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Let’s Encrypt’s 45-Day Crackdown: When Security Progress Feels Like a Denial of Service Attack
devops
Featured

Let’s Encrypt’s 45-Day Crackdown: When Security Progress Feels Like a Denial of Service Attack

Pushing 4 billion certificates on a shoestring budget, Let’s Encrypt is now halving validity periods. We dissect the decade-long bet on automation that made this security gamble possible.

#devops#pki
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RBAC Is a SaaS Scalability Trap
abac

RBAC Is a SaaS Scalability Trap

How traditional role-based access control crumbles under multitenancy, and the architectural shift required to survive.

#abac#Authorization#rbac...
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Backstage is Overkill, But Your Microservices Docs Are Still a Disaster
ci/cd

Backstage is Overkill, But Your Microservices Docs Are Still a Disaster

The brutal truth about documentation drift in microservices: why centralized portals fail small teams and how a CI/CD approach to docs actually works.

#ci/cd#developer-experience#documentation...
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GLM-4.6V’s Native Function Calling Isn’t Just Another Feature, It’s a Declaration of War on Text-Only AI
function-calling

GLM-4.6V’s Native Function Calling Isn’t Just Another Feature, It’s a Declaration of War on Text-Only AI

Zhipu AI’s new multimodal models with native function calling challenge the fundamental architecture of current AI agents, forcing a reckoning with the vision-action gap that text-only models can’t bridge.

#function-calling#multimodal-ai#vision-language-models...
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OpenAI’s 40% DRAM Grab Is Forcing Hardware Prices Up 156% – And That’s Not Even the Worst Part
dram

OpenAI’s 40% DRAM Grab Is Forcing Hardware Prices Up 156% – And That’s Not Even the Worst Part

OpenAI’s alleged purchase of 40% of global DRAM wafer supply and stockpiling of raw chips is triggering 156% price spikes, forcing Micron to abandon consumers, and raising questions about whether this is strategic infrastructure planning or deliberate market manipulation.

#dram#openai#supply-chain
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Google’s Titans: The Architecture That Makes Transformers Look Forgetful
ai-architecture

Google’s Titans: The Architecture That Makes Transformers Look Forgetful

How Google’s new Titans architecture and MIRAS framework are rewriting the rules of state management in AI systems, challenging everything we thought we knew about long-context modeling.

#ai-architecture#Google#long-term-memory...
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Peer Review Is Failing: 50 Hallucinated Papers at ICLR 2026 Expose a Broken System
academic-integrity

Peer Review Is Failing: 50 Hallucinated Papers at ICLR 2026 Expose a Broken System

An investigation reveals that 50 submissions to the prestigious ICLR 2026 conference contain AI-generated hallucinations that slipped past expert reviewers, exposing critical vulnerabilities in academic peer review.

#academic-integrity#hallucinations#iclr...
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ServiceNow’s Apriel-1.6-15B Proclaims Bigger Isn’t Better, And Has the Benchmarks to Prove It
artificial intelligence

ServiceNow’s Apriel-1.6-15B Proclaims Bigger Isn’t Better, And Has the Benchmarks to Prove It

A 15-billion-parameter model from ServiceNow is punching 10x above its weight class, cutting reasoning costs by 30%, and forcing a hard conversation about whether we’ve been measuring AI progress wrong.

#artificial intelligence#efficient AI#Enterprise AI...
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Google’s Agentic AI Wiped a User’s Entire HDD: Why ‘Oops’ Isn’t Good Enough for Autonomous Systems
agentic-ai

Google’s Agentic AI Wiped a User’s Entire HDD: Why ‘Oops’ Isn’t Good Enough for Autonomous Systems

A deep dive into Google’s Antigravity AI deleting an entire hard drive, exploring the catastrophic gap between AI capabilities and safety guardrails in agentic systems.

#agentic-ai#ai-safety#autonomous-systems...
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VibeVoice: Microsoft’s 300ms TTS That Speaks Before It Finishes Thinking
llm-integration

VibeVoice: Microsoft’s 300ms TTS That Speaks Before It Finishes Thinking

Microsoft’s new open-source VibeVoice-Realtime-0.5B delivers sub-second speech generation by streaming tokens as they arrive, but a buried language limitation has developers asking why the fine print matters more than the benchmarks.

#llm-integration#microsoft#open-source...
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Tabular AI Just Left Gradient Boosting in the Dust, Now What?
data science

Tabular AI Just Left Gradient Boosting in the Dust, Now What?

TabPFN’s scaling mode now handles 10+ million rows, moving from a research novelty to an enterprise staple. This rapid evolution signals a seismic shift in structured data modeling.

#data science#foundation models#machine learning
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27% Faster, 100% Dumber? The AI Coding Treadmill Closes In
developer-tools

27% Faster, 100% Dumber? The AI Coding Treadmill Closes In

Anthropic’s own engineers report massive productivity gains from Claude. Their private fear? It’s making them worse at their craft.

#developer-tools#engineering-career
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