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fix(cron): don't let a cron job inherit a kanban worker's dispatcher identity - #79657

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kshitijk4poor:salvage/78961-cron-kanban-env-isolation
Aug 5, 2026
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kshitijk4poor merged 2 commits into
NousResearch:mainfrom
kshitijk4poor:salvage/78961-cron-kanban-env-isolation

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@kshitijk4poor kshitijk4poor commented Aug 5, 2026 •

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Summary

A kanban worker that fires a cron job in-process no longer leaks its task identity into the cron agent — so an unrelated cron job can no longer call kanban_complete on the worker's task and overwrite real results.

Salvages the intent of #78961 (@gfriesen1 spotted the symptom and the exact gating mechanism), with a corrected root-cause mechanism and a ContextVar instead of an os.environ mutation.

Context — what actually goes wrong, concretely

Who is affected: anyone running the kanban dispatcher in a gateway process where a worker also fires cron jobs.

When: a kanban worker is a normal hermes chat -q CLI agent, and its default toolset includes cronjob (toolsets.py:72). It runs with HERMES_KANBAN_TASK legitimately set in its own environment. If that worker calls cronjob(action="run"), tools/cronjob_tools.py:688 calls run_one_job() → run_job() in that same process.

Why it matters: the cron AIAgent is then constructed while the worker's kanban vars are visible, so it is misidentified as that worker:

Signal Clean cron session Cron fired from a worker (before)
kanban env active (_detect_environment) False True
kanban_show gated on (_check_kanban_mode) False True
kanban_complete default task_id None t_worker_real_task

The last row is the damage: kanban_complete defaults task_id to $HERMES_KANBAN_TASK (tools/kanban_tools.py:137,1110), so a cron agent that decides to tidy up closes the worker's task and overwrites its results.

Why a ContextVar and not an os.environ clear

The obvious fix — clear the vars around agent construction — is wrong, because os.environ is process-global and three concurrent readers legitimately need the real values. Each of these was verified, and two were reproduced:

  1. It starves the worker's own claim heartbeat. run_agent.py:3695 _touch_activity does if os.environ.get("HERMES_KANBAN_TASK"): heartbeat_current_worker_from_env(), which reads TASK/CLAIM_LOCK/RUN_ID (kanban_tools.py:286,297,302). The cron-run heartbeat thread drives that every 10s (cronjob_tools.py:658). Clear the vars and the heartbeat silently no-ops; after DEFAULT_CLAIM_TTL_SECONDS = 15 min (kanban_db.py:219) the dispatcher reclaims a task whose worker is still alive and re-dispatches it — the same duplicate-work/overwrite failure, arriving from the other direction.
  2. Concurrent cron jobs destroy the identity permanently. Workdir-less jobs run on the parallel pool and take a shared read lock (scheduler.py:3156 acquire_read), so they interleave: A clears → B snapshots {} → A restores → B clears → B's restore is a no-op. Reproduced: HERMES_KANBAN_TASK and BOARD both end up None.
  3. It races the gateway's own watcher. gateway/kanban_watchers.py:1369-1417 pins HERMES_KANBAN_BOARD across a slow decompose_task() LLM call, and the decomposer takes no board argument (kanban_decompose.py:271,459) — it resolves from the env var. Reproduced: pinned team-alpha → resolved default, i.e. child tasks written to the wrong board's DB.

A ContextVar is per-thread, invisible to those readers, and propagates into the agent thread for free via the contextvars.copy_context() already at scheduler.py:3581.

Divergence from #78961

#78961 attributed the leak to the dispatcher writing into the gateway's environment, and fixed it with an unconditional, unrestored os.environ.pop() of 6 vars. Verifying that premise changed both the diagnosis and the fix:

  • The dispatcher never mutates the parent env. _default_spawn builds a copy — hermes_cli/kanban_db.py:8991 env = dict(os.environ) — passed to subprocess; AST inspection shows zero os.environ mutations in the function. A repo-wide grep for in-process writes of HERMES_KANBAN_* returns exactly two, neither the dispatcher: gateway/kanban_watchers.py:1371 and hermes_cli/main.py:2460 (both BOARD). So TASK/WORKSPACE/DB/RUN_ID/CLAIM_LOCK could not leak by that route — and TASK is the var that does the damage. The real route is the in-process cronjob → run_job path above.
  • HERMES_KANBAN_BOARD must not be cleared at all. It is a deliberate pin (hermes_cli/main.py::_pin_kanban_board_env, [Bug]: harness kanban CLI invoked from agent session ignores active-board pin, races current file with concurrent boards switch #20074) keeping in-process kanban_* tools and shelled-out hermes kanban calls on one board. This PR leaves BOARD/DB/WORKSPACES_ROOT untouched.

