web dashboard: live expert-tier panel (VRAM/RAM/disk), one-process hosting, coli web (#126)
* Web dashboard: live expert-tier panel (VRAM/RAM/disk), static hosting, coli web command - Engine: TIERS protocol line (counts + GB for VRAM/RAM/disk experts) emitted at READY and refreshed after every served turn, computed from the live pin/LRU/CUDA state. - Server: dispatcher tracks the latest snapshot, /health exposes it as "tiers"; the built web UI (web/dist) is served from the same port (read-only, traversal-safe, SPA fallback) so the dashboard needs no second process. - Web: tier bar + legend in the Runtime panel showing where the 19k experts live right now, with GB per tier; updates with the existing health polling. - CLI: `coli web` = serve + auto-open the browser once /health answers (the 744B load takes minutes; a poller waits for it), --no-browser to disable, friendly hint when web/dist isn't built. * coli web: HERE is a path string, not a Path * web: same-origin default + auto-connect when served by the engine The page hosted by coli web talked to http://127.0.0.1:8000/v1 by default while being loaded from http://localhost:8000 - a different origin, so the very first probe died on CORS ('Failed to fetch'). When the page is engine-served the default (and a stored stale factory default) now resolve to window.location.origin + /v1, and the console auto-probes on load; the Vite dev server keeps the classic default. The server's own port is also whitelisted in DEFAULT_CORS_ORIGINS for the localhost/127.0.0.1 cross-name case. * web: fix auto-connect effect returning Promise (React 19 StrictMode crash) The async connect() call inside useEffect returned a Promise that React 19 StrictMode stored as the effect cleanup. On re-render, React called destroy_() on that Promise — 'not a function'. Block body with explicit return undefined prevents any non-function from leaking into the cleanup slot. * web: rich streaming metrics — live token counter, tok/s gauge, TTFT, session totals During generation: a flashing Zap badge counts tokens in real time. After: Gauge shows tok/s, Timer shows TTFT (time to first token), Layers shows prompt→completion token counts, Clock shows queue wait. Session totals (cumulative prompt + completion) appear in the Runtime panel. All with lucide icons and tabular-nums for stable layout. Tier bar gains a smoother cubic-bezier transition and slightly taller height for visual weight. * web: hardware environment panel — CPU model, GPU count/VRAM, RAM total/free, cores Engine emits HWINFO protocol line at startup (CPU name from /proc/cpuinfo, core count, RAM total/available from /proc/meminfo, GPU count + VRAM from CUDA). Server parses and caches it, /health exposes as 'hwinfo'. Dashboard renders it with icons at the top of the Runtime section so the user sees immediately what the engine is running on. * web: downgrade to React 18 — React 19 effect cleanup bug crashes the dashboard React 19 treats the return value of every useEffect callback as a cleanup function. In practice, any async interaction (streamChat's rapid onDelta re-renders, the health poller, auto-connect) caused React 19 to store a Promise as inst.destroy and crash with 'destroy_ is not a function' on the next commit cycle. The bug reproduced in incognito, without StrictMode, and with every effect converted to explicit block bodies returning undefined — it is a React 19 regression in the passive-effect unmount path. React 18 does not exhibit this behavior. Pin to React 18 until React 19 is fixed or the codebase migrates to a pattern React 19 handles correctly. All 17 vitest pass, ErrorBoundary retained. * web: Brain page — the expert cortex, live A 76x256 canvas grid, one cell per expert (19,456 total): colour = tier (green VRAM / blue RAM / grey disk), brightness = routing heat (log-bucketed .coli_usage counts), and a white pulse that flashes on every expert routed in the current turn and decays — you watch the model think. - Engine: EMAP protocol line (1 byte/expert: 2bit tier + 6bit heat, hex) at READY and after each turn; HITS bitmap of this turn's routed experts (set where eusage increments, cleared on emit). - Server: parses both, GET /experts serves {rows, cols, map, hits, seq}. - Web: Brain tab next to Chat; canvas renderer with rAF pulse decay; hover tooltip shows layer/expert/tier/heat plus an honest depth-role heuristic (early = surface features ... late = output shaping, MTP row labelled as the speculative draft head). * web: Brain page responsive — cells sized from container via ResizeObserver Cell size derives from the wrapper's actual client box instead of fixed 1400x900, re-rendering on resize; mobile media query tightens padding, legend and tooltip. The cortex now fills whatever screen it gets.
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