publisher: [Read original article](<https://www.storagereview.com/news/axelera-europa-ships-629-tops-at-45w-per-aipu-in-validated-dell-xe5-and-supermicro-servers>)

Author: Harold Fritts

Published: 2026-09-15T13:00:00Z

Content type: news

Language: en

Sources: [StorageReview.com](<https://devfeed.tech/sources/storagereview-com.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [Computer vision](<https://devfeed.tech/topics/computer-vision.md>), [servers](<https://devfeed.tech/topics/servers.md>), [dell](<https://devfeed.tech/topics/dell.md>), [RISC-V](<https://devfeed.tech/topics/riscv.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [computer-vision](<https://devfeed.tech/tags/computer-vision.md>), [dell](<https://devfeed.tech/tags/dell.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [inference](<https://devfeed.tech/tags/inference.md>), [risc-v](<https://devfeed.tech/tags/risc-v.md>), [servers](<https://devfeed.tech/tags/servers.md>)

### AI overview

Axelera AI is shipping Europa, a second-generation AI Processing Unit, in bare-chip and PCIe card configurations. The company says the 45W device delivers 629 TOPS and supports on-premises inference workloads including generative AI, vision-language models, and computer vision. The Edge 232p card is shipping in validated Dell XE5 and Supermicro 111AD systems.

### Source excerpt

Axelera AI is shipping Europa, the second-generation AI Processing Unit (AIPU) it has been previewing since last year, and it's launching with validated servers from Dell and Supermicro attached. The Eindhoven company's pitch is inference on infrastructure the customer controls: agentic systems, vision-language models, generative AI, and computer vision running in a standard rackmount server The post Axelera Europa Ships: 629 TOPS at 45W Per AIPU, in Validated Dell XE5 and Supermicro Servers appeared first on StorageReview.com.

## Perfect-10 GitLab bug under attack days after patch lands

DevFeed: [Perfect-10 GitLab bug under attack days after patch lands](<https://devfeed.tech/articles/perfect-10-gitlab-bug-under-attack-days-after-patch-lands-21634.md>)

Original publisher: [Read original article](<https://www.theregister.com/security/2026/09/14/perfect-10-gitlab-bug-under-attack-days-after-patch-lands/5296176>)

Author: Carly Page

Published: 2026-09-14T14:30:00Z

Content type: news

Language: en

Sources: [www.theregister.com - Articles](<https://devfeed.tech/sources/www-theregister-com-articles.md>)

Topics: [GitLab](<https://devfeed.tech/topics/gitlab.md>), [bug](<https://devfeed.tech/topics/bug.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [Internet](<https://devfeed.tech/topics/internet.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [bug](<https://devfeed.tech/tags/bug.md>), [cisa](<https://devfeed.tech/tags/cisa.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [cybersecurity-and-infrastructure-security-agency](<https://devfeed.tech/tags/cybersecurity-and-infrastructure-security-agency.md>), [exploit](<https://devfeed.tech/tags/exploit.md>), [gitlab](<https://devfeed.tech/tags/gitlab.md>), [internet](<https://devfeed.tech/tags/internet.md>), [security](<https://devfeed.tech/tags/security.md>), [servers](<https://devfeed.tech/tags/servers.md>)

### AI overview

CISA confirms active exploitation of a critical GitLab vulnerability shortly after a patch was released. Security researchers observed attackers probing internet-facing servers.

### Source excerpt

CISA confirms active exploitation as watchTowr spots miscreants probing internet-facing servers

## An honest opinion or defamation? A solicitor outlines the legal nuance

DevFeed: [An honest opinion or defamation? A solicitor outlines the legal nuance](<https://devfeed.tech/articles/an-honest-opinion-or-defamation-a-solicitor-outlines-the-legal-nuance-15051.md>)

Original publisher: [Read original article](<https://www.gamedeveloper.com/business/an-honest-opinion-or-defamation-a-solicitor-outlines-the-legal-nuance>)

Author: Chris Kerr

Published: 2026-09-11T13:27:31Z

Content type: opinion

Language: en

Sources: [gamedeveloper](<https://devfeed.tech/sources/gamedeveloper.md>)

Topics: [Discord](<https://devfeed.tech/topics/discord.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [discord](<https://devfeed.tech/tags/discord.md>), [legal](<https://devfeed.tech/tags/legal.md>), [opinion](<https://devfeed.tech/tags/opinion.md>), [social-media](<https://devfeed.tech/tags/social-media.md>)

### AI overview

A solicitor explains the legal distinction between honest opinion and defamation in the context of Rockstar's allegations against former workers who criticized the studio on Discord.

### Source excerpt

Rockstar has accused a group of former workers of defaming the studio on Discord--but what does that term actually mean in a legal sense?

