Programs Beat Prompts: AI Forges Deterministic Interface Programs That Run Forever
Every time my AI agent automated a website interaction, it was burning tokens to solve the same problem it had already solved last run. Find the API....
Leon2d ago
Every time my AI agent automated a website interaction, it was burning tokens to solve the same problem it had already solved last run. Find the API....
Recently I said the project phase of my journey is approaching, and gradually I’m getting there. Continue reading on Medium »
Shopify just got native ChatGPT integration. WooCommerce store owners have to set it up manually — but the manual approach actually gives you somethin...
A leaked CLAUDE.md used by Anthropic employees reveals advanced directives for verification, context management, and anti-laziness. Here's the cleaned...
Not a post about whether AI is good or bad. A post about what happens to a craft when its difficulty disappears. Continue reading on Medium »
By the end of this post, you'll understand exactly how the simplest language models work, the chain rule, the Markov assumption, n-grams, maximum like...
Artificial intelligence has quietly become one of the most powerful forces shaping modern software development. Continue reading on Medium »
Continue reading on Medium »
AC-Foley shows why text prompts limit video-to-audio generation and how reference audio enables finer control, timbre transfer, and zero-shot synthesi...
Most scraping systems are designed for the present. fetch parse store Repeat. But production systems don’t fail in real time. They fail silently — and...
The Memory Problem Every AI Developer Faces You’ve built a clever AI agent. It can reason, analyze, and generate surprisingly coherent text. You send...
Why 90% of Sanctions Screening Alerts Are False Positives (And How to Fix It with Python) If you've ever built a KYC or AML compliance pipeline, you a...
Building Persistent AI Agent Memory Systems That Actually Work Photo by Andrey Matveev on Pexels Here's a startling fact: 87% of AI agents fail at mul...
Originally published at Riskernel . Some of the worst fraud losses do not look obviously bad at the transaction level. The amount may look normal. The...
Originally published at Riskernel . Fraud is one of the easiest machine learning problems to misunderstand because the target is so rare. In many port...
Human-Led TDD: A practical methodology for integrating agentic AI into production development without losing control of your codebase Continue reading...
Originally published at Riskernel . Fraud vendors love to say they are fast. The problem is that “fast” usually means one cherry-picked number with no...
It started with a small problem. While coding in Visual Studio Code, I kept doing the same repetitive tasks again and again. It slowed me… Continue re...
A profitable company just cut thousands. That should worry more people than it does. Continue reading on Medium »
In the previous post, we talked about what AI really does, why most people approach it the other way around, and why the answer that seems perfect is...
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