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sadiquemannan • 18 hours • in Articles • 4 min read
eSIM.dog for Developers: Is WorldPass Worth It for Remote Work?
14 Reactions 2 Comments
alexvoste • 2 hours • in Discussions • 8 min read
AI-Powered DevOps: Congratulations, You've Automated the Apology
forumDiscussion group2 participants
2 Reactions 2 Comments
zhangbo • 2 days • in Articles • 4 min read
Why I Built EasyDown: Normalizing Public Media Across Social Platforms
7 Reactions 1 Comments
Eran Feit • 7 minutes • in Articles • 1 min read
Train a Custom YOLOv8 Detector in Python (Playing Cards)
For anyone studying custom object detection and deep learning workflows: Real-world computer vision requires adapting pre-trained architectures to specialized feature distributions that standard public datasets cannot resolve. Leveraging Ultralytics ...
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0 Reactions 0 Comments
Alain Airom (Ayrom) • 31 minutes • in Articles • 3 min read
Deep Agents in Action: Building a Multi-Agent Research System
I tested yet another implementation of a multi-agent orchestrator. The paradigm for AI agents is shifting rapidly from single, monolithic prompt loops to structured multi-agent systems capable of division of labor, state persistence, and fine-graine...
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2 Reactions 0 Comments
Josaphatstar • 56 minutes • in Articles • 3 min read
AI Can Remember Everything. That's Exactly the Problem.
Everyone is racing to give AI a better memory. Longer context windows. Persistent memory. RAG pipelines. Summarization systems. The whole field of context management is built around one obsession: remember more, forget nothing. And I think that's e...
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2 Reactions 0 Comments
Ivan Rossouw • 56 minutes • in Articles • 4 min read
Recommendations Are Not Decisions: Designing an Auditable Human Boundary
Software is very good at making a calculation look authoritative. Give a rule engine enough inputs and it can return a crisp result in milliseconds. In a consequential workflow, that neatness is dangerous: a computed recommendation can quietly become...
2 Reactions 0 Comments
galian • 1 hour • in Articles • 14 min read
Semantic Caching for LLM Apps Without Serving the Wrong Answer
Semantic Caching for LLM Apps Without Serving the Wrong Answer A customer asks your support assistant: "Can I get a refund if I cancel within 14 days?" Your semantic cache finds a stored question that is almost word-for-word the same — "Can I get a...
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2 Reactions 0 Comments
Audrine Marion • 1 hour • in Articles • 10 min read
Neural Networks: Inspired by the Brain, Built for Data
When I first started learning about neural networks, I found the idea both fascinating and slightly intimidating. The phrase “neural network” makes it sound like something extremely complex, and honestly, once you start looking at layers, weights, a...
2 Reactions 0 Comments
levinemundro • 3 hours • in Articles • 9 min read
Loyalty Programs in the Workplace: Do They Actually Reduce Employee Turnover?
The mechanics that keep you flying the same airline — accumulating points, unlocking tiers, choosing your own reward — are increasingly showing up inside HR departments, applied to employees instead of customers. An employee loyalty program borrows t...
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3 Reactions 0 Comments
levinemundro • 3 hours • in Articles • 8 min read
What Does a Merchant of Record Do? Fees, Examples, and How to Choose One
The basic definition of a merchant of record — the legal entity that becomes the seller in a transaction, handling payments, tax, and compliance on a business's behalf — is easy enough to look up. What's harder to find is a straight answer to what ac...
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2 Reactions 0 Comments
Hafsa Motiwala • 3 hours • in Articles • 1 min read
Data Engineering Beyond "Pretty Charts": How I Built an Aviation Telemetry Leakage Engine
Stop Tracking "On-Time" Flights. Track Tarmac Fuel Destruction Instead. Most aviation dashboards track gate-to-gate "On-Time" arrivals. The problem? It's a lagging indicator that completely masks why airlines silently hemorrhage millions. Padded f...
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6 Reactions 0 Comments
Hafsa Motiwala • 3 hours • in Articles • 4 min read
Reverse-Engineering Messy Databases: My End-to-End Data Audits Across 17,000+ Relational Schema Logs
From Raw Logs to Business Strategy: How I Taught Myself Data Engineering & Analytics I didn’t take the traditional path into data. Over the past 12 months, I bypassed the university lecture halls to teach myself relational database architecture, pi...
4 Reactions 0 Comments
rgiuliani • 3 hours • in Articles • 4 min read
The real AI danger isn't what it says. It's what it does.
Anthropic's September threat report documented AI executing attacks, not just describing them. Here's why that shift, from advising to acting, is the whole game, and the layer we're furthest behind on. Earlier this month the internet decided AI was ...
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4 Reactions 0 Comments
jooniorr • 3 hours • in Articles • 1 min read
I Built 2 Full Stack Django Apps in 72 Hours Using Cursor AI
I set a challenge for myself: build two production-ready full-stack web applications in 72 hours using Python/Django, Tailwind CSS, Gemini, and Cursor AI. Here is what I built during the sprint: Event Ticketing Platform: Features Bento-box card lay...
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2 Reactions 0 Comments
Anas Sheikh • 4 hours • in Articles • 4 min read
That bcrypt.hash(password, 10) You Copy-Pasted Might Not Be as Secure as You Think
Almost every auth tutorial, including some of my own examples in earlier posts, uses bcrypt.hashpassword, 10 without much explanation of what that number actually controls or why it's 10 specifically rather than some other value. It's worth understan...
3 Reactions 0 Comments
scottandery • 4 hours • in Articles • 3 min read
Asian Economy and Business News: Key Updates and Insights
Asia remains a major force in the global economy. Its markets cover many industries, from technology and manufacturing to finance and energy. Businesses and investors closely follow these changes to understand new opportunities and risks. FTAsiaStock...
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1 Reactions 0 Comments
ithaul • 4 hours • in Articles • 5 min read
How to Improve Visibility and Control with E-Indenting Logistics Software
Raising a transport indent used to mean picking up the phone- calling three or four transporters, saying the same load details again and again, waiting for callbacks and writing numbers on a notepad somewhere. By the time the truck's booked, half you...
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4 Reactions 0 Comments
DaC • 5 hours • in Articles • 7 min read
I Built a Virtual Machine Inside the Xbox Sandbox. Then I Let AI Agents Build on Top of It.
XCP turns one-shot code generation into a continuous software lifecycle: create, execute on Xbox, observe, correct, evolve, repeat. AI agents are getting very good at producing software. What interested me was what happens after the code exists. A...
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3 Reactions 0 Comments
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