* 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.
ZacharyZcR