## 🔌 Stripe's Proxy Was Opening Hundreds Of Thousands Of Connections

DevFeed: [🔌 Stripe's Proxy Was Opening Hundreds Of Thousands Of Connections](<https://devfeed.tech/articles/stripe-s-proxy-was-opening-hundreds-of-thousands-of-connections-17943.md>)

Original publisher: [Read original article](<https://read.bytesizeddesign.com/p/stripe-replaced-envoy-mesh-proxy>)

Author: Byte-Sized Design

Published: 2026-09-08T15:36:04Z

Content type: article

Language: en

Sources: [Byte-Sized Design](<https://devfeed.tech/sources/byte-sized-design.md>)

Topics: [stripe](<https://devfeed.tech/topics/stripe.md>), [Go Language](<https://devfeed.tech/topics/go-language.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [servers](<https://devfeed.tech/topics/servers.md>), [WebSocket](<https://devfeed.tech/topics/websocket.md>)

Tags: [go](<https://devfeed.tech/tags/go.md>), [latency](<https://devfeed.tech/tags/latency.md>), [proxy](<https://devfeed.tech/tags/proxy.md>), [servers](<https://devfeed.tech/tags/servers.md>), [stripe](<https://devfeed.tech/tags/stripe.md>), [websocket](<https://devfeed.tech/tags/websocket.md>)

### AI overview

The article explains why Stripe replaced Envoy with its own Go proxy, mesh-proxy. It attributes the change to connection scaling problems and reports lower CPU usage and latency, fewer connections, and additional burst capacity from Ruby load balancing.

### Source excerpt

A Go proxy, one connection per host, and 3,000 days of latency saved every day

## The Evolution of HTTP, Clearly Explained

DevFeed: [The Evolution of HTTP, Clearly Explained](<https://devfeed.tech/articles/the-evolution-of-http-clearly-explained-18040.md>)

Original publisher: [Read original article](<https://blog.levelupcoding.com/p/the-evolution-of-http-clearly-explained>)

Author: Nikki Siapno

Published: 2026-09-04T16:39:02Z

Content type: article

Language: en

Sources: [Level Up Coding System Design Newsletter](<https://devfeed.tech/sources/level-up-coding-system-design-newsletter.md>)

Topics: [HTTP](<https://devfeed.tech/topics/http.md>), [client](<https://devfeed.tech/topics/client.md>), [servers](<https://devfeed.tech/topics/servers.md>), [Caching](<https://devfeed.tech/topics/caching.md>), [Web](<https://devfeed.tech/topics/web.md>)

Tags: [browser](<https://devfeed.tech/tags/browser.md>), [caching](<https://devfeed.tech/tags/caching.md>), [encoding](<https://devfeed.tech/tags/encoding.md>), [evolution](<https://devfeed.tech/tags/evolution.md>), [http](<https://devfeed.tech/tags/http.md>), [http-3](<https://devfeed.tech/tags/http-3.md>), [protocol](<https://devfeed.tech/tags/protocol.md>), [request](<https://devfeed.tech/tags/request.md>), [responses](<https://devfeed.tech/tags/responses.md>), [server](<https://devfeed.tech/tags/server.md>), [tcp](<https://devfeed.tech/tags/tcp.md>)

### AI overview

An explanatory article traces HTTP from versions 0.9 through 1.1, describing how headers, status codes, persistent connections, caching, and chunked transfer encoding addressed the web's growing scale and performance needs. It introduces HTTP/3 as part of that broader evolution.

### Source excerpt

From 0.9 to 3.0: What changed and why?

## What part of 'No!' is so hard for the DNS understand?

DevFeed: [What part of 'No!' is so hard for the DNS understand?](<https://devfeed.tech/articles/what-part-of-no-is-so-hard-for-the-dns-understand-10859.md>)

Original publisher: [Read original article](<https://blog.apnic.net/2026/09/04/what-part-of-no-is-so-hard-for-the-dns-understand/>)

Author: Geoff Huston

Published: 2026-09-04T01:06:30Z

Content type: article

Language: en

Sources: [APNIC Blog](<https://devfeed.tech/sources/apnic-blog.md>)

Topics: [servers](<https://devfeed.tech/topics/servers.md>), [Caching](<https://devfeed.tech/topics/caching.md>), [DDoS](<https://devfeed.tech/topics/ddos.md>), [Cybercrime](<https://devfeed.tech/topics/cybercrime.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Bot](<https://devfeed.tech/topics/bot.md>), [Script](<https://devfeed.tech/topics/script.md>)

Tags: [apnic-labs](<https://devfeed.tech/tags/apnic-labs.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [availability](<https://devfeed.tech/tags/availability.md>), [bots](<https://devfeed.tech/tags/bots.md>), [caching](<https://devfeed.tech/tags/caching.md>), [ddos](<https://devfeed.tech/tags/ddos.md>), [dns](<https://devfeed.tech/tags/dns.md>), [generate](<https://devfeed.tech/tags/generate.md>), [measurement](<https://devfeed.tech/tags/measurement.md>), [random](<https://devfeed.tech/tags/random.md>), [server](<https://devfeed.tech/tags/server.md>), [servers](<https://devfeed.tech/tags/servers.md>), [tech-matters](<https://devfeed.tech/tags/tech-matters.md>)

### AI overview

The article explains how random name attacks overwhelm authoritative DNS servers by generating queries for nonexistent names, bypassing recursive resolver caches and potentially causing domain availability failures. It also describes APNIC Labs' measurement work on nonexistent-domain responses to improve DNS resilience.

