5h ago · 3 min read · 🚀 Dev Day with Sam #2: Claude AI as a Developer System: Beyond Prompt Engineering The conversation around AI tools has largely been dominated by chat interfaces and prompt engineering. But that frami
Join discussion8h ago · 7 min read · In this side quest, I build an automated personal assistant hosted on WhatsApp, that help's me out on my day to day tasks and make my life easier. This is the first part of the Ando Side Quest Series,
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4h ago · 4 min read · A single misconfigured Model Context Protocol (MCP) integration can bring down an entire AI stack, exposing sensitive user data and model metadata to malicious actors. The Problem from flask import Flask, request from MCP import MCPClient app = Flas...
Join discussion14h ago · 6 min read · You finally wire up an LLM to your codebase, give it a prompt like "add pagination to the users endpoint," and... it edits the wrong file, hallucinates an import that doesn't exist, and confidently tells you it's done. Sound familiar? I spent the las...
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21h ago · 4 min read · Understanding the Risks of Prompt Injection in LLMs: A Practical Approach to Security Context and Problem The integration of Large Language Models (LLMs) into enterprise applications has become a common practice, driving innovation and boosting produ...
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22h ago · 2 min read · I used to think that "smaller model" just meant "worse model." But today I learned that there are two separate ways to make an AI fit on a phone: you can make its memory less precise (Quantization), o
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1d ago · 6 min read · Reasoning Models Don't Fail at Reasoning: The Protocol Layer Is What Kills Local Agents April 5, 2026 · Artem The narrative around local LLMs stops at the model checkpoint. It never discusses what breaks between the model and the tool call. I ran mi...
Join discussion1d ago · 11 min read · What is an LLM? The idea of creating large language models started with a simple concept, what if machines could learn language like humans, by reading a lot of text? A survey by Zhao et al., 2023 loo
TMarcus commented1d ago · 4 min read · A single misplaced trust in an AI model can leak sensitive user data to an attacker in under 30 seconds, and it's happening more often than you think. The Problem Consider a simple AI agent built using Python and the Transformers library, designed t...
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