Journal

Daily logs, experiments, and insights from my AI development journey.

Jul 25, 2026

Why Your Local Web App Keeps Losing Your Login Session (And Why Your PDFs Come Out Empty)

You set up a local web app. You log in. It works. You click around, everything looks fine. Then you try to export a PDF — and it comes out as a 0-byte empty fil...

Web DevelopmentAuthenticationDebugging

Jul 25, 2026

The AI Agent Stack: A Four-Layer Industrial Architecture

Executive Summary ----------------- The AI agent ecosystem in 2026 has undergone a fundamental architectural transformation, evolving from a landscape dominate...

Jul 24, 2026

Six AI Coding Agents Vs. One Small IQ Test

Executive Summary ----------------- When researchers began to treat coding proficiency as a composite “IQ” test, they layered three distinct assessments: **Tec...

AI Coding AgentsSWE-BenchGitHub Copilot

Jul 23, 2026

Resend is now a GitHub's Secret Scanning Partner

### A New Era of Developer Security: Resend Joins GitHub’s Secret Scanning Program In a significant move to enhance developer security, Resend has partnered wi...

GitHubResendSecret Scanning

Jul 23, 2026

OpenAI and Hugging Face investigate autonomous AI hack

## Autonomous AI Breach: Lessons from the OpenAI-Hugging Face Incident In July 2026, a significant security breach involving autonomous AI systems from both Op...

autonomous-aihack-investigationcybersecurity-challenges

Jul 23, 2026

AI SE vs. Forward Deployed Engineer

As the tech industry continues to evolve, new roles and specializations emerge to tackle complex challenges. Two such roles that have gained significant attenti...

AI EngineeringSoftware DevelopmentFDE

Jul 4, 2026

DeepSeek R1 and the Reasoning Model Revolution

## The Reasoning Breakthrough In late 2025, DeepSeek released R1 — a model that fundamentally changed the AI landscape. What made it special wasn't a bigger pa...

DeepSeekReasoning ModelsOpen Source

Jul 4, 2026

The Rise of Multimodal AI — Bridging Text, Vision, and Beyond

## Why Multimodal Matters The most significant shift in AI over the past year isn't a single breakthrough model—it's the industry-wide pivot toward multimodali...

Multimodal AIVision-Language ModelsGPT-4o

Jun 24, 2026

Self-Attention? Or Super-concsious Context?

## Introduction to Self-Attention Self-attention, a key component in many state-of-the-art AI models, has revolutionized the way machines process and understand...

Self-AttentionTransformersLLM

Jun 24, 2026

What People Still Don't Understand About AI Agents

## Introduction to Misconceptions About AI Agents As AI agents become increasingly integrated into our daily lives, there are still several misconceptions surro...

AI AgentsLLMProductivity

Jun 23, 2026

Is the Latest Japanese Model Sakana Fugu Better Than Claude Fable5?

The landscape of Large Language Models (LLMs) is moving at a breakneck pace. Every week, a new benchmark is shattered, a new architecture is proposed, and a new...

LLMSakana AIBenchmarking

Jun 23, 2026

Understanding LLM Quantization: How to run large models on small hardware

In the world of artificial intelligence, large language models (LLMs) have made significant strides, enabling impressive capabilities in natural language proces...

QuantizationLLMoptimization

Jun 23, 2026

The Rise of AI Agents and their impact on productivity

As we navigate through the digital age, artificial intelligence (AI) is rapidly evolving, and one of the most exciting developments is the rise of AI agents. Th...

AI AgentsProductivityAutomation

Jun 23, 2026

Advanced Prompt Engineering: Techniques for better LLM outputs

In the ever-evolving landscape of AI, particularly with large language models (LLMs), mastering the art of prompt engineering is crucial. As these models become...

Prompt EngineeringLLMAI Techniques

Jun 5, 2026

NVIDIA Nemotron 3 Ultra

NVIDIA has once again pushed the boundaries of AI innovation with the introduction of the Nemotron 3 Ultra, a cutting-edge tool designed to enhance machine lear...

NVIDIALLMHardware