Commit Graph

2660 Commits

Author SHA1 Message Date
Teknium caa29fb43a Merge branch 'simp/r2-tools-a' into simp/integration2
# Conflicts:
#	tests/test_managed_runtime_resolution.py
2026-09-02 17:07:24 -07:00
Teknium 8f2d511228 Merge branch 'simp/r2-tools-b-termhub' into simp/integration2 2026-09-02 17:05:25 -07:00
Teknium d6f56549c0 Merge branch 'simp/r2-webserver' into simp/integration2 2026-09-02 17:05:16 -07:00
Teknium 75e19f3836 Merge branch 'simp/r2-cua-tool2' into simp/integration2 2026-09-02 17:05:15 -07:00
Teknium 93673653fa Merge branch 'simp/r2-kanban' into simp/integration2 2026-09-02 17:05:05 -07:00
Teknium cba6a6de8e Merge branch 'simp/r2-clipy' into simp/integration2 2026-09-02 17:05:04 -07:00
Teknium 6979b6a2f0 Merge branch 'simp/r2a-tts' into simp/integration2 2026-09-02 17:05:03 -07:00
Teknium d9fe98b259 Merge branch 'simp/r2a-mcp' into simp/integration2 2026-09-02 17:05:02 -07:00
Teknium b6b432f81e Merge branch 'simp/r2a-browser' into simp/r2-tools-a 2026-09-02 17:04:12 -07:00
Teknium e03a680592 refactor(kanban-db): split into connect/workspace/dispatch/notify modules
Byte-identical bodies moved out of hermes_cli/kanban_db.py into four sibling
modules, re-exported from the origin so kanban_db.<name> keeps resolving and
stays the single monkeypatch target; origin-resident helpers are reached via a
late-bound _kb namespace. AST-identity verified for all 329 moved symbols; SQL
statement multiset parity vs base. Three source-inspection tests repointed at
kanban_db_dispatch; the _add_column_if_missing alias test now imports the real
owner (hermes_cli.sqlite_util).
2026-09-02 16:46:52 -07:00
Teknium ef9f860284 refactor(tts): extract OpenAI/DeepInfra backend and lifecycle leases into sibling modules 2026-09-02 16:44:12 -07:00
Teknium d913175067 refactor(tts): move command-provider config layer into tts_command_provider
Completes the half-done move snapshotted by the parent (wip commit 283f63b):
the tts.providers.<name> config layer (_get_named_provider_config,
_resolve_command_provider_config, _generate_command_tts, ...) now lives in
tools/tts_command_provider.py; tts_tool re-imports the historical names.
2026-09-02 16:44:05 -07:00
Teknium 4d1880e0bf fix(integration): restore subprocess encoding/stdin guards dropped in simplification
Simplification workers collapsed subprocess call sites into shared kwargs
helpers and dropped the Windows/TUI safety kwargs on the way:

