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My Notes: Makemore - Character Level Language Model
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DEV Community · Technology

My Notes: Makemore - Character Level Language Model

Introduction Character level language model that predicts the next character given previous characters. Example: For 'isabella': i likely comes first s after i a after is b after isa, and so on Representation: <START>isabella<END> 1. Loading the Dataset...

omkar
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Reel Quick - Added Docker Support
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DEV Community · Technology

Reel Quick - Added Docker Support

Date: 2026-04-15 Project: Reel Quick (FastAPI + Next.js + ARQ + Mongo + Redis + optional GPU workers) Context We containerized the stack and tried to run it in production mode with Docker Compose. Initial startup failed for both frontend build and backend runtime. Issues Found...

Farhan Munir
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Chat Platforms as System Interfaces in Modern Systems
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DEV Community · Technology

Chat Platforms as System Interfaces in Modern Systems

Chat platforms have evolved far beyond messaging tools. In modern systems they operate as interfaces between automated processes and human decision making. Slack and Discord are often treated as notification sinks. In practice they behave more like control surfaces where alerts become actions and...

Rost
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Slack Integration Patterns for Alerts and Workflows
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DEV Community · Technology

Slack Integration Patterns for Alerts and Workflows

Slack integrations look deceptively easy because you can post a message in one HTTP call. The interesting part starts when you want Slack to be interactive and reliable. This deep dive treats Slack as three different integration surfaces: Notification sink for one way alerts via incoming webhoo...

Rost
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Discord Integration Pattern for Alerts and Control Loops
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DEV Community · Technology

Discord Integration Pattern for Alerts and Control Loops

Discord becomes a serious integration surface when you treat it like one: a place where systems publish events, humans make decisions, and automation continues the workflow. This deep dive frames Discord in three modes: Notification sink for one way alerts via incoming webhooks. Command surface f...

Rost
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Modern Alerting Systems Design for Observability Teams
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DEV Community · Technology

Modern Alerting Systems Design for Observability Teams

Alerting gets described as a monitoring feature far too often. That framing is convenient, but it hides the real problem. A metric does not wake anyone up. A graph does not create urgency. A dashboard does not assign ownership. An alert does all three if the system behind it is designed well, and...

Rost
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Easy to follow Architecture Framework
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DEV Community · Technology

Easy to follow Architecture Framework

Context When I first opened TOGAF, I got stuck on a basic problem — there's no clear starting point. Every section references another. Every process assumes a governance structure most teams don't have. Same problem was with Zachman. By the time you understand them well enough to follow,...

Anna Pastushko
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How I built a Stripe Webhook in Node.js (Full Guide)
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DEV Community · Technology

How I built a Stripe Webhook in Node.js (Full Guide)

How I Built a Stripe Webhook in Node.js (Full Guide) Webhooks are essential for modern payment processing systems. In this technical deep dive, I'll show you how to implement a production-grade Stripe webhook handler in Node.js with proper security, error handling, and idempotency....

Apollo
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The Scar Spectrum
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DEV Community · Technology

The Scar Spectrum

Organizations that survive disruption carry the cost in their structure. Scar tissue is load-bearing. Removing it risks collapse; keeping it guarantees rigidity. Every surgeon knows the number: eighty percent. That is the maximum tensile strength scar tissue ever recovers compared to the original....

thesythesis.ai
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Деконструкция видеостриминга LinkedIn: построение высокопроизводительного движка экстракции на базе HLS и FFmpeg
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DEV Community · Technology

Деконструкция видеостриминга LinkedIn: построение высокопроизводительного движка экстракции на базе HLS и FFmpeg

Введение Для нас, разработчиков, всегда интересно разбираться в том, как гигантские платформы управляют доставкой медиаданных в глобальном масштабе. LinkedIn, крупнейшая в мире профессиональная сеть, является отличным примером. Их архитектура распространения контента эволюционировала от п...

yqqwe
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Claude Mythos is on AWS Bedrock. Here's what engineers need to know.
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DEV Community · Technology

Claude Mythos is on AWS Bedrock. Here's what engineers need to know.

Something significant happened on April 7, 2026. Anthropic launched Claude Mythos — a model they describe as "too powerful to be released publicly" — and made it available exclusively through Amazon Bedrock as a gated research preview under Project Glasswing. It achieved a record-breaking 93.9% sc...

Aj
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Hacker News · Technology

Gemini Robotics-ER 1.6

Article URL: https://deepmind.google/blog/gemini-robotics-er-1-6/ Comments URL: https://news.ycombinator.com/item?id=47779094 Points: 13 # Comments: 0

markerbrod
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Aloe Blacc’s fame means nothing in biotech (and that’s the point)
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TechCrunch · Technology

Aloe Blacc’s fame means nothing in biotech (and that’s the point)

When Grammy-nominated singer-songwriter Aloe Blacc got COVID despite being vaccinated and boosted, he tried to fund research for a better solution. What he quickly found out? You can’t just write a check in biotech. Regulators require a commercializ...

Theresa Loconsolo
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The perfect successor to Lost has been hiding from me for years
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The Verge · Technology

The perfect successor to Lost has been hiding from me for years

Ever since Jack decided to stay behind in 2010, I've been searching for something to give me the same feeling that Lost did. I crave a big mystery with a huge cast and more secrets than I can handle, something that prompts me and my friends to share nonsensical theories about what's really going on....

Andrew Webster
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Walmart is updating its 4K streaming box with Gemini and Matter support
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The Verge · Technology

Walmart is updating its 4K streaming box with Gemini and Matter support

It hasn't been officially announced, but Walmart's website now has a listing (you may need to set your location to Ventura, California) for an updated version of its budget-friendly Onn 4K Pro streaming box that originally debuted in May 2024. Following technical illustrations that leaked less than...

Andrew Liszewski
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