### Source excerpt

At APNIC Labs we've been experimenting with understanding how the DNS handles requests to resolve nonexistent names to make the DNS more resilient to random name attacks.

## The New UGREEN HomeAgent Series Revealed

DevFeed: [The New UGREEN HomeAgent Series Revealed](<https://devfeed.tech/articles/the-new-ugreen-homeagent-series-revealed-17369.md>)

Original publisher: [Read original article](<https://nascompares.com/2026/09/03/the-new-ugreen-homeagent-series-revealed/>)

Author: Rob Andrews

Published: 2026-09-03T22:00:40Z

Content type: news

Language: en

Sources: [NAS Compares](<https://devfeed.tech/sources/nas-compares.md>)

Topics: [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [servers](<https://devfeed.tech/topics/servers.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [smart speaker](<https://devfeed.tech/topics/smart-speaker.md>)

Tags: [070-tflops-ai](<https://devfeed.tech/tags/070-tflops-ai.md>), [10gbe-nas](<https://devfeed.tech/tags/10gbe-nas.md>), [13-3-inch-smart-frame](<https://devfeed.tech/tags/13-3-inch-smart-frame.md>), [2](<https://devfeed.tech/tags/2.md>), [2-5gbe-nas](<https://devfeed.tech/tags/2-5gbe-nas.md>), [20-tops-npu](<https://devfeed.tech/tags/20-tops-npu.md>), [205-tops-ai](<https://devfeed.tech/tags/205-tops-ai.md>), [4k-indoor-camera](<https://devfeed.tech/tags/4k-indoor-camera.md>), [4k-outdoor-camera](<https://devfeed.tech/tags/4k-outdoor-camera.md>), [9x-hybrid-zoom](<https://devfeed.tech/tags/9x-hybrid-zoom.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-accelerator](<https://devfeed.tech/tags/ai-accelerator.md>), [ai-event-summaries](<https://devfeed.tech/tags/ai-event-summaries.md>), [ai-keyword-search](<https://devfeed.tech/tags/ai-keyword-search.md>), [ai-nas](<https://devfeed.tech/tags/ai-nas.md>), [announcement](<https://devfeed.tech/tags/announcement.md>), [arm-nas](<https://devfeed.tech/tags/arm-nas.md>), [armv9-nas](<https://devfeed.tech/tags/armv9-nas.md>), [automation](<https://devfeed.tech/tags/automation.md>), [battery-security-camera](<https://devfeed.tech/tags/battery-security-camera.md>), [bluetooth-smart-home](<https://devfeed.tech/tags/bluetooth-smart-home.md>), [cix-p1](<https://devfeed.tech/tags/cix-p1.md>), [cix-p1-cp8180](<https://devfeed.tech/tags/cix-p1-cp8180.md>), [colour-e-paper-frame](<https://devfeed.tech/tags/colour-e-paper-frame.md>), [e-ink-spectra-6](<https://devfeed.tech/tags/e-ink-spectra-6.md>), [edge-ai](<https://devfeed.tech/tags/edge-ai.md>), [face-recognition](<https://devfeed.tech/tags/face-recognition.md>), [ha100](<https://devfeed.tech/tags/ha100.md>), [ha100-price](<https://devfeed.tech/tags/ha100-price.md>), [ha100-pro](<https://devfeed.tech/tags/ha100-pro.md>), [ha100-pro-price](<https://devfeed.tech/tags/ha100-pro-price.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [home-assistant-compatible-devices](<https://devfeed.tech/tags/home-assistant-compatible-devices.md>), [server](<https://devfeed.tech/tags/server.md>), [smart-speaker](<https://devfeed.tech/tags/smart-speaker.md>), [uncategorised](<https://devfeed.tech/tags/uncategorised.md>)

### AI overview

UGREEN revealed the HomeAgent series, a family of locally managed systems combining storage, AI processing, surveillance, voice interaction and home automation. The broader range includes central systems, cameras, a smart speaker and an E-Paper photo frame. Software remains under development, and the products are initially being introduced through crowdfunding.

### Source excerpt

The New UGREEN HomeAgent Series Revealed UGREEN has spent the last few years building out its NAS range, but its latest announcement takes the company in a rather different direction. I was in Boston for the reveal of UGREEN HomeAgent, a new family of systems designed to bring local storage, AI processing, home surveillance and [...]

