Posts
Agentic engineering, embedded debugging war stories, and tooling writeups.
Devsplate argues vibe coding fails horribly in C++ because the language has no runtime safety net. The directional claim is right. The percentages are unsourced. And the question the video never asks is the most important one for working C++ engineers: is the AI even checking for these issues?
The CEO of Obsidian runs a flat vault with one folder. I run ten numbered folders. Both are right. Here is what changes when an LLM is your primary reader.
Research report based on 'The 7 Levels of Building ELITE Websites with Claude Code' by Chase AI.
Research report based on 'AI Agents Can Now Build Their Own UI in Real Time (Personalized to You)' by Cole Medin.
Research report based on 'Every UI/UX Concept Explained in Under 10 Minutes' by Kole Jain.
Research report based on 'How AI agents & Claude skills work (Clearly Explained)' by Greg Isenberg.
Research report based on 'I found SECRET features Claude Code is hiding (LEAK)' by Ras Mic.
Research report based on '92% Of AI Users Are On The Wrong Side Of This Trade. (Why This Should Worry You.)' by AI News & Strategy Daily | Nate B Jones.
Research report based on 'Your Agent Produces at 100x. Your Org Reviews at 3x. That's the Problem.' by AI News & Strategy Daily | Nate B Jones.
Research report based on 'Tech Recruiter Exposes ATS & Common Resume Mistakes' by James Peralta.
Research report based on 'They solved AI's memory problem!' by AI Search.
Research report based on 'Full Guide - Build Your Own AI Second Brain with Claude Code' by Cole Medin.
Research report based on 'Claude Code Works Better When You Do This' by Eric Tech.
Research report based on 'Clief Notes Q and A: April 4th 2026' by Jake Van Clief.
Research report based on 'Coding interviews are completely different now (here's why)' by Marina Wyss - AI & Machine Learning.
Research report based on 'These 3 Frameworks Make Claude Code Unstoppable' by Eric Tech.
Research report based on 'Your Claude Code Terminal Could Look Like This' by Eric Tech.
Research report based on Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI by No Priors.
Research report based on '7 AI Skills That Employers Are Desperately Hiring For Right Now' by AI News & Strategy Daily | Nate B Jones.
Research report based on 'A Markdown File Just Replaced Your Most Expensive Design Meeting (Google Stitch)' by AI News & Strategy Daily | Nate B Jones.
Released an open-source template that uses folder structure as AI agent architecture — model-agnostic, zero dependencies, and grounded in a published research paper.
Built a fully local AI resume toolkit with dual ATS + HR scoring, automated job discovery, and DOCX generation.
Research report based on '5 Claude Code skills I use every single day' by Matt Pocock.
Research report based on 'Your AI Agent Fails 97.5% of Real Work. The Fix Isn't Coding.' by AI News & Strategy Daily | Nate B Jones.
Research report based on 'The AI Job Market Split in Two. One Side Pays $400K and Can't Hire Fast Enough.' by AI News & Strategy Daily | Nate B Jones.
Research report based on 'Vibe Coding Is Making Developers Worse. Anthropic Research Paper' by devsplate.
Research report based on 'Why Most Tech Professionals Are Terrible Communicators' by A Life Engineered.
Traditional RAG falls apart when your codebase spans hundreds of repos. Graph RAG fixes retrieval — ICM fixes the workflow around it. Here's how to combine them.
A breakdown of when to use coding agent SDKs (Claude Agent SDK, Codex SDK) vs traditional frameworks (Pydantic AI, LangGraph) for building AI agents — plus the current state of RAG and why it's not dead.
Jake Van Clee walks through building a content creation workspace from scratch using Claude's desktop co-work mode — without VS Code. He builds a four-pillar content system with modular brand voice markdown files and makes the case for subscription-based AI workflows over API-heavy custom frameworks.
How structured folders and markdown files can replace complex frameworks for building powerful, persistent AI workspaces.
Programming feels hard not because you're bad at it, but because you're actually trying to understand it. A breakdown of why the struggle is the real skill-builder.
A full walkthrough of how I rebuilt my static HTML portfolio into a Hugo-powered engineering notebook, including setup commands and how to keep writing.
Built a web application to replace manual Excel tracking for a medical device startup.
Built a cloud-based photo gallery using AWS RDS, Flask, and EC2 deployment.
Built an Android-based universal card game platform with online multiplayer.
Programmed a Roomba as a reconnaissance bot using C and embedded microcontrollers.