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Latest Articles
I shipped a themeable component. It ignored every theme.
6+ min ago (689+ words) I spent a while building a credit card component with what I thought was a clean theming story: a handful of CSS custom properties, documented, override whatever you like. Then I actually tested it from the outside, the way a…...
Why my agent returns zero memories for new vendors
9+ min ago (516+ words) The most important line of code in my accounts payable agent is the one that makes it forget... Tagged with agents, ai, softwaredevelopment....
Build a Polymarket Market Snapshot Before You Build a Trading Bot
2+ min ago (663+ words) A small Python tool can tell you more about a market than a simple price feed ever will. A lot of Polymarket bot projects start with something like this: Technically, that is a bot. It is also not much of…...
Designing a Location Data Model That Works as a Single Source of Truth
6+ min ago (215+ words) A location single source of truth is one internal record per location, with a strict schema, that... Tagged with architecture, python, json, api....
What Actually Happens When 100,000 Users Click 'Buy' at the Exact Same Millisecond
10+ min ago (404+ words) During a high-concurrency flash sale—such as ten limited-inventory items going live at 08:00 AM—traffic does not arrive in a smooth, manageable curve. It arrives as an instantaneous impulse function: 100,000 requests hitting the ingress layer within the same millisecond window....
You picked Claude Sonnet 5.5 — but Anthropic may send your request to Sonnet 5
11+ min ago (279+ words) Claude Sonnet 5.5 is the first Sonnet with Anthropic's three-stage cyber classifiers and model fallbacks, and that changes how developers build on it....
Common Defense launches AI-native cybersecurity company built to stop social engineering attacks
14+ hour, 45+ min ago (637+ words) Common Defense has launched as an AI-native cybersecurity company designed to protect organizations from AI-powered social engineering attacks, phishing, deepfake voice and video calls, account takeovers and impersonation, across every communication channel employees use. Common Defense was built by Quantstamp,…...
Things to know if you have AI write Python: Concurrent processing can cause corruption｜Yutaken
2+ day, 7+ hour ago (873+ words) It has become quite easy to create Python programs if you ask an AI. "Please write data to a CSV." It will write code for things like this right away. You try running it. ……That is not necessarily the case....
10 Security Hacks Every Local AI User Should Know
45+ min ago (596+ words) On Ollama, you can do this by changing the OLLAMA_HOST variable back to 127.0.0.1. For LM Studio, toggle off “Serve on Local Network." If you use Jan, click the gear icon on your Hub interface to get to the Settings page. Then…...
How to Convert a Python Script into an AI Agent
3+ day, 19+ hour ago (929+ words) Existing Python functions can become controlled tools that an AI agent can call for specific tasks. A decision loop lets the agent select actions, review results, and continue until the task reaches a clear endpoint. Safety checks, memory, and testing…...