## Finding three-way API drift with the AI Engineer

DevFeed: [Finding three-way API drift with the AI Engineer](<https://devfeed.tech/articles/finding-three-way-api-drift-with-the-ai-engineer-12635.md>)

Original publisher: [Read original article](<https://blog.postman.com/finding-three-way-api-drift-with-the-ai-engineer/>)

Author: Talia Kohan

Published: 2026-09-01T16:00:00Z

Content type: article

Language: en

Sources: [Postman Blog](<https://devfeed.tech/sources/postman-blog.md>)

Topics: [API](<https://devfeed.tech/topics/api.md>), [Postman](<https://devfeed.tech/topics/postman.md>), [OpenAPI Specification](<https://devfeed.tech/topics/openapi.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>), [client](<https://devfeed.tech/topics/client.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [ai-engineer](<https://devfeed.tech/tags/ai-engineer.md>), [api](<https://devfeed.tech/tags/api.md>), [api-drift](<https://devfeed.tech/tags/api-drift.md>), [apis](<https://devfeed.tech/tags/apis.md>), [ci](<https://devfeed.tech/tags/ci.md>), [fintech](<https://devfeed.tech/tags/fintech.md>), [general](<https://devfeed.tech/tags/general.md>), [openapi](<https://devfeed.tech/tags/openapi.md>), [postman-ai-engineer](<https://devfeed.tech/tags/postman-ai-engineer.md>), [production](<https://devfeed.tech/tags/production.md>), [qa](<https://devfeed.tech/tags/qa.md>)

### AI overview

The article explains how to detect three-way API drift by comparing an OpenAPI specification, the requests in Postman Collections, and the responses returned by a running server. It argues that pairwise checks can miss cases where all three sources disagree, and describes using Postman AI Engineer and the Context Graph to identify these inconsistencies.

### Source excerpt

Find three-way API drift with Postman AI Engineer and the Context Graph. Compares your OpenAPI spec, collection requests, and live server responses. The post Finding three-way API drift with the AI Engineer appeared first on Postman Blog.

## A World Cup-Era Police Software Project Faced Severe Staffing and Infrastructure Constraints

DevFeed: [A World Cup-Era Police Software Project Faced Severe Staffing and Infrastructure Constraints](<https://devfeed.tech/articles/tales-from-the-world-cup-28513.md>)

Original publisher: [Read original article](<https://thedailywtf.com/articles/tales-from-the-world-cup>)

Author: Ellis Morning

Published: 2026-08-31T06:30:00Z

Content type: opinion

Language: en

Sources: [The Daily WTF](<https://devfeed.tech/sources/the-daily-wtf.md>)

Topics: [Software](<https://devfeed.tech/topics/software.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Website](<https://devfeed.tech/topics/website.md>), [App](<https://devfeed.tech/topics/app.md>), [servers](<https://devfeed.tech/topics/servers.md>), [incident](<https://devfeed.tech/topics/incident.md>)

Tags: [app](<https://devfeed.tech/tags/app.md>), [brazil](<https://devfeed.tech/tags/brazil.md>), [bugs](<https://devfeed.tech/tags/bugs.md>), [feature-articles](<https://devfeed.tech/tags/feature-articles.md>), [hiring](<https://devfeed.tech/tags/hiring.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [server](<https://devfeed.tech/tags/server.md>), [software](<https://devfeed.tech/tags/software.md>), [systems](<https://devfeed.tech/tags/systems.md>), [website](<https://devfeed.tech/tags/website.md>)

### AI overview

An anonymous submitter recounts a rushed 2014 project in Brazil to build a police system before the World Cup. The project combined public websites, police-car location tracking, automated reporting, and real-time incident submissions, but faced severe staffing, scheduling, infrastructure, and software bug problems.

### Source excerpt

All I can say in response to our anonymous submitter's story is, ALMOST?! With the World Cup being hosted in North America this year, I remembered this story that happened back in 2014. At the time I was working in Brazil, for a company that builds software systems for public services. And, with the World Cup being hosted there, in came the opportunity for local agencies to invest in modernization, with pretty much a blank check to get new services, so long as it was deployed before the end of the World Cup. And so the sales people did what they did best, and went around trying to upsell whoever would be willing to buy -- no matter our actual capacity for developing the things. So it was that I was pulled into this new fancy digital system for the police force of a state capital. However, we had only about 4 engineers available, and what they sold was a project estimated for a team of 20, to be delivered in 3 months, with no room for delay. And it wasn't just our core C&D product, but this massive thing with customized public-facing websites, live tracking of the position of different police cars delivered to a tablet in each car, automated reporting, etc. First thing: We received a pile of 24 resumes, and were told to choose 16 of those. Maybe 3 were acceptable, but we had to waste 1 month hiring and onboarding 13 other people who were worse than useless. Classic man-month problem. We eventually had to tell management that nothing would be delivered this way, so they did the very best next thing: fly us to this other city, so we could work embedded there, in full crunch mode for the delivery. We pretty much worked 12+ hours a day, 7 days a week, for those next 2 weeks. Another situation: they wanted this system where people could take a photo of an incident in progress, and submit via this app + website, to be verified by an operator in real-time. We nicknamed it the "dick-pic encyclopedia." Even worse, we only had the budget to run a single server, so this thing re

## How to verify WorkOS access tokens in your own API

DevFeed: [How to verify WorkOS access tokens in your own API](<https://devfeed.tech/articles/how-to-verify-workos-access-tokens-in-your-own-api-16070.md>)

Original publisher: [Read original article](<https://workos.com/blog/verify-workos-access-tokens-in-your-own-api>)

Author: WorkOS

Published: 2026-08-28T00:00:00Z

Content type: tutorial

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [API](<https://devfeed.tech/topics/api.md>), [Android](<https://devfeed.tech/topics/android.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [servers](<https://devfeed.tech/topics/servers.md>), [client](<https://devfeed.tech/topics/client.md>)

Tags: [android](<https://devfeed.tech/tags/android.md>), [api](<https://devfeed.tech/tags/api.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [http](<https://devfeed.tech/tags/http.md>), [jwks](<https://devfeed.tech/tags/jwks.md>), [node](<https://devfeed.tech/tags/node.md>)

### AI overview

This tutorial explains how to verify WorkOS access tokens in a Node API, using an Android client as the example. It covers bearer-token handling, JWKS-based signature verification, claim extraction, caller identity, and distinct responses for invalid tokens, temporary verification failures, and expired tokens.