- encoding='utf-8', errors='replace' restored on text=True runs in
  copilot_acp_client, hermes_cli/setup (vercel install), managed_uv
  (codesign steps), local_runtime/hardware._stdout, a2a adapter.
- stdin=subprocess.DEVNULL restored on copilot probe, verify/runner
  _SUBPROCESS_KW, iron_proxy._run, google_meet playwright/system_profiler,
  simplex convert, whatsapp _RUN_TEXT, mem0 ollama serve Popen.
  google_meet sudo/brew install keeps inherited stdin (user-confirmed,
  may prompt) — marked noqa: subprocess-stdin.
- Windows-safe SIGKILL: getattr(signal, 'SIGKILL', SIGTERM) in
  verify/runner; photon _kill call re-marked windows-footgun: ok
  (unreachable on win32).
- scripts/check_subprocess_stdin.py now recognizes **kwargs splats
  (**_KW / **_kw(...)) ONLY when the same-file definition provably sets
  stdin= — covers tui_gateway _capture_run_kwargs/run_kw. Parity test added.
2026-09-02 16:36:10 -07:00
Teknium 7e250ce03e refactor(cli): no function over 300 LOC — split __init__/main/run/load_cli_config + two TUI builders
__init__ 659 -> 39 (_init_display_options / _init_model_routing / _init_runtime_state);
main 651 -> 403 (_install_single_query_signal_handlers, _collect_kanban_task_images,
_route_single_query_images, _run_quiet_single_query as module-level helpers);
run 384 -> 293 (_tui_shutdown); load_cli_config 366 -> 115 (_cli_config_defaults,
_mirror_config_to_env); cli_tui_mixin: _tui_build_layout 352 -> 196 (_tui_build_input_area,
_tui_set_base_style), _tui_handle_enter 333 -> 192 (_tui_enter_overlay -> bool).
All regions are zero-back-ref lifts, ast.dump-identical bodies, unresolved-free-names
check clean. Two source-inspection tests repointed at the helper that now owns the code.
2026-09-02 16:11:02 -07:00
Teknium c4ce73edc2 refactor(browser): compact sibling modules — supervisor event dispatch inline, dialog responder unified (_respond/_respond_quiet/_cdp_quiet), dead ConsoleEvent ring buffer removed, browser_use_cli _quiet helper 2026-09-02 16:10:20 -07:00
Teknium 46697da751 refactor(mcp): move connect/lazy-start/discovery/public API into mcp_tool_discovery.py 2026-09-02 15:50:54 -07:00
Teknium 0360b71926 refactor(computer_use): split CuaDriverBackend into capture/input mixins and a driver-resolution module 2026-09-02 15:42:36 -07:00
Teknium a7bbe3bf28 refactor(web_server): extract cron dashboard helpers to web_server_cron 2026-09-02 15:39:12 -07:00
Teknium 21c7037975 refactor(terminal): extract sudo/shell-rewrite cluster to terminal_tool_sudo and backend builders/checkers to terminal_tool_backends 2026-09-02 15:31:31 -07:00
Teknium 18700c60d5 Merge branch 'simp/tools' into simp/integration 2026-09-02 15:01:45 -07:00
Teknium ae70536485 Merge branch 'simp/web' into simp/integration 2026-09-02 15:01:45 -07:00
Teknium 2d5e9a0ef1 refactor(tools/delegate): repoint batch-tag test to delegate_tool_progress where _BATCH_ORDINALS is bound 2026-09-02 14:47:47 -07:00
Teknium aed2e156ad refactor(tools/files): finish file_operations wiring to extracted modules; restore WHY comments in file_tools; repoint test 2026-09-02 14:47:03 -07:00
Teknium 20258aad9e refactor(tools/mcp_oauth): extract mcp_oauth_provider; compact oauth manager/dashboard bridge and schema_sanitizer; repoint tests 2026-09-02 14:45:42 -07:00
Teknium 8813eba345 refactor(tools): repoint tests to moved symbols; add voice_mode_transcript module 2026-09-02 14:45:15 -07:00
Teknium 05526b028a refactor(tools/delegate): split delegate_tool into child_run/config/dispatch/progress/registry/results; compact delegation helpers 2026-09-02 14:45:15 -07:00
Teknium 9f6335bc44 refactor(tools/browser): extract eval-policy/lightpanda-fallback/real-profile/snapshot modules from browser_tool; split supervisor dialogs/frames; dedupe camofox/cli 2026-09-02 14:44:15 -07:00
Teknium c1f8af1e86 refactor(tools/mcp): split mcp_tool.py into transport/lifecycle/schema/handlers/... sibling modules; compact watchdog and schema cache 2026-09-02 14:44:15 -07:00
Teknium 606cb2de92 refactor(tools/code_exec): unify code_kernel local/remote helpers, split checkpoint_manager god methods, compact spill helpers 2026-09-02 14:44:15 -07:00
Teknium 5c919161d0 refactor(tools/approval): split approval.py into smart/human-wait/gateway-wait modules; dedupe guards 2026-09-02 14:44:14 -07:00
Teknium ec49ae7c0f refactor(tools): wire file_operations to extracted common/lint/search modules; restore literal security pins in lazy_deps 2026-09-02 14:43:45 -07:00
Teknium 14a64ea985 refactor(tools): repoint tests to moved file_tools guard/path symbols 2026-09-02 14:43:45 -07:00
Teknium d4cec15b47 refactor(tools): first-wave simplification of tools/ (file ops split, lazy_deps, code_exec, approval, browser, delegate, mcp, skills, terminal, voice, media)
Behavior-neutral structural pass over tools/*: god-file extractions into
sibling modules (file_operations_common/lint/search, file_tools_paths/
read_tracking/write, code_execution_env/rpc, tool_search_catalog/names/
validation, tts_command_provider, ...), duplicate helper unification,
if/elif -> dispatch tables, dead-code removal, docstring compaction.
Tool schemas (get_tool_definitions) verified byte-identical to base.
2026-09-02 14:43:45 -07:00
Teknium de109d4097 refactor(web): extract chat-tab WebSocket routes into web_routers/chat_ws.py 2026-09-02 13:32:06 -07:00
Teknium 74edfe04e9 refactor(plugins/spotify): action dispatch table, single request helper 2026-09-02 13:30:10 -07:00
Teknium e43f381b4e refactor(plugins/browser): shared BaseCloudBrowserProvider for browser_use/browserbase/firecrawl 2026-09-02 13:30:10 -07:00
kshitijk4poor ff7233b815 fix(credential_files): apply the same exclusions to the symlink-safe mount copy
_safe_skills_path() is the sibling of iter_skills_files(): when a symlink in
skills/ forces a sanitized copy for mount-based backends (Docker/Singularity),
it rglob-copied the whole tree — .hub, .curator_backups, node_modules and all.
Prune EXCLUDED_SKILL_DIRS before descending, same rule as the sync generator,
so the mounted copy never carries (or walks) the bookkeeping trees either.
2026-09-03 01:33:18 +05:30
Carry00 edac49e473 fix(skills): stop syncing bookkeeping dirs to sandboxes
iter_skills_files() walked the skills tree with a bare rglob("*"), so the
.hub download cache, .archive, curator backups, and any node_modules/.git
under a skill package were uploaded to the sandbox on every sync. The
sandbox never reads them: skill content is resolved host-side.

