24 stories
Comprehensive Guide to Using Hermes Agent Codebase Packing Tool
This is the official recommended usage guide for repomix-rs — repomix-rs is a high-performance Rust rewriting of the original Repomix (TypeScript), fully compatible with the original usage pattern, and Faster, Safer, and better suited for AI Agent scenarios. repomix-rs is a tool that packages an ent
Launch Your First App with Vibe Coding Over a Weekend
You describe what you want in plain English. The AI writes the code. You ship by Sunday. That is the pitch behind vibe coding, and after shipping a growing portfolio of products this way at Inithouse, a studio running parallel product experiments, we can confirm: it actually works. Not perfectly, no
Your Agent Checked Everything. It Was Still Wrong.
I have been running a multi-agent development workflow for months now — one model writes the design, another generates the code, a third reviews the implementation, and I approve the result. It works well most of the time. But recently, three failures went through this pipeline undetected, and they
Unlocking Seamless Android Development on macOS with Custom Rust Tools
All tests run on an 8-year-old MacBook Air (Intel). Every tool in my suite has to earn its place on this machine—if it can't run lean here, it doesn't ship. Developing for Android on macOS should be seamless, but the reality is different. "Android File Transfer" crashes mid-copy. ADB wrappers eat 40
The 5 Cost Traps That Will Quietly Bleed Your AI API Gateway Dry (And How to Fix Them)
In my last post, we talked about key cache invalidation — the silent production killer that turns your gateway into a 502 factory. Today I want to talk about something equally dangerous but far more insidious: cost traps. These aren't bugs. They're not crashes. Your gateway runs fine. Your users are
AiFeed24Building a Generative Jewelry Configurator with Vanilla JS, SVG, and Numerology
published: false https://lochness-paris.com/configurateur-de-bracelet.html Turn an identity (first name, last name, birth date) into 8 symbolic gemstones, let the user build a real bracelet around them bead by bead, and hand the final design off to a craftsperson. // Simplified illustration of bead
The Asymmetric Fallacy: Why the Claude Fable Ban Hurts Cloud Defenders
In June 2026, the U.S. Department of Commerce handed the cloud security community a massive geopolitical reality check. By forcing the global rollback of Anthropic’s Claude Fable 5 and Mythos 5 over autonomous "Zero-Day discovery" concerns, regulators attempted to put the genie back in the rack. It
Exploring repomix-rs: AI-Driven Code Context Infrastructure in Rust
Architecture Perspective — Examining repomix-rs's Design Philosophy, Crate Architecture, Data Lifecycle, and Relationship with the AI Agent Ecosystem from an Engineering Height This document is aimed at senior engineers, architects, and technical decision-makers. Why Do We Need Code Context Infrastr
HackTheBox: Postman Writeup
Summary Postman is an easy-rated Linux machine on HackTheBox. The box exposes an unauthenticated Redis instance that allows writing an SSH public key to the redis user's .ssh directory, granting initial shell access. From there, an encrypted RSA private key belonging to user Matt is recovered, crack
Indian Cloud Providers Spark AI API Price Brawl with Deep Discounts
AI API Price War Heats Up: DeepSeek V4-Pro Cuts 75% & Gemini 3.5 Flash Lands May 31, 2026 is shaping up to be a landmark day in the AI API market. Two developments are converging: DeepSeek V4-Pro's 75% price cut goes permanent — the temporary promo ends, and the discount becomes the new baseline. Go
Repo to Graph: GraphLens Revolutionizes Code Analysis with Polyglot Power
graphlens: turn any repo into one typed graph — across Python, TypeScript, Go and Rust Every code-intelligence tool I've ever used falls into one of two traps. The first is the grep-and-read loop: you (or your AI agent) search for a name, open ten files, read around the matches, follow an import, se
Indian Startups Opt for Cloud-Based Comment Systems Over Traditional Ones
I had read about IndieWeb, webmentions, and Fediverse a few years ago and was very excited about it! It's a monumental under taking and a great example of good (read: ethical) tech. But I am not a web developer 🤣, and while I can appreciate what the engineers have accomplished, I was never too sure
