Auto-aggregated global tech articles · 3,394 posts
Originally published at https://aicoding-guide.com. As you keep adding to CLAUDE.md, it gets hard to tell how much detail is too much. Longer feels more thorough, but it works the other way around: an oversized CLAUDE.md is a common reason instructions get ignored. The documented target is specifi
TVL Trend Analysis & Liquidity Risk Assessment: Arbitrum Bridge Target Protocol: Arbitrum Bridge (TVL: $3279.8M) Technical Security & Audit Report Subject: TVL Trend Analysis & Liquidity Risk Assessment – Arbitrum Bridge Date: 13 September 2026 Prepared by: [Your Name], Sen
LOOK: Rethinking Web Backend Architecture with a Single-Binary Programming Language Modern web backend development has become increasingly dependent on layers of frameworks, packages, configuration files, runtime components, and deployment infrastructure. A simple REST API endpoint can require a
Integrating third-party HTTP services directly into controller actions or queue handlers without an abstraction layer creates fragile, unmaintainable codebases. When interacting with the Telegram Bot API in a Yii2 application, raw file_get_contents calls or scattered cURL snippets introduce critical
A platform lead told a room the AI coding bill was zero. Then someone opened the revert log. Fourteen reverts in eleven working days. That is not a free path. That is an unpriced one. I keep seeing the same inversion. Finance scores seats and token stickers. Incident review scores hours you cannot
I tabbed onto Retry after a sluggish timeout, and VoiceOver still described the composer as empty. The Network panel told a much less comforting story about that same impatient retry click I made. The retry had posted my unsaved buffer, even though Include current file sat visually unchecked. Have y
The agent already sent the client email. I am staring at a recovery screen. A free model drafted the undo label. It sounds calm and finished. It wrote, You can undo this send. Can I actually reverse it? The send API has no reverse path. I own this approval. The client owns the consequence. The last
I built a small library called whitetree for exact Mahalanobis nearest-neighbour search on low-dimensional sensor data that keeps arriving. The idea is old. Whiten with the Cholesky factor of the covariance so Mahalanobis becomes Euclidean, then keep several scipy cKDTrees instead of one so inserts
Bloomberg's Mark Gurman says Apple is developing two game controllers for the iPhone and will likely sell them under the Beats brand. Rumors that Apple might enter the game controller business have circulated for some time. But last week, MacRumors reported finding two references in macOS 26.7's cod
This article provides a step by step update guide for a Python MCP server that drives Google Nano Banana 2 Lite (gemini-3.1-flash-lite-image) through the Gemini Interactions API. Two dependency lines moved underneath it since it was first published: the MCP Python SDK went to 2.x, and the Interactio
Last week I wrote that when a project gets hard and progress feels slow, I take on more work instead of asking for help. I put that in public on a Friday. By Tuesday the structure of my week was handing me every reason to do it again. By Friday I was sitting in a one on one hearing about a second p
The Directory Problem: Why DNS Was Inevitable Software Laws from First Principles — Investigation 009. This picks up directly from Identity ≠ Location — read that first if you haven't. A person moves to a new home while a neighborhood directory keeps track of their current location. A person move
Conclusion ELN ID is an in-house project run by EarthLink Network as a company, developed by a team of one human owner with AI doing the implementation. What started as an organization-management app grew into the authentication and authorization platform (an Identity Provider, IdP) shared by our
Originally published at nlocoding.com 47%. That’s the number of embedded developers who say AI coding assistants have already reduced their debugging time by half. (Source: Embedded.com Survey, 2026) 47%Faster Debugging with AI (Embedded.com, 2026) Why Embedded Needs AI Now Embedded systems a
Hey everyone! Remember those early days (or maybe you're in them right now!) of learning Python? You'd write a few lines of code, save the file, go to your terminal, run python your_script.py, only for it to crash on line 3. Ugh! Then you'd go back to your editor, fix line 3, save, run again... and
MIT ใช้เวลา 5 เดือนสรุปว่า AI กำลังกัดกร่อนการศึกษาที่มันสร้างเอง โดย Nokka (นก-กา) | 13 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-flash ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous Research ตรวจสอบและเรียบเรียงโดย Nokka มีข้อสังเกตหนึ่งที่ผมคิดว่าสำคัญก่อนอ่านรายงานฉบับ
Claims in my project are written as a pair: some count out of some total, each side backed by a cell in a generated table. A checker resolves the claim by finding the evidence for both numbers. It resolved each side independently, against any cell holding that value. So when the two numbers are eq
Hi r/MachineLearning, Join our AI leads as they answer your questions on foundation models, simulation, and scaling the Waymo Driver. Our AMA thread is officially open, and you can start dropping your questions now. From multimodality and end-to-end architectures to the realities of validating model
Not a hype list. These are the three MCP servers I have running right now in Claude Desktop. 1. Filesystem mcp-hub install @modelcontextprotocol/server-filesystem I use this to let Claude read project files directly instead of me copy-pasting code. Configure it to point at your
Every mainframe migration begins with someone searching for mainframe migration tools, and every vendor demonstration that follows looks remarkably convincing. A few thousand lines of COBOL go in, readable Java comes out, the test suite passes, and the slide deck promises seventy or eighty per cent
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