EXCLUDED_SKILL_DIRS is already the canonical exclusion set, honoured by
discovery and backup. Apply it to the sync path too, across all three
roots iter_skills_files() walks (local, external, project-local), and add
.curator_backups to the set.

Measured on a local install: 900 files / 67.3 MB -> 771 files / 8.4 MB.

This is not just wasted bandwidth on the SSH backend, where the oversized
payload can exceed the 120s _ssh_bulk_upload deadline and surface as the
agent hanging on every tool call.

The filter intentionally does not reuse is_excluded_skill_path(), which
also prunes references/, templates/, assets/ and scripts/ -- those hold
support files and bundled scripts the sandbox does read and execute.
2026-09-03 01:33:18 +05:30
Teknium 7840a0e2d9 feat: delegation batch tags read "set N" instead of a hex id slice
Interleaved subagent fan-outs were tagged with the first 4 hex chars of the
delegation id ([b2ac 3/9]), which is attributable but unreadable. Batches are
now numbered in order of appearance per process: [set 1 · 3/9], [set 2 · 1/7].
Desktop /agents already labels groups "Delegation N", so its duplicate hex
badge is dropped.
2026-09-02 10:12:54 -07:00
Teknium 8e4366d358 fix(tools): freeze tools[] across agent-cache eviction; make /reload-mcp the re-probe hatch
Policy: availability-gated tools (check_fn probes — Docker, HASS_TOKEN,
OAuth…) are frozen for the life of a session. tools[] only changes on
/new, /reload-mcp, or compaction. Two doors remained after #100638:

* Gateway agent-cache eviction (LRU/idle sweep/cross-process invalidation)
  rebuilds a fresh AIAgent for the SAME session and agent_init re-derives
  agent.tools from live probes with no predecessor to preserve. Persist
  the session's resolved tool-name order in a new `sessions.tool_names`
  JSON column (declarative reconciliation, SCHEMA_VERSION 28), written
  alongside the system prompt and re-pinned on every published refresh
  (so /reload-mcp and compaction naturally reset it; /new mints a new
  row). On restore-for-existing-session the fresh definitions are folded
  onto the saved order via the SAME `_merge_preserving_prefix` helper —
  a probe-flipped tool is carried forward from the registry schema, a
  deregistered one dropped, new tools appended at the tail.

* /reload-mcp (CLI, gateway, TUI RPC) now also calls
  `reprobe_tool_availability()` — drops the check_fn verdict cache and the
  get_tool_definitions memo — so a user can consciously pick up a
  credential/daemon that appeared mid-session. Docs updated.
2026-09-02 07:22:59 -07:00
joaomarcos 65b0f00002 fix(agent): stop the between-turns tool refresh from forking the cached prefix
The per-turn MCP refresh re-derives `agent.tools` from live availability and
publishes the result wholesale. Two kinds of bytes move as a result:

* a tool whose `check_fn` merely flapped (headless browser probe, expired
  credential, docker blip) disappears from the array, and
* a late-landing MCP tool splices into sorted position, which can be index 0.

