Cell Boundaries: Defining the Scope of a Cell in Cell-based Architecture One of the hardest questions when adopting Cell-based Architecture is defining what should and shouldn’t be within a Cell.

Cell Boundaries: Defining the Scope of a Cell in Cell-based Architecture

itnext.io/cell-boundar...

Why open source may not survive the rise of generative AI Generative AI may be eroding the foundation of open source software. Provenance, licensing, and reciprocity are breaking down.

"Why open source may not survive the rise of generative AI | ZDNET" share.google/hX1MWxsQgHod...

Fifty Years of Open Source Software Supply-Chain Security | Communications of the ACM

Ótimo texto do Russ Cox sobre Supply-Chain, Segurança, OpenSource e backdoors. E um pouco de história sobre backdooreem 1974...

Leitura para o cafézinho...

dl.acm.org/doi/10.1145/...

4-panel comic. (1) [person finds bottle on shore] (2) [person reads message from inside bottle: ICMP ECHO REQUEST...] (3) [person writes on message ICMP ECHO REPLY...] (4) [person puts bottle back in water and leaves]

Ping

xkcd.com/3150/

Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory While Large Reasoning Models (LRMs) generate extensive chain-of-thought reasoning, we lack a principled framework for understanding how these thoughts are structured. In this paper, we introduce a nov...

"Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory"

arxiv.org/abs/2509.14662

Amanhã devo soltar um blog post sobre o kyaml, pq ele é uma feature foda do Kubernetes e como essa preocupação que tenho visto com o formato ser verboso demais não condiz com a realidade :P me aguardem, cheio de ironia e amor

E podia ser pior, podia ser xml então parem de reclamar :x

A new perspective on how cosmological correlations change based on kinematic parameters To study the origin and evolution of the universe, physicists rely on theories that describe the statistical relationships between different events or fields in spacetime, broadly referred to as cosmo...

"A new perspective on how cosmological correlations change based on kinematic parameters"

share.google/l4lSzUdEAgmb...

Então, por decepção eu paro aqui. É isso?

Entendo... Mas isso aí, ele tá certo (num contexto complexo)

The End of Infrastructure-as-Code: AI Changes Everything... Maybe... YouTube video by AI & DevOps Toolkit

www.youtube.com/watch?v=xwDQ...

O relatório discorre sobre fatores contribuintes, Cultura Justa (Sidney Dekker), Modelo do Acidente Organizacional do James Reason, Consciência Situacional em Ambientes Dinâmicos de Mica Endsley que pode ser utilizada por qualquer empresa operação de TI complexa...

Gosta de um bom post-mortem com conceitos, fundamentos e profundamente detalhado?

São pouco mais de 100 páginas, mapas, ilustrações, imagens para explicar as causas de uma colisão de um avião e um veículo na pista do Aeroporto do Galeão em fevereiro de 2025.

Vale uma lida no Al Action Plan da Casa Branca, há uns ponto de destaque ao considerar ações de longo prazo para uma nação ou mesmo empresas...

Americas-Al-Action-Plan.pdf Inkd.in/dZKqjDDe

Que? 😅

É não foi? 😁

Experience-based risk taking is primarily shaped by prior learning rather than by decision-making - Nature Communications Risk-taking depends on how gains are valued against losses. Here, the authors show that when decisions rely on experience, it is the value given to gains and losses during learning—not during the mome...

Experience-based risk taking is primarily shaped by prior learning rather than by decision-making

www.nature.com/articles/s41...

Inflection Points in Engineering Productivity as Amazon Grew 30x Carlos Arguelles discusses pivotal inflection points throughout Amazon's monumental growth. He explains how significant operational crises, exponential engineer growth, and market shifts drove crucial...

Inflection Points in Engineering Productivity as Amazon Grew 30x - InfoQ share.google/IYfw8eF6KIQI...

Migrating the Jira Database Platform to AWS Aurora - Work Life by Atlassian Explore how Atlassian successfully migrated four million Jira databases to AWS Aurora, overcoming unique technical and operational challenges at massive scale. Learn how the team balanced reliability,...

Migrating the Jira Database Platform to AWS Aurora - Work Life by Atlassian share.google/f8WuJLpb2OEq...

"A Knockout Blow for LLMs?
Anybody who thinks LLMs are a direct route to the sort of AGI that could fundamentally transform society for the good is kidding themselves"

cacm.acm.org/category/art...

Critical Langflow Vulnerability (CVE-2025-3248) Actively Exploited to Deliver Flodrix Botnet This blog uncovers an active campaign exploiting CVE-2025-3248 in Langflow versions before 1.3.0 that deploys the Flodrix botnet, enabling threat actors to achieve full system compromise, initiate...

Critical Langflow Vulnerability (CVE-2025-3248) Actively Exploited to Deliver Flodrix Botnet | Trend Micro (US) share.google/lpotLhk7pAVq...

Infrastructure From Code: What Went Wrong Developers were reluctant to give up control and vendors struggled to meet diverse compliance and operational needs. Now, the focus is shifting.

Infrastructure From Code: What Went Wrong - The New Stack share.google/HqK0JJ3UEn9O...

[2506.08837] Design Patterns for Securing LLM Agents against Prompt Injections share.google/s0Eh2WQsP29H...

Cloudflare service outage June 12, 2025 Today, June 12, 2025, Cloudflare suffered a significant service outage that affected a large set of our critical services, including Workers KV, WARP, Access, Gateway, Images, Stream, Workers AI, Turn...

Cloudflare service outage June 12, 2025 share.google/r3fueErQGLTb...

Comic. Bridge Types: Plank, Rope, Truss, Trestle, Arch, Suspended Arch, Draw, Suspension, Filler [bridge over hole filled in with rocks], Budget Overrun [bridge suspended by cables and extras], Jump [two ends of bridge are disconnected ramps; person crossing in the air on a skateboard], Halfhearted [bridge slopes down into hole], Waterbed [squiggly bridge above water as people crossing shake], L’engle [the hole the bridge is covering is warped so opposite sides of the bridge meet at one point underneath], Fun [bridge loops like a roller coaster; person skateboarding up the loop], Repurposed Elevator [horizontal elevator].

Bridge Types

xkcd.com/3097/

WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference The growing computational demands of large language models (LLMs) make efficient inference and activation strategies increasingly critical. While recent approaches, such as Mixture-of-Experts (MoE), l...

WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference

arxiv.org/abs/2505.19427

É tipo de estrago que pode ter de fato implementar MCP sem se preocupar com segurança.

É como expor um servidor SMB/CIFS Direto na Internet. Precisa de muita atenção para implementar mitigações.

a man in a suit is coughing while sitting in a chair . ALT: a man in a suit is coughing while sitting in a chair .

"Model Context Protocol has prompt injection security problems"

simonwillison.net/2025/Apr/9/m...

"TinyV: Reducing False Negatives in Verification
Improves RL for LLM Reasoning"

arxiv.org/pdf/2505.14625