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How to Monitor Your Payload CMS API with Vigilmon Payload CMS is a TypeScript-first headless CMS built on top of Express and MongoDB (or Po
Imagine having an AI assistant that can understand your codebase and provide actionable feedback. With Claude AI assistants, this is now a reality. Bu
Building a WordPress theme from scratch had always been something I wanted to learn. Instead of relying only on pre-built themes, I decided to underst
Last month, I was building an AI assistant for an e-commerce system. The idea was simple: let users ask natural-language questions about orders and pr
"The same question took forty seconds today. Last week it took ten." The tester from Parts 2 and 3 again. She asked the agent "can I return the blue
"Is it stuck?" The same tester who caught the memory bug in Part 2 found the next problem, and this one was harder to explain. She asked the e-commer
Two weeks after I shipped the e-commerce agent from Part 1, my first real tester asked it a question that broke the illusion: "What was in my cart aga
I was ordering medicines online late one night, staring at a scrawled prescription slip, when a random thought hit me: Why can't I just upload this im
Yesterday I published a postmortem about my own guardrail blocking me from writing a Markdown file. The two-axis fix I proposed there — classify the a
tags: [java, springboot, ai, springai] Six months ago, I added an AI assistant to an e-commerce platform I was building. The idea was simple: let use
• NO misleading or incentive traffic. • DO NOT state or imply that a particular job is currently available. • DO NOT state or imply that user has an
Standard code coverage measures execution, not test strength. AI coding assistants generate hundreds of lines of unit tests, but often fall into the "
Standard code coverage measures execution, not test strength. AI coding assistants generate hundreds of lines of unit tests, but often fall into the "
I Switched from Windows to WSL for Development—Here's What Changed After years of developing directly on Windows, I finally switched to Wi
I saw Cloudflare’s announcement about Cloudflare Wallets this morning and immediately started thinking about the day‑to‑day friction we face when buil
I added a "Sentence case" mode to a text case converter I was building — the kind of tool that turns pasted text into UPPERCASE, lowercase, Title Case
Karpathy published nanochat on October 13, 2025. Four hours on an 8×H100 node, roughly $100 of cloud spend, a ChatGPT-shaped model with a web UI at th
I run a reaction time benchmark tool and just packaged it as a free embeddable widget. How it works Random delay (1-4 seconds), click timi
Bottom line: the simplest unified image generation API is the one whose contract lets you change models without changing storage semantics, retry poli
Small ask, on paper. A clinician types something like "any allergy conflicts for this patient's current meds?", and before the model answers it needs