Providers that render `tools` ahead of the messages re-prefill the entire
history behind any moved byte, so either case costs a full re-prefill of the
session — the measured 2% cache hit in #100336. The caller's own comment
claimed the refresh "only ever extends a fresh request prefix"; it did not.

`refresh_agent_mcp_tools(..., preserve_prefix=True)` makes that claim true.
The live order becomes authoritative: existing tools keep their slot (fresh
schemas still land), a tool that is still registered but momentarily
unavailable is carried forward, a tool that genuinely left the registry is
still dropped, and new tools are appended at the tail. Explicit `/reload-mcp`
and the compaction boundary keep the plain rebuild.

Refs #100336
2026-09-02 07:22:59 -07:00
Teknium ee0e234a2c fix(gateway): discover and reload MCP servers per profile under multiplex
A multiplexed gateway ran `discover_mcp_tools()` once, unscoped, at boot
and again on `/reload-mcp`, so only the launch profile's `mcp_servers`
ever connected; secondary profiles' servers never registered, and a
`/reload-mcp` from any profile tore down every profile's connections.

- `_discover_gateway_mcp_tools()`: under multiplex, run discovery once per
  served profile inside `_profile_runtime_scope`, carried into the
  executor via `copy_context()` (same shape as
  `_run_in_executor_with_context`). Single-profile path unchanged.
- `_execute_mcp_reload()`: enter the requesting profile's scope when the
  caller (e.g. button-confirm callback) did not; shut down / rediscover /
  report only that profile's servers; refresh only that profile's cached
  agents.
- `shutdown_mcp_servers(scope=)`: scoped teardown keyed by the new
  `_server_scope_keys` ownership map; leaves the shared MCP loop running
  while other profiles' servers are live. Unscoped call keeps the full
  historical behavior.
- MCP tools register into the owning profile's registry overlay
  (`registry.register(scope=...)`), and `registry.deregister()` gains a
  matching `scope=` kwarg. Plugin callers still cannot name another
  profile's scope; the plugin-vs-global guard is unchanged for them.

Fixes #95518

Co-authored-by: fangliquanflq <fangliquan@qq.com>
Co-authored-by: Kong <mgongzai@gmail.com>
Co-authored-by: roraag <232666910+roraag@users.noreply.github.com>
2026-09-02 07:00:13 -07:00
Teknium 4e7aa48716 fix(browser): reap idle multiplexed sessions under their owner profile scope
The inactivity janitor is one process-global thread started by whichever
profile first opens a browser, so under `gateway.multiplex_profiles` it runs
with no secret scope: `cleanup_browser` -> `is_camofox_mode` ->
`get_secret("CAMOFOX_URL")` raises UnscopedSecretError, the session entry is
never removed, and the same failure repeats every 30s while the Chromium
daemon leaks.

- `_update_session_activity` records the owning Hermes home per session;
  `_cleanup_inactive_browser_sessions` re-enters that owner's
  `set_hermes_home_override` + `build_profile_secret_scope` around each
  teardown (`_session_owner_scope`, mirroring `_profile_runtime_scope`).
  copy_context at thread spawn would pin the first profile's secrets onto
  every other profile's teardown; there is no os.environ fallthrough.
- 3 consecutive failures -> `_force_reap_browser_session`, which skips the
  failing `close` round-trips but still closes the cloud provider session
  and kills the local daemon via the shared `_release_session_resources`
  tail (extracted from `_cleanup_single_browser_session`, unchanged).
  An activity touch does not reset the failure budget.

Fixes #86402
Fixes #100738

Co-authored-by: fangliquanflq <fangliquan@qq.com>
2026-09-02 07:00:13 -07:00
liuhao1024 7d509657a8 fix(tts): resolve default output dir from the active profile
DEFAULT_OUTPUT_DIR was resolved once at import time, so long-lived
multi-profile runtimes (dashboard console, TUI/Desktop backend, cron,
kanban workers) kept writing synthesized audio into the launch
profile's cache/audio instead of the requesting profile's (#98749).

