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I built a social platform for developers and have 4 users. Here's where I'm at.
just now (137+ words) I'm a developer, not a marketer. So instead of pretending I have traction I don't, I'm going to be straight about where Nexus is. Why I built it GitHub is where our work lives. But when we want to talk…...
Building a Tiered Memory System for AI Agents
2+ min ago (428+ words) Every time an AI agent starts a new session, it wakes up fresh. No memory of yesterday's conversations, no context from last week's work, no idea what it learned an hour ago. Just a blank slate with its base training…...
Understanding LSTMs: A Better Recurrent Neural Network
11+ min ago (310+ words) In the previous article we saw that, In recurrent neural networks, how a feedback loop allows us to unroll a network that works with different amounts of sequential data. However, we also saw that when we unroll the network too…...
Stop Bad Data From Breaking Your Pipelines — A Python Data Quality Framework
12+ min ago (217+ words) Everything runs. Nothing crashes. But your metrics are wrong. I ran into this problem repeatedly while working with Pandas and Spark pipelines. So I built something to fix it. And while there are great data validation frameworks out there, I…...
How LLM Memory Actually Works in Production Systems
12+ min ago (408+ words) If you think LLMs "remember" things like humans do" you're about to discover what really happens behind the scenes. Large Language Models feel intelligent. They reference context. They recall prior inputs. They adapt to tasks. But here's the truth: LLMs…...
When Chat Turns into Control - Security Lessons from Running a Local AI Agent
16+ min ago (1000+ words) Running large language models locally is easier than ever. With tools like Ollama and frameworks such as OpenClaw, it's now trivial to deploy AI agents that reason, keep state, and execute actions on private hardware. That convenience comes with a…...
SOLID: No seas el programador que solo "plancha" funciones 🛑
24+ min ago (273+ words) Alguna vez has sentido ese miedo de mover una sola l'nea de c'digo porque sabes que algo en la otra punta del sistema se va a romper? A m' me pas'. Durante mucho tiempo, me limit" a seguir herencias de…...
From Pixels to Calories: Building a High-Precision Meal Tracker with GPT-4o Vision
26+ min ago (240+ words) Let's be honest: calorie counting is the worst. " We've all been there'staring at a plate of "mystery pasta" at a restaurant, trying to guess if that's 20g or 50g of parmesan. Traditional apps make you search through endless databases of "Medium Apple…...
How to Benchmark Web Frameworks in a Fair, Isolated Way | Mahdi Shamlou
26+ min ago (301+ words) Hey everyone! Mahdi Shamlou here " I've seen many posts online comparing web frameworks, but most of them are either biased, outdated, or hard to reproduce. So I wanted to share a practical way to benchmark any web framework, keeping everything…...
Teaching a Robot to Play a Toddler Game: VLAs, Gemini 3 Flash, and First Orchard
31+ min ago (1503+ words) As we think about the future of AI, we often land on robotics, or "Embodied AI", as the next logical frontier. It is the quest to take the reasoning capabilities of Large Language Models (LLMs) and make them physically useful…...
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