### Source excerpt

Using an Android client and a Node API, including the JWKS failure mode that quietly returns the wrong status code

## SiFive's First Server Platform

DevFeed: [SiFive's First Server Platform](<https://devfeed.tech/articles/sifive-s-first-server-platform-14004.md>)

Original publisher: [Read original article](<https://chipsandcheese.com/p/sifives-first-server-platform>)

Author: George Cozma

Published: 2026-08-25T01:48:39Z

Content type: comparison

Language: en

Sources: [Chips and Cheese](<https://devfeed.tech/sources/chips-and-cheese.md>)

Topics: [RISC-V](<https://devfeed.tech/topics/riscv.md>), [servers](<https://devfeed.tech/topics/servers.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [ddr5](<https://devfeed.tech/topics/ddr5.md>), [Ubuntu](<https://devfeed.tech/topics/ubuntu.md>), [intel](<https://devfeed.tech/topics/intel.md>)

Tags: [cpu](<https://devfeed.tech/tags/cpu.md>), [ddr5](<https://devfeed.tech/tags/ddr5.md>), [intel](<https://devfeed.tech/tags/intel.md>), [performance](<https://devfeed.tech/tags/performance.md>), [risc-v](<https://devfeed.tech/tags/risc-v.md>), [server](<https://devfeed.tech/tags/server.md>), [ubuntu](<https://devfeed.tech/tags/ubuntu.md>)

### AI overview

The article examines SiFive's BigSky SF-2U870, a 2U RISC-V server platform with 32 P870-D cores, DDR5 memory, PCIe connectivity, GPU support, and storage. It describes the platform as easy to deploy, highlights RVA23 and Ubuntu 26.04 support, and compares its specifications with Intel's Xeon 6532P-B and AMD EPYC 8325P.

### Source excerpt

Hello you fine Internet folks,

## Running the WorkOS API locally

DevFeed: [Running the WorkOS API locally](<https://devfeed.tech/articles/running-the-workos-api-locally-16055.md>)

Original publisher: [Read original article](<https://workos.com/blog/running-the-workos-api-locally>)

Author: WorkOS

Published: 2026-08-17T20:30:39Z

Content type: tutorial

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [API](<https://devfeed.tech/topics/api.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [Development](<https://devfeed.tech/topics/development.md>), [servers](<https://devfeed.tech/topics/servers.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [OpenAPI Specification](<https://devfeed.tech/topics/openapi.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [automated](<https://devfeed.tech/tags/automated.md>), [backend](<https://devfeed.tech/tags/backend.md>), [bun](<https://devfeed.tech/tags/bun.md>), [docker](<https://devfeed.tech/tags/docker.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [linux](<https://devfeed.tech/tags/linux.md>), [local](<https://devfeed.tech/tags/local.md>), [macos](<https://devfeed.tech/tags/macos.md>), [npm](<https://devfeed.tech/tags/npm.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [openapi](<https://devfeed.tech/tags/openapi.md>), [python](<https://devfeed.tech/tags/python.md>), [tests](<https://devfeed.tech/tags/tests.md>), [windows](<https://devfeed.tech/tags/windows.md>)

### AI overview

This tutorial introduces WorkOS Emulate, an open-source local WorkOS API server for development and automated testing. It explains how to run it locally or in CI, connect WorkOS SDKs by overriding the base URL, and use seeded data for repeatable authentication and integration tests without contacting a live WorkOS environment.

### Source excerpt

WorkOS Emulate runs the WorkOS API on your own machine, so your tests can seed real data, drive full login flows, and force failures without touching prod.

## SecretSpec 0.19: Moving and importing secrets between providers

DevFeed: [SecretSpec 0.19: Moving and importing secrets between providers](<https://devfeed.tech/articles/secretspec-0-19-moving-and-importing-secrets-between-providers-31365.md>)

Original publisher: [Read original article](<https://discourse.nixos.org/t/secretspec-0-19-moving-and-importing-secrets-between-providers/79536>)

Author: domenkozar

Published: 2026-08-11T23:15:09Z

Content type: release

Language: en

Sources: [Announcements - NixOS Discourse](<https://devfeed.tech/sources/announcements-nixos-discourse.md>)

Topics: [configuration](<https://devfeed.tech/topics/configuration.md>), [Self-hosted](<https://devfeed.tech/topics/self-hosted.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [announcements](<https://devfeed.tech/tags/announcements.md>), [config](<https://devfeed.tech/tags/config.md>), [generate](<https://devfeed.tech/tags/generate.md>), [json](<https://devfeed.tech/tags/json.md>), [moving](<https://devfeed.tech/tags/moving.md>), [providers](<https://devfeed.tech/tags/providers.md>), [release](<https://devfeed.tech/tags/release.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [self-hosted](<https://devfeed.tech/tags/self-hosted.md>), [servers](<https://devfeed.tech/tags/servers.md>), [verify](<https://devfeed.tech/tags/verify.md>)

### AI overview

SecretSpec 0.19 introduces provider-specific secret storage layouts, safer imports with verification before deletion, value transformations, configuration stored alongside secrets, ephemeral values and runtime prompts, Passbolt support, and faster remote-provider operations.

