Engineering posts, tools, releases, and practical dev workflows.
One of the challenges I faced while building my LaTeX Writer project was implementing version control and project forking in a storage-efficient way. A typical LaTeX project contains multiple files. Even a simple project
Epic Games just dropped something that could reshape how game studios handle code and assets. They've open-sourced Lore — a centralized version control system built from the ground up to solve one painful problem: managi
The Cryptographic Trust Problem (Why Webhooks Are Unforgiving) Webhooks are the nervous system of modern production apps. Whether you are processing a payment on Stripe, tracking a subscription on Lemon Squeezy, or fulfi
你知道吗？GitHub 上有一个 17,889 Stars 的开源项目，能让你的 AI Agent 拥有跨会话的持久记忆——不是简单的向量检索，而是一个会自动进化的知识图谱。但大多数开发者只用它来做基础的文档搜索，完全忽略了它真正的能力。 Cognee 是一个开源 AI 记忆平台，它把知识图谱、向量搜索和认知本体论生成统一到一个记忆层中。在 2026 年，AI Agent 正从单轮对话机器人向长时间运行的自主系统演进，而瓶颈不再是模型能
Node.js 24 Native TypeScript: Running .ts Files in Production Without a Build Step The Build Step Is Dead (Almost) Most TypeScript runtime pain stems from the build layer between code and execution. Node.js 24 eliminates
TL;DR — I built FurakToon , an AI app that turns a sentence into a beautiful anime or cartoon image in seconds. It speaks 21 languages with a Southeast-Asia focus, has a monthly free-credit system, and was built in ~2 we
Five local models. One frontier cloud model. The same coding task. Zero hand-holding. Only two shipped code. One of them was the cloud model. Part of my goal with this series is to continuously test the viability and mat
Disclosure: I work on Collart AI. This article shares some product and engineering lessons from building our AI video cleanup workflow: Video Watermark Remover Removing something from a video sounds simple until you try
I have been building WearEdge Pro, a wearable industrial edge AI runtime. Think of a frontline operator wearing a smart-glasses device, capturing a first-person image of a machine, and getting back a structured action ca
How to Make AI-Generated Photos Look Real — Remove Metadata, Inject Real EXIF & Bypass Platform Detection AI image generators like ChatGPT 4o, DALL·E, and Midjourney have gotten ridiculously good. The photos look rea
My uncle once left me on a basketball court with a sheet of drills and walked off. Before he did, he told me I could lie and say I ran them. But I'd only be cheating myself. I didn't have the words for it then. I do now.
Your platform has 5,000 products and someone wants a personalized demo video for each one. By tomorrow. You're not booking a studio. You're writing a loop. This post is that loop: a batch pipeline that queues thousands o
Your AI coding agent's token data is already on your machine. You just haven't looked at it yet. Claude Code and Codex both write local logs after every session. Those logs include detailed token breakdowns: uncached inp
A deep dive into the architecture decisions, bugs, and breakthroughs behind building a high-performance data grid from scratch. When I started building EliteGrid — a TypeScript data grid library for React and Vue — I kne
From Competitive Analysis to 3,042+ Downloads: Building a Docker MCP Server You want to build an MCP server. You search npm, find 11 existing Docker packages, and realize the niche isn't empty. It's fragmented. That's ac
Here is the fully consolidated, comprehensive master list of network protocols and standards dedicated strictly to Configuration, Monitoring, Reporting, and Troubleshooting. In reality everything start with purpose. Netw
Ever found yourself breaking your flow just to Google a word? As a developer, I spend most of my day in the terminal. Jumping to a browser just to look up a definition always felt like an unnecessary context switch. I wa
The Onli Corporation is releasing its source code and technical materials so that developers, researchers, auditors, cryptographers, engineers, and builders can inspect, test, challenge, improve, and help strengthen the
If you're trying to figure out how to get permanent residency in Japan under the 2026 rules, here's the release note you can't skip. On Feb 24, 2026, the Immigration Services Agency shipped a set of changes that affect a
Infoway API aggregates Forex price data from major market makers and delivers it through a unified REST and WebSocket interface. For forex, this means genuine real-time rates with latency consistently under 100ms and an
