#Tutorial/How-to

AI…prompts and plans, so they have to spend a lot of turns iterating imprecisely

AILlamaIndex argues that traditional OCR, which makes one pass and returns unchecked text, is being replaced by agentic OCR. The approach treats parsing as a loop with layout-aware reading order, routing of hard elements such as tables and charts to suitable models, and multi-pass self-correction.

AIThe 𝚁𝙴𝙰𝙳𝙼𝙴 is fully written by hand, because it's for human consumption. The documentation internals are AI English, because they're for agents. This little rule of thumb can make the world better. Blogs, tweets, READMEs: human communication. It's not even about "em dashes" or lack thereof. It's that it's the story-telling moment where you want to connect with other humans through their words.

AIssh into a computer for god sakes, or use codex remote feature w/ mac mini. Once you have been stuck in "i need to keep my laptop open" more than 3 times, its crazy to keep this insanity going.

AIBut splitting rollout and training across engines risks numerical mismatches, and in MoE models, that can even send tokens to different experts. We co-build both engines at Fireworks, so training stays fast and consistent. Learn more:

AIWould love to hear what other people think! If you used it how did it go? Full writeup here:

AIThe author argues that carefully crafted wording-level prompts have almost no effect in 2026, and that clear intent plus sufficient context matters most. Reusable prompt components are being absorbed into agent skills and context tools, while harnesses and models internalize more capability, leaving little room for prompting.

AIalso on counterfactual simulatability (but more focused on training) used tinker for their fine-tuning experiments

AIMatt Pocock's /wayfinder skill is designed for "fog of war" situations where the end state of a project is unclear. It orchestrates research and other grill sessions to help users discover what they don't yet know, building on his popular /grill-me skill. Latent Space is featuring the skill in an exclusive interview as the first in a series of Skills coverage.