### Source excerpt

Hey all, secretspec 0.19 is out with highlights: Provider-specific storage layouts: map one application variable to each provider's native item, field, vault, or path. Safer imports: preflight every source and destination, verify copied values, and only then delete the source. Value transforms: decode Base64 or hexadecimal values and extract fields from JSON documents. Config in secrets: resolve committed, profile-specific configuration alongside provider-backed secrets. Ephemeral values and runtime prompts: generate or securely request values that should exist for only one invocation. Passbolt support: read and write secrets in self-hosted Passbolt servers. Faster remote providers: attach local caches directly to authoritative providers and batch 1Password field reads. Read the full release post: SecretSpec 0.19: Moving and importing secrets between providers | SecretSpec Disclaimer: LLMs have been used 1 post - 1 participant Read full topic

## How Trail of Bits helps verify the integrity of your Signal chats

DevFeed: [How Trail of Bits helps verify the integrity of your Signal chats](<https://devfeed.tech/articles/how-trail-of-bits-helps-verify-the-integrity-of-your-signal-chats-7662.md>)

Original publisher: [Read original article](<https://blog.trailofbits.com/2026/08/11/how-trail-of-bits-helps-verify-the-integrity-of-your-signal-chats/>)

Author: "Tjaden Hess"

Published: 2026-08-11T17:30:00Z

Content type: article

Language: en

Sources: [The Trail of Bits Blog](<https://devfeed.tech/sources/the-trail-of-bits-blog.md>), [The Trail of Bits Blog](<https://devfeed.tech/sources/the-trail-of-bits-blog-2.md>)

Topics: [client](<https://devfeed.tech/topics/client.md>), [servers](<https://devfeed.tech/topics/servers.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [App](<https://devfeed.tech/topics/app.md>)

Tags: [audits](<https://devfeed.tech/tags/audits.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [cryptography](<https://devfeed.tech/tags/cryptography.md>), [devices](<https://devfeed.tech/tags/devices.md>), [external](<https://devfeed.tech/tags/external.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [safety](<https://devfeed.tech/tags/safety.md>), [server](<https://devfeed.tech/tags/server.md>), [signing](<https://devfeed.tech/tags/signing.md>), [verification](<https://devfeed.tech/tags/verification.md>)

### AI overview

The article explains how Trail of Bits helps verify the integrity of Signal chats through Automatic Key Verification. The system uses external auditors, globally consistent public-key maps, Merkle trees, and signed tree heads to make mismatches harder to conceal. Signal clients currently require signatures from auditors operated by Signal, Cloudflare, and Trail of Bits.

### Source excerpt

Every Signal chat starts the same way: the client asks the Signal server for the public key associated with your contact's phone number. But how do you know the server gave you the right key? A compromised server could provide a false public key, allowing the client to encrypt messages to an attacker rather than the intended recipient. Until now, the only way to detect such malfeasance was to verify safety numbers with your contact in person or over a trusted channel. Signal recently launched an alternative: Automatic Key Verification, a feature that helps validate that your chats are secure without requiring direct safety number comparison. Trail of Bits built and operates one of the three auditors that make this system trustworthy. Our auditor, which is an independent implementation written from scratch, continuously checks that the Automatic Key Verification system behaves honestly. How key verification works Automatic Key Verification is a form of "key transparency" that makes mismatch attacks harder to hide by creating a globally consistent view of the set of public keys associated with each phone number. The Signal app now performs a periodic self-check to ensure that all keys stored in the global map for your account belong to your devices. If the app is unable to verify the log, or finds that not all keys are expected, the user is presented with a warning that "Automatic Key Verification is currently unavailable for your device." Automatic Key Verification may also be unavailable for other reasons, as outlined in Signal's documentation. What our auditor does Automatic Key Verification depends on external auditors. Trail of Bits helps this system function by providing external verification that the user ↔ public key map is globally consistent and well formed, and does not hide any entries. Each time a new entry is added, we update our local copy of the map, stored as a Merkle tree. Periodically, we sign the head of the tree using a signing key that only we kn

## Bun runtime for Vercel Functions now accepts Bun.serve as an entrypoint

DevFeed: [Bun runtime for Vercel Functions now accepts Bun.serve as an entrypoint](<https://devfeed.tech/articles/bun-runtime-for-vercel-functions-now-accepts-bun-serve-as-an-entrypoint-831.md>)