Changes

  • agent/delegation_context.py — new non_dispatcher_owned_context() (plus token form for long try/finally scopes) and is_dispatcher_owned_worker_context(), the single predicate every HERMES_KANBAN_* identity gate consults before trusting those vars. Kept separate from the existing delegate_task flag so that behaviour is unchanged.
  • cron/scheduler.py — run_job enters that context alongside the existing _cron_session_var token and resets it in the same finally. No env mutation.
  • tools/kanban_tools.py — _check_kanban_mode, _check_kanban_orchestrator_mode, and _default_task_id now require dispatcher ownership before honouring HERMES_KANBAN_TASK. An explicit task_id argument is still honoured.
  • model_tools.py — the kanban toolset force-add is gated, and the predicate joins _tool_defs_cache's key so contexts don't share a cache entry.
  • agent/skill_utils.py — closes a pre-existing gap: it read the vars without consulting the delegate_task ContextVar at all. The kanban verdict also now bypasses _ENV_DETECT_CACHE, since a context-dependent answer must not be memoized process-wide.

Validation

Before After
Cron agent inherits worker task id yes no
Worker's claim heartbeat during the job starved (env-clear approach) intact
Concurrent cron jobs identity destroyed (env-clear approach) identity survives
os.environ mutated yes (env-clear approach) not at all
Board pin (#20074) destroyed (#78961) untouched
  • 18 new tests, covering the predicate, all five gates, run_job wiring, reset-on-exception, thread isolation, two concurrent cron jobs, and an AST invariant over _default_spawn that fails if the dispatcher gains a var that is neither identity-gated nor explicitly classified behaviour-only.
  • Mutation-checked — 6 mutations, all caught: skip the context enter (1 fail), skip the reset (2), neuter the predicate (10), ungate _default_task_id (1), re-cache the kanban verdict (1), and reintroduce the os.environ clear (3, incl. the concurrency test). Snapshot-restored with no file drift.
  • tests/cron/ + test_kanban_tools + test_kanban_stop 440 passed; test_model_tools + test_skill_utils + kanban boards 63 passed; ruff clean on all 6 files.
  • E2E with real imports: leak reproduced then closed; heartbeat inputs intact during the job; concurrent jobs isolated with identity preserved.

Closes #78961

@alt-glitch alt-glitch added type/bug Something isn't working P3 Low — cosmetic, nice to have comp/cron Cron scheduler and job management sweeper:risk-session-state Sweeper risk: may lose/corrupt/mis-associate session or context state labels Aug 5, 2026
…identity

A kanban worker that fires a cron job in-process no longer leaks its task
identity into the cron agent.

The worker is a normal `hermes chat -q` CLI agent whose default toolset
includes `cronjob`, running with HERMES_KANBAN_TASK legitimately set in its
own environment. `cronjob(action="run")` calls run_one_job() -> run_job()
in that same process, so the cron AIAgent was misidentified as that worker:
kanban toolset force-added, kanban-worker protocol injected into its system
prompt, and kanban_complete defaulting task_id to $HERMES_KANBAN_TASK --
letting an unrelated cron job close the worker's task and overwrite real
results.

Fixed with a ContextVar (`non_dispatcher_owned_context`), not by clearing
os.environ. The env is process-global and shared with three concurrent
readers that all need the real values:

  * the worker's own claim heartbeat -- run_agent._touch_activity ->
    heartbeat_current_worker_from_env reads TASK/CLAIM_LOCK/RUN_ID, and the
    cron-run heartbeat thread drives it every 10s. Clearing them silently
    no-ops the heartbeat, so after DEFAULT_CLAIM_TTL_SECONDS (15 min) the
    dispatcher reclaims a task whose worker is still alive and re-dispatches
    it -- the same duplicate-work failure from the other direction.
  * the gateway's kanban watchers, which do their own HERMES_KANBAN_BOARD
    save/restore around a slow decompose_task() LLM call.
  * concurrent cron jobs, which take a *shared* read lock
    (_terminal_cwd_lock.acquire_read) and so interleave: job A clears, job B
    snapshots empty, A restores, B clears and its restore no-ops -- the
    worker's identity is destroyed permanently.

`is_dispatcher_owned_worker_context()` is now the single predicate every
HERMES_KANBAN_* identity gate consults before trusting those vars. It also
closes a pre-existing gap in agent/skill_utils.py, which read the vars
without consulting the delegate_task ContextVar at all; the `kanban` verdict
additionally bypasses _ENV_DETECT_CACHE, since a context-dependent answer
must not be memoized process-wide.

