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12-yr-old Mana Jampala builds AI startup to help small businesses, with clients in 3 nations
39+ min ago (46+ words) | She used ChatGPT and Claude to write code | Inshorts Inshorts 12-yr-old Mana Jampala builds AI startup to help small businesses, with clients in 3 nations...
When should we let an autonomous AI agent do the work?
2+ day, 1+ hour ago (149+ words) Where it pays off to deploy them is a question, and the answer is: not everywhere THE rails for a more autonomous, agentic version of e-commerce are built. Artificial intelligence agents can now purchase products and services on our behalf....
DARPA’s Chilling Pre-COVID Blueprint: Predict, Manufacture, & Deploy Pandemics On Demand
10+ min ago (608+ words) A sprawling, multi-institution effort for “predicting” future pathogen characteristics, developing vaccines “in advance of need,” and building the very systems intended to validate those predictions. DARPA itself described the vaccine-centric purpose of the program unambiguously. According to the agency: “The…...
Stop Guessing: How I Pick AI API Architecture at Every Scale
12+ min ago (1021+ words) I've been on both sides of this. Two years ago I was the lone backend engineer at a Series A startup, duct-taping API calls together at 2 AM because the founders wanted a chatbot demo by morning. Last quarter I sat…...
Enhancing CI/CD and E2E Testing with Sentry Integration in tvview
11+ min ago (209+ words) TL;DR: I integrated Sentry for error tracking and improved End-to-End (E2E) testing in the tvview project, enhancing the CI/CD pipeline. This resulted in a score increase from 85 to 95+. The tvview project lacked comprehensive error tracking and E2E testing, making it…...
Blocking AI crawlers earns you nothing. Here's how to price them instead
12+ min ago (490+ words) Disallow: GPTBot is a wall. Walls don't pay rent, and the crawlers that matter most either ignore them or route around them. If your content is worth training on, the interesting question isn't "how do I keep the bots out…...
Passion Atlas: A Living Map of Human Curiosity
13+ min ago (272+ words) This is a submission for Weekend Challenge: Passion Edition What I Built I built Passion... Tagged with devchallenge, weekendchallenge, gemini, webdev....
7 things I learned trying to stop LLM API bills from silently exploding
12+ min ago (1280+ words) My first real LLM bill surprise wasn't dramatic. No infinite loop, no viral spike. A retry policy I'd written months earlier met a flaky endpoint, and a background job quietly re-sent the same long prompt all night. The bill was…...
Enhancing CraveView's CI/CD Pipeline with Sentry and E2E Tests
11+ min ago (253+ words) TL;DR: I upgraded CraveView's CI/CD pipeline by integrating Sentry for error tracking and implementing End-to-End (E2E) tests, boosting the score from 85 to 95+. This technical deep-dive explores the architecture decisions, code changes, and lessons learned. The initial problem wasn't a…...
Building CoreFoundry My Journey Into Creating Software
16+ min ago (144+ words) I wanted to share a project I've been working on called CoreFoundry. I've always enjoyed building things whether that's small tools, websites, bots, or experimenting with new technologies. After working on different projects, I decided to create a place where…...
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