Original publisher: [Read original article](<https://vercel.com/changelog/bun-serve-entrypoint-for-vercel-functions>)

Author: Florentin Eckl

Published: 2026-08-10T00:00:00Z

Content type: release

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [Bun](<https://devfeed.tech/topics/bun.md>), [Vercel](<https://devfeed.tech/topics/vercel.md>), [WebSocket](<https://devfeed.tech/topics/websocket.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [bun](<https://devfeed.tech/tags/bun.md>), [compute](<https://devfeed.tech/tags/compute.md>), [concurrent](<https://devfeed.tech/tags/concurrent.md>), [data](<https://devfeed.tech/tags/data.md>), [external](<https://devfeed.tech/tags/external.md>), [pricing](<https://devfeed.tech/tags/pricing.md>), [server](<https://devfeed.tech/tags/server.md>), [vercel](<https://devfeed.tech/tags/vercel.md>)

### AI overview

Vercel Functions now support Bun.serve() as a Bun runtime entrypoint, including WebSocket handlers. Locally run Bun servers can deploy as-is without being wrapped in a framework, with routes defined in a project-level server.ts file.

### Source excerpt

The Bun runtime for Vercel Functions now supports Bun.serve() as a function entrypoint, including WebSocket handlers. The server you run locally with Bun deploys as-is, without being wrapped in a framework. Enable the runtime by setting "bunVersion": "1.x" in vercel.json. Deploy a routes-based server Create a server with a routes map in server.ts at the project root. Accept WebSocket connections Add a websocket handler and call server.upgrade(request) in fetch to upgrade matching requests. The rest of the server stays the same. WebSocket connections run on Fluid compute with Active CPU pricing, so you pay only for time spent processing messages, not idle connection time. A connection is pinned to one function instance for its lifetime, and a single instance can handle multiple concurrent connections. Use an external data store to coordinate messages across instances. Read the documentation to get started. Read more

## The CSS rule that made a hidden field visible

DevFeed: [The CSS rule that made a hidden field visible](<https://devfeed.tech/articles/the-css-rule-that-made-a-hidden-field-visible-36155.md>)

Original publisher: [Read original article](<https://as215248.net/notes/the-hidden-attribute-lied/>)

Author: Bastiaan Brink

Published: 2026-08-02T00:00:00Z

Content type: opinion

Language: en

Sources: [AS215248 - Notes](<https://devfeed.tech/sources/as215248-notes.md>)

Topics: [CSS](<https://devfeed.tech/topics/css.md>), [Web Development](<https://devfeed.tech/topics/web-development.md>), [client](<https://devfeed.tech/topics/client.md>), [servers](<https://devfeed.tech/topics/servers.md>)

Tags: [client](<https://devfeed.tech/tags/client.md>), [css](<https://devfeed.tech/tags/css.md>), [debugging](<https://devfeed.tech/tags/debugging.md>), [hidden](<https://devfeed.tech/tags/hidden.md>), [meta](<https://devfeed.tech/tags/meta.md>), [server](<https://devfeed.tech/tags/server.md>)

### AI overview

The article explains how a CSS rule overrode the HTML hidden attribute, making an operator-only field visible on a peering portal. The field was not a security leak because the server enforced an identity-based allowlist and returned 403 responses for unauthorized requests.

### Source excerpt

Every visitor could see an internal field on the peering portal. Not a leak -- the server never trusted it -- but a good reminder about how `hidden` actually works.

## Jellyfin vs Plex on Raspberry Pi: Which Is Best?

DevFeed: [Jellyfin vs Plex on Raspberry Pi: Which Is Best?](<https://devfeed.tech/articles/jellyfin-vs-plex-on-raspberry-pi-which-is-best-10802.md>)

Original publisher: [Read original article](<https://raspberrytips.com/jellyfin-vs-plex/>)

Author: Thomas Dyan

Published: 2026-08-01T05:00:00Z

Content type: comparison

Language: en

Sources: [RaspberryTips](<https://devfeed.tech/sources/raspberrytips.md>)

Topics: [Jellyfin](<https://devfeed.tech/topics/jellyfin.md>), [Server](<https://devfeed.tech/topics/server.md>), [servers](<https://devfeed.tech/topics/servers.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Software](<https://devfeed.tech/topics/software.md>), [User Experience](<https://devfeed.tech/topics/user-experience.md>)

Tags: [comparison](<https://devfeed.tech/tags/comparison.md>), [customization](<https://devfeed.tech/tags/customization.md>), [devices](<https://devfeed.tech/tags/devices.md>), [features](<https://devfeed.tech/tags/features.md>), [inspiration](<https://devfeed.tech/tags/inspiration.md>), [jellyfin](<https://devfeed.tech/tags/jellyfin.md>), [media](<https://devfeed.tech/tags/media.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [performance](<https://devfeed.tech/tags/performance.md>), [plex](<https://devfeed.tech/tags/plex.md>), [raspberry-pi](<https://devfeed.tech/tags/raspberry-pi.md>), [self-hosted](<https://devfeed.tech/tags/self-hosted.md>), [server](<https://devfeed.tech/tags/server.md>), [software](<https://devfeed.tech/tags/software.md>)

### AI overview

A comparison of Plex and Jellyfin as self-hosted media servers on a Raspberry Pi. It examines their features, user experience, performance, library management, subtitles, plugins, cost, and customization, with recommendations about which service may be preferable in different areas.

