# centralization

Centralization is the state in which a single entity or small group exclusively controls, observes, captures, or extracts rent from an Internet function.

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## TBM 432: Bundling & Unbundling Capabilities (and AI)

DevFeed: [TBM 432: Bundling & Unbundling Capabilities (and AI)](<https://devfeed.tech/articles/tbm-432-bundling-unbundling-capabilities-and-ai-40058.md>)

Original publisher: [Read original article](<https://cutlefish.substack.com/p/tbm-432-bundling-and-unbundling-capabilities>)

Author: John Cutler

Published: 2026-07-26T10:53:39Z

Content type: opinion

Language: en

Sources: [The Beautiful Mess](<https://devfeed.tech/sources/the-beautiful-mess.md>)

Topics: [Product Management](<https://devfeed.tech/topics/product-management.md>), [centralization](<https://devfeed.tech/topics/centralization.md>), [Development](<https://devfeed.tech/topics/development.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [centralization](<https://devfeed.tech/tags/centralization.md>), [code](<https://devfeed.tech/tags/code.md>), [development](<https://devfeed.tech/tags/development.md>), [product-management](<https://devfeed.tech/tags/product-management.md>)

### AI overview

This commentary argues that capabilities once bundled into product management have separated into specialized roles and disciplines, while also being distributed across teams, tools, platforms, and external partners. It presents AI-related changes as one of several simultaneous patterns, including specialization, diffusion, centralization, integration, embedding, and rebundling.

### Source excerpt

Early in my product career, I wore many hats.

## Your Data Warehouse Isn't Integrated Just Because the Tables Are in One Place

DevFeed: [Your Data Warehouse Isn't Integrated Just Because the Tables Are in One Place](<https://devfeed.tech/articles/your-data-warehouse-isn-t-integrated-just-because-the-tables-are-in-one-place-37156.md>)

Original publisher: [Read original article](<https://seattledataguy.substack.com/p/your-data-warehouse-isnt-integrated>)

Author: SeattleDataGuy

Published: 2026-07-18T23:26:52Z

Content type: opinion

Language: en

Sources: [SeattleDataGuy's Newsletter](<https://devfeed.tech/sources/seattledataguy-s-newsletter.md>)

Topics: [centralization](<https://devfeed.tech/topics/centralization.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [centralization](<https://devfeed.tech/tags/centralization.md>), [data](<https://devfeed.tech/tags/data.md>), [warehouse](<https://devfeed.tech/tags/warehouse.md>)

### AI overview

The article argues that placing tables in one data warehouse centralizes data but does not by itself integrate it.

### Source excerpt

Centralization is not integration!

## Strange Loop - IP Spoofing

DevFeed: [Strange Loop - IP Spoofing](<https://devfeed.tech/articles/strange-loop-ip-spoofing-38954.md>)

Original publisher: [Read original article](<https://idea.popcount.org/2016-09-20-strange-loop---ip-spoofing>)

Author: Marek

Published: 2016-09-19T22:00:00Z

Content type: article

Language: en

Sources: [Marek Majkowski](<https://devfeed.tech/sources/marek-majkowski.md>)

Topics: [DDoS](<https://devfeed.tech/topics/ddos.md>), [spoofing](<https://devfeed.tech/topics/spoofing.md>), [Security](<https://devfeed.tech/topics/security.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Internet](<https://devfeed.tech/topics/internet.md>), [proxy](<https://devfeed.tech/topics/proxy.md>), [centralization](<https://devfeed.tech/topics/centralization.md>)

Tags: [centralization](<https://devfeed.tech/tags/centralization.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [ddos](<https://devfeed.tech/tags/ddos.md>), [internet](<https://devfeed.tech/tags/internet.md>), [ip](<https://devfeed.tech/tags/ip.md>), [recording](<https://devfeed.tech/tags/recording.md>), [reverse-proxy](<https://devfeed.tech/tags/reverse-proxy.md>), [ruby](<https://devfeed.tech/tags/ruby.md>), [security](<https://devfeed.tech/tags/security.md>), [servers](<https://devfeed.tech/tags/servers.md>), [spoofing](<https://devfeed.tech/tags/spoofing.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

A transcript of a Strange Loop talk explaining large-scale DDoS attacks, how IP spoofing enables serious attacks and complicates tracing, and how mitigating them contributes to internet centralization.

### Source excerpt

Strange Loop - IP Spoofing I recently gave a talk at the Strange Loop conference in St Louis. The recording and slides are available, but for easier consumption here's a transcript. Good morning! This is the DDoS talk. It's always hard to speak about DDoS. Many people mean very different things by it. Some say "DDoS" when their Ruby app can't handle more than five concurrent users. But slow Ruby servers are not the subject of this talk.

## Why Signal argues that federated messengers cannot remain competitive as software ecosystems evolve

DevFeed: [Why Signal argues that federated messengers cannot remain competitive as software ecosystems evolve](<https://devfeed.tech/articles/reflections-the-ecosystem-is-moving-1856.md>)

Original publisher: [Read original article](<https://signal.org/blog/the-ecosystem-is-moving/>)

Published: 2016-05-10T00:00:00Z

Content type: opinion

Language: en

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

Topics: [Open Source](<https://devfeed.tech/topics/open-source.md>), [centralization](<https://devfeed.tech/topics/centralization.md>), [Protocol (disambiguation)](<https://devfeed.tech/topics/protocol.md>), [Security](<https://devfeed.tech/topics/security.md>), [User experience (UX)](<https://devfeed.tech/topics/ux.md>), [Software](<https://devfeed.tech/topics/software.md>)

Tags: [centralization](<https://devfeed.tech/tags/centralization.md>), [communication](<https://devfeed.tech/tags/communication.md>), [developer](<https://devfeed.tech/tags/developer.md>), [ecosystem](<https://devfeed.tech/tags/ecosystem.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [reflections](<https://devfeed.tech/tags/reflections.md>), [security](<https://devfeed.tech/tags/security.md>), [software](<https://devfeed.tech/tags/software.md>), [ux](<https://devfeed.tech/tags/ux.md>)

### AI overview

Open Whisper Systems reflects on how changing platforms, networks, security threats, and user expectations affect software development. The article argues that federating an application-layer messenger makes change difficult and that a federated messenger may not remain competitive as the ecosystem evolves.

### Source excerpt

At Open Whisper Systems, we've been developing open source "consumer-facing" software for the past four years. We want to share some of the things we've learned while doing it. As a software developer, I envy writers, musicians, and filmmakers. Unlike software, when they create something, it is really done -- forever. A recorded album can be just the same 20 years later, but software has to change. Software exists as part of an ecosystem, and the ecosystem is moving. The platform changes out from under it, the networks evolve, security threats and countermeasures are in constant shift, and the collective UX language rarely sits still. As more money, time, and focus has gone into the ecosystem, the faster the whole thing has begun to travel. All of this means that the set of expectations users have for social and communication features are evolving rapidly. Anyone building software today knows that it is not possible to stand still. Read more...