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How to Humanize AI Text: What We Learned from 19,804 Text Pairs An internal evaluation across 20 topics and eight language models found a large shift in AI-likelihood scores — along with clear limits by… Continue reading on Medium »
Loop Engineering in the Frontend: How to Codify “Skills” and Orchestrate Agent Teams In my last post, we stepped away from manual prompt engineering to look at a higher-level framework: Loop Engineering. Instead of… Continue reading on Medium »
I Stress-Tested Opus 4.6 and 4.8 — But the Test Was Testing Me I lied to them, rushed them, and name-dropped fake authorities. Then I caught myself fooling myself. Continue reading on Medium »
Why Open Coding Models Don’t Need to Beat Claude to Win the Enterprise How GLM-5.2, DeepSeek, Kimi, and Qwen are changing enterprise AI coding adoption without beating Claude on every benchmark. Continue reading on Data Science Collective »
Structure Determines Capacity. Tuning Determines Performance Within It. Why some agent failures aren’t tuning problems, and how to tell the difference before you waste months finding out. Continue reading on Medium »
How to “catch” news using embedding and similarity Di tulisan sebelumnya, embedding dan hitung cosine similarity digunakan untuk mendapat topik berita. Dan sekarang kita coba untuk… Continue reading on Medium »
Passing the Claude Certified Architect - Foundations: My Honest Journey (and What the Exam Actually… A scenario-based exam, a few days of over-caffeinated prep, and what I actually learned about building production AI systems with Claude. Continue reading on Medium »
5 Claude AI Techniques That Boost Results You Just Need to Learn How to Use It 🔥 Continue reading on The Money Guide »
How to Build an Advanced AI Agent with Python in 2026: Complete Beginner’s Guide (Part 1) Learn how to build a production-ready AI agent using Python, LLMs, memory management, planning systems, and tool integration. Continue reading on Medium »
What Are AI Agents? A Plain-English Guide to AI That Actually Does Things Ask a chatbot “how do I plan a trip to Tokyo?” and it gives you a tidy list of steps. Helpful — but you still have to open the tabs… Continue reading on Medium »
Fable 5 Is Smarter Than Opus 4.8. So Why Are Developers Angry? The AI industry has a strange problem. Continue reading on Medium »
What “Production-Ready” Actually Means for an AI Agent A twelve-point readiness checklist — what to look for, why it matters, and the honest question to ask before you ship. Continue reading on Medium »
How to Run Powerful AI Locally: A Beginner-Friendly Guide to LangChain + Ollama If you’ve ever played around with building AI apps, you’ve probably noticed a massive catch: the cloud tax. Every time your application… Continue reading on Medium »
The Pragmatic Shift: How to Actually Become an AI Engineer in 2026 If you told someone you were an “AI Engineer” a few years ago, they probably assumed you were elbow-deep in PyTorch, wrangling massive… Continue reading on Medium »
AWS Just Named the Two Reasons Your AI Agents Keep Failing at Work At its New York Summit, Amazon’s cloud unit shipped Continuum and Context — a quiet admission that “agentic AI” has been missing two… Continue reading on Medium »
How to Use Claude to Build and Sell Niche Software Over a Weekend A practical playbook for turning a narrow problem into a paid product before Monday morning Continue reading on Medium »
Your Claude Prompts Are Not the Problem. Your Prompt System Is. Why better prompts alone never produce better business results — and the engineering framework that actually compounds Continue reading on Medium »
YC CEO 112K Star Project gstack Evaluation garrytan/gstack (⭐112K) — Y Combinator CEO Garry Tan's private AI software factory, arming Claude Code with 23 role-based skills to create… Continue reading on Medium »
How I Generated $3,101.96 on Gumroad Using a Single Claude Prompt The exact framework behind 204 digital sales. Continue reading on Medium »
AI Agent vs Chatbot vs Copilot vs Assistant A Founder’s Plain-English Guide to What These Actually… A founder called us last month after spending $140K on what her vendor called an “AI agent” for customer support. She was frustrated. The… Continue reading on…
I Built an AI Data Engineering Mentor from Scratch: Here’s What Nobody Tells You Learn how to build an AI agent from scratch using Prompt, Skills, Memory, and Precision Rules. A practical guide for engineers. Continue reading on Data Science Collective »
The New Bottleneck in AI-Assisted Engineering Is Token Economics When two autonomous development teams kept shipping, the constraint moved from coding capacity to model budget, orchestration, and cost… Continue reading on Medium »
Claude: Elevated Error Rates for Opus 4.8, Opus 4.7, Opus 4.6, and Sonnet 4.6
What Is an LLM, and What Are Transformer Models? A 2026 Field Guide for Leaders and Builders By Thirumalai Parthasarathy — VP Delivery, Onward Technologies, Chicago Continue reading on Medium »
sqlite-utils 4.0rc1 adds migrations and nested transactions <p><a href="https://sqlite-utils.datasette.io/en/latest/">sqlite-utils</a> is my combined Python library and CLI tool for working with SQLite databases. It provides an extensive set of higher-level operations on top of …
I Found 9 Claude Prompts That Make ChatGPT Feel Basic Same intent, same effort, very different output. Continue reading on Medium »
How to Cut Your Claude Code Tokens in Half Comment PONYTAIL and I'll DM you the GitHub link to try it yourself! #claudecode #aiagents #codingwithai ...
Temporary Cloudflare Accounts for AI agents <p><strong><a href="https://blog.cloudflare.com/temporary-accounts/">Temporary Cloudflare Accounts for AI agents</a></strong></p> The announcement says this is "for AI agents" but (as is pretty common these days) the AI hook isn't real…
ChatGPTの新モデルGPT-5.6が流出｜150万トークン・6月公開89% #OpenAI #ChatGPT #Shorts 2026年6月、OpenAIの次期モデル「GPT-5.6」とみられる識別子がCodexのバックエンドログから一時的に流出。文脈は150万 ...
Loop Engineering (Beginner Guide): Why Top AI Builders No Longer Prompt Claude Imagine telling your AI coding assistant, “Hey, keep working on this project until it’s actually done. Check your work, fix bugs, and only… Continue reading on Medium »