StuckLoopDetection: How We Stopped an Agent Burning $12 on 47 Identical Calls
TL;DR: Most agent loops aren't model failures — they're mechanical repetitions that the model itself doesn't recognize. pydantic-deep v0.3.8 introduc
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TL;DR: Most agent loops aren't model failures — they're mechanical repetitions that the model itself doesn't recognize. pydantic-deep v0.3.8 introduc
I Built an AI-Powered Stock Analysis Platform with Next.js and Claude AI After months of manually analyzing stocks and switching between mu
I have a habit. Every time I sit down to code I end up googling the same thing, how to center a div, the Rust test module boilerplate, docker run flag
Compare Gemini CLI and Claude Code across user experience, performance, code quality, and cost to find the right AI coding tool for you.
Practice essential GitHub Actions concepts, from workflow file locations to triggers and common CI/CD tasks, with this hands-on quiz.
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There has been a change in the manner of purchasing AI ability by businesses. A few years back at 5 years, in search of AI solutions organizations sou
Executive Summary This report details the design, architecture, and engineering decisions behind the Voice-Controlled Local AI Agent. The primary o
I run a lot of Claude Code sessions at the same time. Backend refactor in one terminal, tests in another, docs in a third, frontend in a fourth. It
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Meet Hippo 🦛: A Python Native Alternative to Ollama for Local LLM Management TL;DR: Hippo is an Ollama-compatible LLM server written in pur
Casting in Python Using Pandas (With Excel Dataset Example) Introduction Casting in Python is the process of changing a data typ
This article reflects my own experience and research. It is not the official view of any company mentioned. When I first read Anthropic's Advisor St
Hi everyone 👋 I’ve been working on a personal project called MITO — an independent gaming platform prototype. The idea was to explore how a small-sc
Every store that uses withLoading() doesn't need to re-test that setLoading(true) sets isLoading to true. That's the feature's job. Test the feature o
Entropy is the central element in my philosophy. In physics, the Second Law of Thermodynamics describes its one-way direction — from organized to spre
I recently wrote about a backend problem that looked simple at first but became a real architecture and reliability challenge under load: scaling bul
Today we're publishing atlas-detect — the detection engine that powers AgentSentry's AI attack prevention — as a standalone open-source Rust crate. →
Originally published at recca0120.github.io My work machine is a MacBook, my home desktop runs Linux, and the company handed me a Windows NUC. All th