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.
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...
Between the Company Brain and the Execution Layer, a Task Ledger Is Missing 2026-10-15 In a company, sales has explained which objection kills a deal. Marketing has corrected an outdated claim. Operations has told an agent which numbers can be trusted.
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...
With longer leaves and faster changes at work, employees are returning as strangers in a strange land.
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...