Prompt Injection as a Control/Data Boundary Problem
A short structural framing for prompt injection, with an open-source POC using cryptographic boundaries and separate data/control planes.
Tutorials
I Built a Simple RAG App with LangChain, OpenAI, and Pinecone
Large language models know a lot, but they do not automatically know the contents of our private...
Weekend Challenge
Liquid syntax error: Tag '{% https://spiffy-pavlova-e7afad.netlify.app/ %}' was not properly...
An LLM agent just ran a full ransomware attack. No human operator.
Sysdig published the JadePuffer report this month and it changes the conversation about AI security....
I Built An AI That Roasts Me. It Hurt.
I built Roaster0 to roast anything. Then I fed it myself. Meet Roaster0 - my "Automated...
Stop Using LangChain for Simple LLM Tasks: The Raw Anthropic SDK Is Cheaper and Clearer
A post by Mudassir Khan
How to Use Claude Code Hooks (Turn Rules Into Guarantees)
Claude Code hooks run shell commands at lifecycle events — auto-format after edits, block protected files, audit every command. Config, exit codes, recipes.
Commit Chronicles—Your Obsession Leaves a Trail. Mine Gives It a Plot.
Snowflake fetches a repo's commit history, finds the one story in it with plain SQL, and narrates that single thread with Cortex. Six storylines. One card.
AI can't run your company yet. Here's the math, and what to automate instead.
A $250M AI-agent platform disclosed numbers that explain why full autonomy hits a wall at SMB economics in 2026, and why putting the grind on autopilot is the move that actually fi...
My SaaS was silently broken for 4 days because an AI My app was broken for four weeks and I didn't notice. So I got rid of the API.
On June 14th, the weekly brief feature of my product died. No crash, no alert, nothing in my inbox....
BMad Method vs AI-DLC: Two AI Development Frameworks Compared
AI coding agents are everywhere. ChatGPT, Claude Code, GitHub Copilot, Cursor, Amazon Q. They write...
HACKHAZARDS'26
Dial2AI: Making Generative AI Accessible Through a Phone Call No Internet. No Smartphone. No App....
Multi-Agent Systems Break at the Collaboration Plane | Focused Labs
Multi-agent systems fail when shared collaboration state disappears. Build a traceable collaboration plane for claims, findings, handoffs, and evals.
What do you use AI for the most?
At work, I use Claude, ChatGPT and Copilot, depending on the task I have. Sometimes I create my task...
Ever wish you had a personal drill sergeant or a dramatic movie narrator to hype you up before a big task? I built an app for that. 🗣️🔥 Built with React, Gemini, and ElevenLabs for the Passion Weekend Challenge!
I Built an AI That Yells at You (In a Good Way) Using ElevenLabs & Gemini DEV...
Build a RAG System in Google Colab Before Your Next AI Interview
You don't need to study machine learning for six months to understand RAG. You don't need...
Sutham : Building a Real-Time Multimodal AI Agent with Gemini Live & Gemma 4
This is a submission for Weekend Challenge: Passion Edition What I Built Waste sorting is...
I thought my PDF parser was done — then I ran it on 80 real resumes
Building RAG pipelines, the step that kept letting me down was the very first one: turning a PDF into...
The two scariest parts of autonomous agents — runaway loops and exposed APIs
Everyone I talk to about autonomous agents has the same two fears, and they're both justified: The...
Your embedding axes can move while cosine neighbours stay put
An embedding tour shows how an orthogonal basis switch changes the view while every top-five cosine neighbour stays fixed.
DDD & More: Is Software Design Dead in the Age of Automatons?
Grab your favorite hot sauce, because the tech world is serving up some seriously fiery hot takes on...
Building Maestro AI: Routing LLM Calls So Your Agent Doesn't Burn Sonnet on Summaries
How I built a harness-agnostic model router for Cursor and Claude Code and what broke along the...
Turn any website into clean Markdown for your RAG pipeline (with code)
If you've built anything with retrieval-augmented generation (RAG), you know the unglamorous truth:...
I Got Obsessed With Killing Scrum. So I Built a World Out of 12 AI Agents.
This is a submission for Weekend Challenge: Passion Edition What I Built I built...