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Source: [Hacker News](https://github.com/awslabs/aidlc-workflows)
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Caveman Claude Code Skill: What It Really Saves
Caveman started as a joke prompt that made Claude grunt. 111,000 stars later, the repo's own Honest Numbers page says the voice saves about 3% over "Answer concisely", and version 4. 0 rebuilt the project around the tokens your agent reads instead.
MCP in Production: A Practical Guide to Connecting AI Agents With Real-World Tools
AI applications become considerably more useful when they can interact with external systems instead of responding only with generated text. An AI assistant might need to search internal documentation, retrieve customer records, inspect a deployment, create a support ticket, or summarize informa...
Listing Lift AI: An Open-Source, Local-First AI Listing Generator for Small Businesses
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built ListingLift AI — A Local-First AI Listing Generator for Small Businesses ListingLift AI is a web application designed to help independent sellers, freelancers, and small-business owners create pro...
SideHustle AI Studio: Your Idea, Powered by Open-Source AI
****# SideHustle AI Studio: Your Idea, Powered by Open-Source AI 🚀 This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built I built SideHustle AI Studio , a simple AI-powered content assistant designed for freelancers, creators, and small business ow...
I Put an LLM Gateway in Front of My App: What Broke First
TL;DR Putting an LLM gateway in front of a production application introduces failure modes absent from standard REST proxies, centered on streaming buffer stalls, prefill timeout mismatches, and mid-stream failover splits. Standard reverse proxies often buffer Server-Sent Events (SSE), which del...
Side Hustle AI Studio
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built SideHustle Studio , a web-based AI-powered platform designed to help aspiring entrepreneurs, students, freelancers, and creators turn their ideas into potential side hustles. Starting a s...