The Playwright Playbook — Part 4: API Testing — The Underrated Superpower "The best UI test is one that doesn't need the UI at all." In Part 1, we built the foundation. In Part 2, we intercepted the network. In Part 3, w
Why AI Agents Make Me Reach for SQLite Takafumi Endo Takafumi Endo Takafumi Endo Follow Jun 17 Why AI Agents Make Me Reach for SQLite # sqlite # database # ai # architecture 3 reactions 2 comments 10 min read
Last week, the top post on r/LocalLLaMA — 1,175 upvotes, 345 comments — was titled "Stop using Ollama." Not "consider alternatives." Not "Ollama has limitations." Just: stop. That's a strong statement. But the replies we
I started building a roof area calculator thinking it would be a weekend thing. You take the length, you take the width, you multiply, you show a number. Roofs are rectangles. How hard can it be. It is not a rectangle. T
All tests run on an 8-year-old MacBook Air. All results from shipping 7 Mac apps as a solo developer. No sponsored opinion. HiyokoAutoSync and HiyokoMTP both react instantly when an Android device is connected. No pollin
A coding agent can edit one function beautifully. But ask it a global question — "what breaks if I change this?", "can this write run without the tenant check?", "is this migration destructive?" — and it often starts gue
TL;DR I built klaussy-agents , an open-source CLI ( pip install klaussy-agents ) that reads your repo's conventions once and scaffolds repo-aware skills for five coding agents: Claude Code, Gemini CLI, Cursor, Codex, and
How I Pack Eleven Tool Domains into One PySide6 Window Without Spaghetti Wiring Sentience v3 is a 100% local desktop AI assistant — think "Cursor, but it also handles your email, your browser, your memory, and your voice
Most AI Agent Memory discussions start from the same assumption: If the agent forgets, give it more memory. More chat history. More retrieved documents. More summaries. More vector storage. More context window. More pers
PostgreSQL 18 brings several security, monitoring, and developer enhancements relevant to Amazon RDS and Aurora PostgreSQL users. Key changes include: deprecation of MD5 password authentication in favor of SCRAM-SHA-256
Re presentational S tate T ransfer is an architectural style used for designing the network applications. Instead of relying on complex protocols REST relies on standard web protocols like HTTP to enable communication be
A few months ago I was mid-refactor on a Python codebase and grep -r gave me 12 results. I changed the function, ran the tests, and broke 4 things grep hadn't caught. Classic. That afternoon I started building N3MO. What
Monitoring and Observability for Autonomous AI Systems Autonomous AI systems—from self-driving cars to algorithmic trading bots and robotic process automation (RPA) agents—operate with minimal human intervention. When th
As the volume of orders increases, standalone scheduled tasks may encounter issues such as task accumulation, execution timeouts, and duplicate order scanning. Scheduled task sharding is a low-cost solution to enhance th
Discounting is a double-edged sword for SaaS. Done well, holiday promotions can accelerate annual plan adoption, reactivate churned users, and drive seasonal spikes. Done poorly, they train users to wait for discounts an
The Quest for Seamless Content Automation As I reflect on my recent endeavors in content automation, I am reminded of the intricate dance between technology and human intuition. My goal was to streamline the process of g
Originally published at crawlora.net . When you hit a dead URL in production, do you know whether the domain is gone — or whether an anti-bot system just blocked your crawler? They look identical from a failed request, b
Have you seen those new AI-generated review summaries on Amazon? They are incredibly useful for buyers, but there’s a catch: they are completely locked inside Amazon’s ecosystem. If you are a developer, PM, or data scien
In third grade I had to write a how-to for making a peanut butter and jelly sandwich. I thought I'd nailed it. Four steps: Get the bread. Get the peanut butter and the jelly. Spread the peanut butter on one slice, the je
There's a B2B SaaS that a non-engineer executive built all the way to production in two days , by handing everything to an AI. Real customers use it. It works. Features ship fast. It's genuinely impressive. And then I go