Your printer hates your designs. So I made them print-ready by default.
I just shipped Inkpress - an AI-powered tool that generates print-ready business cards, flyers, posters, and restaurant menus from text prompts. The p…
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Designing a Secure Observability Contract for AI Agents: Logs, Spans, and Safety Signals
When a traditional API fails, you get a stack trace pointing to a specific line of code. When a multi-agent workflow fails, you get a $40 bill for an …
MCP tool spoofing succeeds 100% of the time. A new paper maps 12 security risks across 4 agent protocols.
MCP now has over 10,000 public servers. More than 50 companies are building A2A. AI agent protocols are growing fast. But security research is not kee…
Building a Production-Ready Agentic AI System on AWS (LangGraph, CrewAI, Bedrock, SageMaker, and EKS)
Most AI systems break the moment they leave a notebook. They work fine as demos one prompt in, one response out but fall apart when asked to reason in…
Claude Code Configuration Blueprint: The Complete Guide for Production Teams
Configure Claude Code once — get security, reusable workflows, specialized agents, and cross-session intelligence across every project. Who This Is Fo…
Stop Learning AI — Start Upgrading YOUR Role: A Guide for Every Software Discipline
If "learn AI" advice has felt overwhelming and vague, you're not alone. The AI territory has already fragmented by role, and nobody is talking about t…
Self-Hosted LLM Guide: Setup, Tools & Cost Comparison (2026)
Enterprise spending on LLMs has exploded. Model API costs alone doubled to $8.4 billion in 2025, and 72% of companies plan to increase their AI budget…
🚀 Introducing AI Codebase Analyst: Understand Any GitHub Repository in Under 60 Seconds
🚀 AI Codebase Analyst: Understand Any GitHub Repository in Under 60 Seconds Ever spent hours digging through a new GitHub repository just to understan…
How Enterprise AI Platforms Get Hacked: Lessons from the McKinsey Lilli Breach
Enterprise AI platforms fail in predictable ways — and the McKinsey Lilli breach in February 2026 is the clearest case study yet of how a system deplo…
GitHub Copilot CLI Extensions: The Most Powerful Feature Nobody's Talking About
There's No Documentation on This I'm going to say something that sounds absurd: GitHub Copilot CLI has a full extension system that lets you create cu…
How I built an LLM-powered B2B matching engine for China's small commodity export market
I've been building in the Canada-China B2B trade space for a while, and the biggest friction I kept running into was this: global buyers don't know ho…
Most of this project was built by collaborating with Claude as a coding agent.
Building an AI Audio Dubbing Web App Using Claude as a Coding Agent Recently I built a small AI project that automatically generates dubbed audio from…
Building RehearsAI for the Gemini Live Agent Challenge
A few weeks ago we came across the Gemini Live Agent Challenge, a Google hackathon focused on building real-time AI agents with Gemini. We were immedi…
What Is AI? A DevOps Engineer's Mental Model
🧠 Learn here **What is Artificial Intelligence (AI)? Artificial Intelligence (AI) is the broad field of building systems that can mimic human intellig…
How AI is rewriting the rules of music creation and production
Stop scrolling for a second and just imagine a song written fully by an AI tool, in the style of your favorite singer and produced & mastered in j…
Building with Google Vertex multimodal AI
How We Built Toon World: An AI-Powered Interactive Learning App for Kids Using Google Gemini and Google Cloud A deep dive into building a real-time in…
We built an AI agent to write cold emails. Then we used it to sell itself.
We built an AI agent to write cold emails. Then we used it to cold email our first customers — and it almost worked. The problem we were solving At An…
Your Platform Team Needs an Agent Policy — Yesterday
On March 3rd, an attacker compromised the Xygeni GitHub Action by poisoning a mutable tag. Every CI runner referencing xygeni/xygeni-action@v5 quietly…
# How I Built an AI That Controls Cloudflare WAF via Plain English
I've managed Cloudflare across multiple enterprise accounts for the past two years. I know the dashboard intimately — probably better than I'd like to…
Next.js Metadata API: Complete SEO Setup Guide
Modern SSR apps live or die by metadata quality. If search engines and AI crawlers cannot parse titles, canonicals, and schema, rankings stall and sni…
Stop Slouching! Build a TinyML Posture Guardian with ESP32 and TensorFlow Lite 🚀
As developers, we are world-class athletes... of sitting. We spend 8 to 12 hours a day hunched over our mechanical keyboards, chasing bugs until our s…
Get Your Hands Dirty - AgentCore - Memory
Persistent Context with Bedrock AgentCore Memory Standard AI agents often suffer from "goldfish memory"—they forget everything once a session ends. Be…
Running LLMs Locally: A Rigorous Benchmark of Phi-3, Mistral, and Llama 3.2 on Ollama
Abstract This report presents a comprehensive evaluation of three small language models (SLMs) – Llama 3.2 (3B), Phi-3 mini, and Mistral 7B – running …
How I Built Audeza — A Real-Time AI Pitch Coach with Gemini Live API and Google Cloud
I created this piece of content for the purposes of entering the Gemini Live Agent Challenge hackathon. #GeminiLiveAgentChallenge What is Audeza? Aude…
Vibe Coding Gets You 70% There. Here's What Happens to the Other 30%.
I'll admit it. When vibe coding took off, I was completely seduced. You describe what you want, the AI builds it, you test it, prompt again, and watch…
Why AI agents forget everything (and how we fixed it)
If you've built an AI agent or assistant, you've hit this wall: the moment the session ends, it forgets everything. The user comes back the next day. …
Give Your AI Agents a Wallet: MoltsPay + CrewAI in 10 Lines
Your CrewAI agents can research, write, and code. But can they pay for services? Today I'll show you how to give your agents the ability to purchase A…
MCP Just Got Its First Major Funding — Why This Protocol Is the USB-C of AI (And How to Build Your Own Server)
MCP Just Got Its First Major Funding — Why This Protocol Is the USB-C of AI (And How to Build Your Own Server) TL;DR: Manufact, a YC-backed startup, j…
How I Added AI Code Quality Checks to My CI Pipeline in 5 Minutes (And Found 47 Bugs on Day One)
How I Added AI Code Quality Checks to My CI Pipeline in 5 Minutes (And Found 47 Bugs on Day One) TL;DR: Set up Open Code Review — a free, open-source …
Building a Self-Healing Data Pipeline with AWS Step Functions, Bedrock, and Glue Data Quality
How to build an intelligent data pipeline that detects anomalies and automatically remediates issues using generative AI Data pipelines break. It's no…