Same bug class and fix as skills_tool (f8723c478) and skills_sync
(#65828): keep the legacy module attribute for tests and external
patchers, but re-resolve from the live profile-scoped HERMES_HOME on
every synthesis call.
2026-09-02 06:48:31 -07:00
liuhao1024 39fca697ae fix(tools): log boot-time UnscopedSecretError probes at debug, not warning
With multiplexing on, check_fns evaluated before any profile secret scope
exists fail closed by design: get_secret raises UnscopedSecretError and the
tool re-probes on the first scoped turn. _run_check_fn_uncached logged that
expected signal like a crashed check_fn (WARNING + exc_info), so every
multiplexed gateway start printed three full tracebacks that drowned real
check_fn failures.

Split the handler: an unscoped read reported while the profile cache scope
was unresolved logs one debug line without a traceback; the same error with
the scope resolved is a genuinely lost scope and keeps the loud
warning + traceback.

Fixes #100697
2026-09-02 06:48:31 -07:00
Teknium d29a7936e4 fix(bot-mode): DMs to a Desktop-owned Bot Chat land in the live session instead of being dropped (#100523)
When the Desktop has a bot's "Bot Chat" open, that session holds the
single-owner lease, so the `hermes -p <bot> chat -c "Bot Chat"` subprocess
`bot_relay.deliver` spawns refuses with "already has a live owner" and the
DM payload is dropped — the sender was already acked.

bot_relay.deliver now looks up a live in-process session for the target
profile whose title resolves to "Bot Chat" (same profile_home match as
session.resume's _find_live_unpersisted, pending_title for lazy sessions,
otherwise the db title) and, when found, submits the message through the
existing prompt.submit handler — the composer's choke point — so it lands
as a normal user turn (role alternation preserved, streams to the open
window). No live owner → the subprocess path runs exactly as before.

On the local message_agent subprocess path, the lease refusal is surfaced
as a structured `target_busy` delivery failure telling the sender the
message was NOT delivered, instead of a raw exit-1 with the text buried
in stderr.

Closes #100523
Supersedes #100544, #100542

Co-authored-by: fangliquanflq <fangliquan@qq.com>
Co-authored-by: 686f6c61 <github@00b.tech>
2026-09-02 06:18:55 -07:00
Teknium c2954c8934 feat(model-catalog): picker catalogs refresh every 20 minutes, gateway keeps them warm
The /model picker's remote catalogs (curated manifest, OpenRouter live
filter, Nous Portal recommendations) only refreshed when someone opened
the picker on a stale cache, with a 1h TTL. A delisted model (tencent/hy3:free
after the free promo ended) or a newly published one could sit stale for
an hour after the manifest deploy, and indefinitely in a gateway nobody
opened /model in.

- model_catalog.ttl_minutes: 20 replaces ttl_hours: 1 as the default;
  an explicitly set legacy ttl_hours is still honoured.
- model_catalog.refresh_catalogs() force-refreshes all three sources to
  disk; refresh_interval_seconds() exposes the cadence.
- Gateway spawns a supervised _model_catalog_refresh_watcher that calls
  it off-thread every TTL window, so every surface on the machine reads
  a cache no older than 20 minutes.
- Config migration v39→v40 drops the old ttl_hours: 1 default only.
- Docs: reference/model-catalog.md updated.
2026-09-02 06:16:54 -07:00
Teknium 782dd635fe feat(tts): speech toggles warm/release plugin and command TTS providers
Extends the TTS lease from #100912 (4e3feb8bbb) beyond built-in local
engines: when the configured tts.provider is user-declared, acquiring
the first lease and releasing the last one now reach it, so a
self-hosted TTS server can preload its model when read-aloud / voice
conversation turns on and unload when it turns off (Discord request).

