Recently a lot of excellent community discussion around how to ICM. Having experienced rapid growth in my past, one of the hardest things to do is keep language and definitions aligned. If I say the Agent did this, where does your brain go? Lines get crossed because you have so many levels of understanding and perspective. Some people are coming from non-technical backgrounds and have learned through corporate ai marketing. Others coming from corporate environments where language is defined for them by the management and designers building their infrastructure. Mini cultures with their own language. One of the brilliant aspects of ICM is it's commonality with almost anyone on a computer. It's just a folder, from that foundation we can all get on board. What's difficult is what happens next. I had this conversation with claude during a planning session. Claude asked me did I want agents or roles? I responded back by did he mean an agent like claude or codex, which is really an LLM, a purpose built agentic piece of software that the market tells me is an agent that does stuff? Or a folder acting as an agent with a specific role. I didn't know what the underlying meaning implied, how to answer? So I asked here was the response. 1. Engine — the LLM brand (Claude, Codex, Kimi, Minimax). Raw cognition, rented capacity, the electrons. Interchangeable. 2. Agent — the ICM folder. Persistent shaped context: identity + rules + reference + memory + boundaries. A standing operator that exists on disk and endures across sessions. This is your "folders hold attention" — an agent is where attention lives. 1. Role — a lens/hat: a function performed at one step of a process. It exists only in the doing. Where attention points right now.

Hey everyone 👋 This project was born literally 6 hours ago. I wanted to share something we've been building for our Roatán travel brands: an interactive 360° drone panorama tour of the island — think Google Street View, but flown by drone. Live now (2 locations, more coming): https://roatanquebecois.ca/drone360/ What it is: Fly to a spot on the island, tap around, and you're standing inside a fully navigable 360° sphere — pan, zoom, and jump between locations using bearing-linked arrows and a compass. Right now it's Bitcoin Center and the future hospital site at Dixon Cove, with dozens more planned along the coast. How we did it (the fun part) The drone (DJI Mini 4 Pro) has a "Sphere Panorama" mode that auto-captures ~35 photos in a full rotation. Sounds simple — stitch them together, done. It was not that simple. A few things we had to solve: - True north is a lie from the drone's compass. Steel/rebar near our shoot sites threw the magnetometer 17–23° off. Fix: compute the sun's actual position (azimuth + elevation) for the exact capture time/GPS, find the sun in the photo, and calibrate off that instead. - Ghosting/smear at the seams. Averaging overlapping frames together looked smooth in theory but blurred anything that moved even slightly between shots (parallax). Fix: feature-match every overlapping pair, refine each frame's pose to sub-pixel accuracy, then let ONE frame win at every seam instead of blending them. - Exposure bands in the sky. The drone auto-exposes each of the 35 shots independently — differences up to 50%. That showed up as visible "walls" in the sky at frame boundaries. Fix: solve a per-frame brightness correction across all 35 frames jointly, then a second pass that levels out whatever's left in smooth areas only (so it doesn't smear texture on the ground). - Delivery format. A single flattened image looks fine until you zoom — then it's mush. We switched to tiled, multi-resolution delivery (like Street View uses) so it stays sharp at any zoom level.