Uncovering a Silent Loop: How One Charge Dominated My Anthropic Bill
Last month's Anthropic invoice: $312. Sixty percent of it traced back to a single retry pattern I couldn't see anywhere in my normal logs. The agent was failing on tool calls, then re-entering the loop with the full context intact — 18K input tokens per invocation on a task that needs 3-4K. Claude C
Enum Type Safety in C
The C standard allows the programmer to define new types, including enumerated types—or "enums"—that improve program readability and type safety. This article explores the specification for enumerated types, the compiler options that improve enum type safety, and why type safety prevents run time er
400 ad accounts 3 subrequests = silent data loss in Cloudflare Workers (and how I fixed it)
Adding a single KV cache write broke my Worker — and it didn't throw a single error to the caller. I run a Korean D2C ad-ops pipeline where one Worker fans out performance checks across ~400 ad accounts per request. The math looked fine: 400 accounts × 2 API calls = 800 subrequests, safely under Clo
Avoiding iCloud Chaos: Rebuilding a Smooth Obsidian Mobile Workflow
One iCloud conflict ate a note about a client's campaign structure. I didn't notice for three days. That's the honest summary of month five with Obsidian on mobile. I run ad ops automation across four clients plus a content side business, so context-switching is the actual job — not a nuisance aroun
Shopify's Unified Catalog Prep Paves Way for Seamless Buy-Now Experiences
If you run a store, the agentic-commerce wave probably arrived in your inbox this spring as a Shopify changelog, not a strategy memo. Shopify's Spring '26 release shipped Agentic Storefronts and, with Google, the Universal Commerce Protocol (UCP) — an open standard (backed by Amazon, Meta, Microsoft
GeekNews AI Weekly Deep Dive - 2026-06-22
1. 메모리는 AI 칩 부품 비용의 거의 3분의 2까지 커졌다 핵심 내용 요약: HBM은 Nvidia, AMD, Google, Amazon AI 칩의 생산량 가중 평균 기준으로 2024년 1분기 부품 비용의 52%에서 2025년 4분기 63%까지 커진 것으로 추정됩니다. 같은 기간 전체 AI 칩 부품 지출은 약 220억 달러에서 520억 달러로 늘었고, HBM 지출만 약 200억 달러 증가분을 차지했습니다. 2026년에는 메모리 공급 부족과 가격 상승이 이어질 수 있어, AI 인프라 비용 압력의 핵심이 연산 로직보다 메모리 쪽으로
Exploring the Latest in Frontend Development: GeekNews Weekly Insights
1. omarchy는 배포판이 아니다 핵심 내용 요약: 글쓴이는 omarchy가 전통적인 리눅스 배포판이라기보다 Arch Linux 위에 DHH의 개인 dotfiles와 취향을 얹은 구성이라고 비판합니다. 기본 키 바인딩이 Grok, X 글쓰기, HEY 캘린더와 메일 같은 특정 웹서비스로 연결되고, 1Password, Spotify, Typora, Claude Code 등 독점 소프트웨어 설치 흐름까지 포함하는 점을 문제로 듭니다. 자체 패키지를 제공하지 않고 Arch와 AUR에 의존하므로, 리눅스 입문자라면 omarchy보다 실제
Django ORM Mastery: Mastering Efficient Database Queries with select_related and prefetch_related
1. Introduction Django's ORM is one of its greatest strengths. It abstracts away raw SQL, lets you express database operations in clean Python, and gets you productive fast. But that convenience comes with a hidden cost: if you're not deliberate about how you fetch related objects, you'll silently g
Escaping Containers Now Threaten Cloud Security Like Agent Workloads
The scary part of an agent-driven container escape is not the container escape. That sounds wrong, so let me be precise. The primitives in Sysdig's latest threat research are not new magic. A mounted Docker socket has been a bad idea for years. Over-permissioned Kubernetes service accounts have been
Twio Picks Vertex AI Search Over pgvector for High-Stakes Production Workload
When we first built RAG at Twio, pgvector was the obvious pick. Our business data was already in PostgreSQL, and dropping embeddings into the same database was the fastest path to a working product. For the first version, that was right. As we scaled, the problem stopped being "how do we store vecto
Dockerfile Builder: a small tool that solves a specific problem
Dockerfiles that pass a casual build check can still fail silently in production when they lack proper layer caching, run as root, or omit health checks. For teams without a dedicated container specialist, arriving at an optimized, secure configuration often means multiple rounds of scanning, tweaki
The Matrix of Real-Time: Building WebSocket Apps for Chat, Notifications, and Live Updates
The Quest Begins (The "Why") Honestly, I was stuck in a loop that felt like rewinding the same scene over and over. I’d just finished a simple chat widget for a side‑project, and every time a user typed a message I’d fire off an AJAX poll every second to see if anything new had arrived. The UI felt