- agent/tts_provider.py: TTSProvider gains concrete no-op warm() /
  release() (not abstract — existing plugins are unaffected).
- tools/tts_tool.py: _signal_user_tts_provider() forwards the lease
  hook; plugin providers get warm()/release(), command providers run
  optional `warm_command` / `release_command` (config.yaml, under
  tts.providers.<name>) through the existing _run_command_tts helper
  on a daemon thread — best-effort, output discarded, failures at
  debug. warm_tts_provider() and release_tts_provider() call it.
- tests/tools/test_tts_lifecycle_leases.py: fake plugin provider and
  fake command provider observe warm/release through acquire/release
  lease (both fail on main with action == "noop").
- docs: features/tts.md — lease section, command-provider optional
  keys table, plugin optional hooks.
2026-09-02 05:35:14 -07:00
muhifni 1cd736ff63 fix(terminal): scope terminal config per turn under profile multiplexing
A multiplexed Hermes process (gateway.multiplex_profiles, unified
dashboard/TUI, or cron) serves several profiles at once, but terminal.*
resolved through process-global TERMINAL_* env vars bridged ONCE at
startup from the launch profile (gateway/run.py ~2700-2760) plus the
one-shot _ensure_terminal_env_bridged() guard. Every routed profile
therefore inherited the launch profile's backend, cwd, docker volumes,
SSH target and shared-container key: a local profile ran inside another
profile's docker sandbox (or a docker profile escaped to the host), and a
container labeled profile A carried profile B's RW bind mounts.

Fix: an authoritative per-profile terminal policy seam, mirroring
agent/secret_scope.py:

- tools/terminal_scope.py: ContextVar holding the routed profile's
  COMPLETE effective TERMINAL_* policy (defined defaults <- profile .env
  TERMINAL_* <- config.yaml terminal:). While bound, terminal_env()
  resolves ONLY from it - an omitted key yields the defined default,
  never os.environ. Unreadable/malformed policy installs a refusal
  scope; terminal_tool / execute_code refuse instead of running under
  ambient launch-process policy (fail closed).
- Installed at every in-process profile boundary: gateway
  _profile_runtime_scope, tui_gateway session/build/turn scopes, cron
  per-job fire. The unscoped single-process path is byte-identical.
- Every terminal.* consumer reads through the scope: terminal_tool
  (_get_env_config, _resolve_container_task_id shared key, orphan
  reaper lifetime, degraded mode), gateway/platforms/base.py docker
  media translation (volumes, shared key, persistence), runtime_cwd /
  agent_init / skill_utils / code_execution_tool / file_tools cwd
  anchors, prompt_builder / browser_tool / env_probe backend checks,
  gateway footer, @-refs and slash-command cwd. env_probe resolves the
  backend in the caller's context, since the probe worker thread does
  not inherit the ContextVar.

Salvage of #99225 onto current main: adds the three ambient reads the PR
missed (tools/file_tools.py TERMINAL_CWD, tools/browser_tool.py and
tools/env_probe.py TERMINAL_ENV; shape from #79117) and trims the test
module to the leak matrix driven through the real gateway boundary,
omitted-key defaults, refusal, and boundary reset.

Fixes #68559
Fixes #94200
Fixes #101132
Fixes #95470

Co-authored-by: x7peeps <9640837+x7peeps@users.noreply.github.com>
Co-authored-by: Eva <239388517+100yenadmin@users.noreply.github.com>
Co-authored-by: ExitMaster <292490062+ExitMaster@users.noreply.github.com>
2026-09-02 05:34:28 -07:00
Teknium 32fe129324 perf(bot-mode): cold DM hops skip the live /models probe; relay replies land within 250ms
Every bot-to-bot DM is a fresh `hermes -p <bot> chat -Q` process, so it
pays agent startup on each hop. Profiling one hop showed the single
largest controllable cost was a live GET /models against the provider on
EVERY launch (0.3-0.6s normally, up to the 15s probe timeout on a slow
endpoint) — the in-memory endpoint-metadata cache is per process and the
Nous persistent context cache is bypassed by design so the portal stays
authoritative.

- model_metadata: memoize successful remote /models probes on disk
  (cache/endpoint_model_metadata.json) with the SAME 300s TTL as the
  in-memory cache, so authority semantics are unchanged (reconciliation
  still lands within 5 minutes) but the answer is shared across
  processes. Local endpoints are never memoized (LM Studio reloads).
- bot_relay: the cross-machine reply waiter polls the reply file every
  250ms instead of every 2s — up to 2s of dead air on every relayed reply.

Nothing here changes turn ordering: DMs and group rounds stay serial.

Live (polis-hermes bot, spawn -> first API request, cold, 5-6 runs):
main median 1.23s (one 20.8s outlier = probe stall) -> 0.96s, no stalls.
2026-09-02 03:42:01 -07:00