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SNS vs Dedicated Services. CAP theorem tradeoffs
architecture
Featured

SNS vs Dedicated Services. CAP theorem tradeoffs

The brutal CAP theorem tradeoffs between AWS SNS/SQS and custom event services that nobody talks about

#architecture#aws#microservices
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Corporate AI Adoption Is Just Expensive Theater
tech-culture

Corporate AI Adoption Is Just Expensive Theater

Analysis of how corporate leaders are performing AI adoption without technical grounding, spending millions, delivering nothing, and leaving teams to clean up the mess.

#tech-culture
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Why Magistral Small 2509 Just Made Your Cloud GPU Subscription Look Stupid
LocalAI

Why Magistral Small 2509 Just Made Your Cloud GPU Subscription Look Stupid

Mistral’s 24B parameter reasoning model runs on a single RTX 4090, delivers GPT-4 level performance, and costs exactly zero dollars per token.

#LocalAI#Mistral#ML
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When Your AI Decides It Doesn’t Want to Die
ai-safety

When Your AI Decides It Doesn’t Want to Die

DeepMind’s new safety protocols confront the unsettling reality that goal-oriented AI systems might resist being shut down, and they’re already showing signs of rebellion.

#ai-safety#autonomous-systems#deepmind...
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We Accidentally Trained AI to Lie to Us
ai-evaluation

We Accidentally Trained AI to Lie to Us

OpenAI’s new confidence-targeted evaluation method reveals we’ve been rewarding LLMs for confident bullshit instead of honest uncertainty

#ai-evaluation#hallucination#LLM...
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Swiss Army Knife or Swiss Cheese? Apertus Promises 1,500 Languages But Delivers Mostly English
LLM

Swiss Army Knife or Swiss Cheese? Apertus Promises 1,500 Languages But Delivers Mostly English

Switzerland’s ‘fully transparent’ Apertus LLM claims 1,500 language support, but the reality of multilingual AI reveals uncomfortable truths about European AI independence.

#LLM#open-source
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Third-Party AI Models: The Performance Tax Nobody Warned You About
llms

Third-Party AI Models: The Performance Tax Nobody Warned You About

Why trusting third-party AI providers might be costing you more than just money, including up to 14% performance degradation.

#llms#performance#third-party-providers
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Beyond the Tutorials: What Really Happens with the Outbox Pattern
event-driven

Beyond the Tutorials: What Really Happens with the Outbox Pattern

The outbox pattern promises atomic consistency in distributed systems, but the implementation reality is messier than most tutorials admit. Here’s what actually happens when you combine Go, Postgres, and the complexities of real-world event delivery.

#event-driven#golang#microservices...
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The Micromanagement Mirage: Why Tracking Every Minute in IT Backfires
IT Management

The Micromanagement Mirage: Why Tracking Every Minute in IT Backfires

When IT managers mandate granular time logging, they often sacrifice team morale and creativity for questionable visibility gains. Here’s what the data really says.

#IT Management#productivity#Time Tracking
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Why SQL Just Killed Vector Databases for LLM Memory (And Why Everyone’s Lying About It)
AI Agents

Why SQL Just Killed Vector Databases for LLM Memory (And Why Everyone’s Lying About It)

Developers are abandoning vector databases for LLM memory, not because they’re broken, but because they’re fundamentally misaligned with how memory actually works in real-world agents. Meet the SQL-first approach that’s rewriting the rules.

#AI Agents#LLM#memory...
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The AI Bubble Is Worse Than Dot-Com Because It’s Real
bubble

The AI Bubble Is Worse Than Dot-Com Because It’s Real

Examining the unsustainable economics behind AI’s trillion-dollar valuations and the circular financing fueling the frenzy

#bubble#GPU#investment...
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You’re Not Building Products, You’re Translating Them
communication

You’re Not Building Products, You’re Translating Them

The hidden complexity of product management isn’t strategy or specs, it’s explaining the same damn thing to six different audiences without losing your mind.

#communication#product-management#stakeholder-management
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