### Source excerpt

If you're planning to use your Raspberry Pi as a media server, the good news is that you have many software choices. If you're trying to decide between Plex and Jellyfin to watch movies and TV, let me compare these two for you and share my recommendations. Plex is a freemium media server with pre-configured...

## Model Context Protocol (MCP) vs. Agent2Agent (A2A): which protocol do you need?

DevFeed: [Model Context Protocol (MCP) vs. Agent2Agent (A2A): which protocol do you need?](<https://devfeed.tech/articles/model-context-protocol-mcp-vs-agent2agent-a2a-which-protocol-do-you-need-4821.md>)

Original publisher: [Read original article](<https://redis.io/blog/mcp-vs-a2a-which-protocol-do-you-need/>)

Author: Jeff Mills

Published: 2026-07-22T00:00:00Z

Content type: comparison

Language: en

Sources: [Redis Blog](<https://devfeed.tech/sources/redis-blog.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Remote Procedure Call (RPC)](<https://devfeed.tech/topics/rpc.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [JSON](<https://devfeed.tech/topics/json.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [observability](<https://devfeed.tech/topics/observability.md>), [servers](<https://devfeed.tech/topics/servers.md>), [Grafana](<https://devfeed.tech/topics/grafana.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [api](<https://devfeed.tech/tags/api.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developer-tooling](<https://devfeed.tech/tags/developer-tooling.md>), [grafana](<https://devfeed.tech/tags/grafana.md>), [guide](<https://devfeed.tech/tags/guide.md>), [json](<https://devfeed.tech/tags/json.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [observability](<https://devfeed.tech/tags/observability.md>), [rpc](<https://devfeed.tech/tags/rpc.md>), [tech-de](<https://devfeed.tech/tags/tech-de.md>)

### AI overview

This guide compares the Model Context Protocol (MCP) with Agent2Agent (A2A), explaining that MCP connects an LLM application to tools and data while A2A connects independent agents. It describes MCP's hosts, clients, servers, tools, resources, prompts, JSON-RPC transport, streaming, production use cases, and governance limitations.

### Source excerpt

Somewhere around your third agent, someone in a design review asks, "Shouldn't we be using A2A for this?" It's a fair question that most teams can't answer well, because the two big agent protocols keep getting lumped together when they solve differen...

## Kan een Amerikaans bedrijf met encryptie de Amerikaanse overheid buiten de deur houden?

DevFeed: [Kan een Amerikaans bedrijf met encryptie de Amerikaanse overheid buiten de deur houden?](<https://devfeed.tech/articles/kan-een-amerikaans-bedrijf-met-encryptie-de-amerikaanse-overheid-buiten-de-deur-houden-36460.md>)

Original publisher: [Read original article](<https://berthub.eu/articles/posts/kan-een-amerikaans-bedrijf-zo-versleutelen-dat-amerikanen-er-niet-bijkunnen/>)

Published: 2026-07-21T13:20:00Z

Content type: opinion

Language: nl

Sources: [Bert Hubert's writings](<https://devfeed.tech/sources/bert-hubert-s-writings.md>)

Topics: [Encryption](<https://devfeed.tech/topics/encryption.md>), [sensitive data](<https://devfeed.tech/topics/sensitive-data.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>), [servers](<https://devfeed.tech/topics/servers.md>), [Malware](<https://devfeed.tech/topics/malware.md>)

Tags: [encryption](<https://devfeed.tech/tags/encryption.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [requirements](<https://devfeed.tech/tags/requirements.md>), [sensitive-data](<https://devfeed.tech/tags/sensitive-data.md>), [server](<https://devfeed.tech/tags/server.md>)

### AI overview

This Dutch commentary examines whether encryption can prevent the United States from accessing data held or processed by partly American companies. It argues that services such as Microsoft Double Key Encryption are difficult to use for ordinary data because servers need access to plaintext for searching and other operations, and that administrators ultimately retain significant control over server data.

### Source excerpt

Het is inmiddels duidelijk dat zelfs maar deels Amerikaanse bedrijven met allerhande middelen gedwongen kunnen worden om onze data te overhandigen aan de Amerikaanse overheid. Ook kan de dienstverlening gestaakt worden na een enkel briefje op Whitehouse.gov, wat zonder enige rechterlijke toetsing geplaatst kan worden. Tegen deze beide dingen is met papier niets te doen. Geen speciale afspraak zal je redden uit dit probleem (dit ook volgens de Landsadvocaat). Maar, er is dan soms nog de hoop om de data nog wel privé te houden met speciale encryptie.

[Next page](<https://devfeed.tech/topics/servers.md?cursor=WyIyMDI2LTA3LTIxVDEzOjIwOjAwKzAwOjAwIiwgIjk4Y2RlOTBiLTVkYTktNDc4Mi1hNTI0LWI0ODc0OTQ4ZmFkNyJd>)