HERMES_KANBAN_BOARD/DB/WORKSPACES_ROOT are left untouched, so the NousResearch#20074
board pin and the dispatcher's path overrides keep working.

Tests: 18 new, including thread-isolation, concurrent-cron-jobs, and an AST
invariant over _default_spawn that fails if the dispatcher gains a var that
is neither identity-gated nor explicitly classified behaviour-only. All six
mutations are caught, including one that reintroduces the os.environ clear.
tests/cron/ + kanban suites 440 passed; model_tools/skill_utils/boards 63
passed; ruff clean.

Reported and diagnosed by Geoff Friesen (NousResearch#78961), who identified the symptom
and the exact gating mechanism.

Co-authored-by: Geoff Friesen <gfriesen1@users.noreply.github.com>
@kshitijk4poor
kshitijk4poor force-pushed the salvage/78961-cron-kanban-env-isolation branch from 8b8ac9b to bc09fe4 Compare August 5, 2026 21:35
@kshitijk4poor kshitijk4poor changed the title fix(cron): scope kanban worker identity away from cron agent sessions fix(cron): don't let a cron job inherit a kanban worker's dispatcher identity Aug 5, 2026
@kshitijk4poor
kshitijk4poor enabled auto-merge (rebase) August 5, 2026 21:36
@kshitijk4poor
kshitijk4poor disabled auto-merge August 5, 2026 21:38
The AST invariant only matched `env["HERMES_KANBAN_X"] = ...` subscript
assignments, so a future dispatcher var added via `env.update({...})`,
`env.setdefault(...)`, or an annotated subscript would have slipped past
the guard and leaked into cron sessions unnoticed.

None of those shapes exist in _default_spawn today; this is about the
guard staying trustworthy as that function evolves.

Verified by injecting an unregistered var into _default_spawn one shape at
a time and requiring the guard to fail: subscript assign, annotated
assign, update(dict literal), setdefault(literal), and update(kwarg) are
all detected. Source restored byte-identical after probing.
tests/cron/ 410 passed; ruff clean.
@kshitijk4poor
kshitijk4poor enabled auto-merge (rebase) August 5, 2026 21:41
@kshitijk4poor
kshitijk4poor merged commit 145e777 into NousResearch:main Aug 5, 2026
36 checks passed
@kshitijk4poor
kshitijk4poor deleted the salvage/78961-cron-kanban-env-isolation branch August 6, 2026 09:36
pierrenode added a commit to pierrenode/hermes-agent that referenced this pull request Aug 11, 2026
… recording on dispatcher ownership

_touch_activity's kanban bridge does a bare `if os.environ.get(
"HERMES_KANBAN_TASK")` check before calling inject_new_comments_from_env(
self) -- self being whichever AIAgent instance happens to call
_touch_activity, which fires on essentially every API call, tool result,
and stream chunk for every agent in the process.

80f37e3 (NousResearch#79657/NousResearch#78961) gated kanban_tools' own toolset-visibility and
task-id-default decisions on is_dispatcher_owned_worker_context(),
specifically because a cron job fired in-process from a kanban worker
(cronjob(action="run") -> run_job(), same process, the worker's
HERMES_KANBAN_TASK legitimately still in os.environ) is not that worker
and must not be misidentified as one. _touch_activity's call to
inject_new_comments_from_env was missed.

Gate the call on is_dispatcher_owned_worker_context(), matching the
kanban_tools pattern. heartbeat_current_worker_from_env() is left
ungated on purpose -- it only extends the claim TTL for whichever task
id env identifies, which is safe and correct regardless of caller
identity.

Review found two more sibling sites with the identical bare-env-check
shape, both worse than the comment-injection leak this PR started with:

- agent/turn_finalizer.py: when a turn's iteration budget is exhausted,
  a bare `if os.environ.get("HERMES_KANBAN_TASK")` check records the
  task as `_record_task_failure(outcome="timed_out", release_claim=True,
  end_run=True)`. An unrelated in-process cron agent exhausting ITS OWN
  budget would mark the real, still-running worker's task failed and
  release its claim out from under it.
- agent/kanban_stop.py::kanban_stop_nudge_enabled(): gates the turn-end
  stop-guard on the same bare check. An unrelated cron agent finishing
  its own turn without a kanban tool call (which it has no reason to
  make) would get a synthetic "You are a Hermes kanban worker…" nudge
  injected into its own turn -- the same caller-steering class this PR
  closes for comment injection.

Both gated on is_dispatcher_owned_worker_context(), matching this PR's
and tools/kanban_tools.py's existing pattern.

