A retrieval-augmented assistant built on GPT-5.6 Luna answered a Quadient Exstream PDF/A-3 configuration question three out of four times without any supporting document in its knowledge base, accordi…
DocEngine now runs a shared agent workflow on a self-hosted OpenHands environment, where agents implement GitHub Issues tasks, open pull requests, and run a review-and-fix loop before a human decides …
DocEngine, an accessibility tool from Xper Consulting, now uses AI to draft PDF/UA accessibility templates from a user's sample document, available today. The feature includes a human review gate for …
A developer burned 39% of a weekly Codex quota in 4.5 hours, with 1,491 of 3,065 requests exceeding 272,000 input tokens, triggering a 2x input and 1.5x output price repricing for entire requests. The…
The next AI interface may not be a chatbot, according to an analysis of AI agent design. Instead of fixed surfaces like chat windows or web UIs, AI agents could dynamically generate custom workspaces—…