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Context Engineering for AI Agents
Here’s a counterintuitive fact: give a model a 1-million-token context window, and it will often start…
Building Your Own Tokenizer for Medical and Legal Documents
Today I want to talk about a part of the LLM pipeline that most people never check, but it breaks a lot of…
How Claude Dreams Became My Nightmares
When innovation feels less like building a unique product and more like feeding Claude Code with ideas.The…
You Pay OpenAI Five Times for One Answer
Member-only storyYou Pay OpenAI Five Times for One AnswerYour users ask the same question five ways. Semantic…
The Beginner’s Guide to AI Agents. From Zero to Your First Automated Workflow.
What every marketer needs to know about AI agents before the competition figures it out.Ai agents…
I Used This Technique to Convert AI Content Into Human Written Content. 100% Unique.
The exact process I used to get 23.5% more traffic and 15 natural backlinks in 90 days.Every marketer I know…
The First Useful AI Agents May Be QA Testers
Why software testing is the one job AI agents are already doing well, and what that tells us about where…
How to Run OpenAI’s GPT-5.6 Sol Inside Anthropic’s Claude Code
Member-only storyHow to Run OpenAI’s GPT-5.6 Sol Inside Anthropic’s Claude CodeTwo ways to combine…
I Thought I Knew Claude Code. Then I Learned How Advanced Users Actually Run It
Source: Image by the authorAfter publishing my Claude Code setup checklist, I made a mistake my checklist…
I skipped RAG for my AI app's voice. Static markdown won.
Member-only storyProgrammingSoftware DevelopmentWeb DevelopmentProductivityStartupI skipped RAG for my AI…
Optimizing Human-AI Collaboration
AI & HumanitySolving the AI Personality MismatchHave you ever felt a mismatch between yourself and your AI…
Your LLM Isn’t Thinking — It’s an Engineer Pulling Weights at 10,000 Tokens Per Second
What really happens inside an AI model, and why the engine running it matters more than you think.When most…
The RAG Complexity Trap: Do More Components Actually Improve Retrieval Performance?
Modern RAG systems often include rerankers, hybrid retrieval, query rewriting, HNSW tuning, and many other…
The AI Shop: Don’t Fight the Vibe, Invoice It (Notes from an Internal Auditor Who Got Tired of…
The AI Shop: Don’t Fight the Vibe, Invoice It (Notes from an Internal Auditor Who Got Tired of…
The Developer’s Guide to Testing LLM Apps Before Production
Member-only storyLLMArtificial IntelligenceSoftware DevelopmentSoftware TestingTechnologyThe Developer’s…
Apple Didn’t Lose the AI Race. It’s Not Running the One Everyone’s Watching.
Everyone scored Apple against the wrong scoreboard. As a product designer, the more interesting question…
The Paragraph Buried in Anthropic’s July 1 Blog That Changes Every Enterprise AI Contract
Analysis | Hard InterruptUS Export control is all about control and imagined threatsOn July 1, 2026,…