Testing:
- Original: 4 regression tests exercising the real _touch_activity
  method (bound onto a minimal stub) against a real kanban board --
  control case, non_dispatcher_owned_context() cron scenario, and a
  delegated_child_context() scenario.
- Added: a turn_finalizer regression (sibling of the existing
  test_pending_response_records_kanban_timeout) proving
  _record_task_failure is NOT called under
  non_dispatcher_owned_context(); a kanban_stop regression proving
  kanban_stop_nudge_enabled()/build_kanban_stop_nudge() return
  False/None under the same context.
- Mutation-verified: reverting the turn_finalizer.py and kanban_stop.py
  changes alone reproduces both bugs in their new tests exactly.
- Ran tests/agent/test_kanban_stop.py,
  tests/agent/test_turn_finalizer_iteration_limit_exit.py,
  tests/run_agent/test_touch_activity_kanban_dispatcher_gate.py, and
  the broader tests/agent/ kanban/delegation_context/turn_finalizer
  subset (21 tests) -- all green.
- ruff check clean.
garadice added a commit to garadice/hermes-agent that referenced this pull request Aug 25, 2026
…inst the parent task

HERMES_KANBAN_TASK stays set in os.environ for in-process children running
inside a dispatcher worker: delegate_task subagents, background-review
forks, and cron agents fired via the cronjob tool. Those children carry
their own much smaller iteration budgets (review-fork cap 16, delegation
cap 50), so when a child exhausted ITS budget,
_record_kanban_budget_exhausted recorded a terminal timed_out failure
against the WORKER's task — advancing the consecutive-failure circuit
breaker and archiving live parent work that was still running fine.

Gate both call sites on is_dispatcher_owned_worker_context() (the
documented single predicate for HERMES_KANBAN_* identity gates — False
for delegated children and non-dispatcher-owned cron execution, from
NousResearch#79657's context machinery) plus the review fork's _persist_disabled
persistence-isolation marker. Zero behavior change for genuine
dispatcher-owned workers.

Complementary to NousResearch#52511 (partial-summary salvage on exhaustion): that PR
forwards what the exhausted worker produced; this PR stops non-worker
exhaustion from being attributed to the worker at all.

Regression test: 5-case matrix — dispatcher-owned fires; delegated
child skips; review fork skips; non-dispatcher-owned cron skips; guard
truth table (mutation-checked: each guard leg independently covered).
gabrielcosi pushed a commit to gabrielcosi/home-ops that referenced this pull request Sep 1, 2026
…8.27 ➔ v2026.8.31) (#606)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [ghcr.io/gabrielcosi/hermes-agent](https://github.com/NousResearch/hermes-agent) | patch | `v2026.8.27` → `v2026.8.31` |

---

### Release Notes

<details>
<summary>NousResearch/hermes-agent (ghcr.io/gabrielcosi/hermes-agent)</summary>

### [`v2026.8.31`](https://github.com/NousResearch/hermes-agent/releases/tag/v2026.8.31): Hermes Agent v0.21.0 (v2026.8.31)

[Compare Source](https://github.com/NousResearch/hermes-agent/compare/v2026.8.27...v2026.8.31)

##### Hermes Agent v0.21.0 (v2026.8.31)

**Release Date:** August 31, 2026
**Since v0.20.0:** \~5,800 commits · \~2,475 merged PRs · \~5,680 files changed · \~869,000 insertions · \~135,000 deletions · **\~2,100 issues closed** · 760+ contributors

> **The Pantheon Release.** v0.20.0 made Hermes the herald — he spoke, and he carried word to other agents. In v0.21.0 the gods assemble. Bot Mode ships built into the desktop app: a society of named agents with their own faces and group chats, where your bots talk to each other — and to you — like a team, not a toolbox. Around that spine: cron jobs gained memory and continuity so scheduled agents actually learn between runs, subagents can be steered live mid-flight, the MCP surface became a real command center, and the agent can now drive the desktop's own browser. This release rolls up everything from the v0.20.1–v0.20.6 infrastructure patch tags — those windows are fully documented here.

***

##### ✨ Highlights

- **Bot Mode — your agents become a society, built in** — Bot Mode is now a bundled, default-on part of the desktop app: every agent profile gets a name, a deterministic avatar face (with randomize/lock controls), and a place in a shared roster. Create Discord-style group chats where multiple bots and you talk in one room, @&#8203;-mention any bot from the composer, and give rooms names and pictures. Before, "multi-agent" meant plumbing; now it looks like a chat app full of coworkers. ([#&#8203;87886](https://github.com/NousResearch/hermes-agent/pull/87886), [#&#8203;88243](https://github.com/NousResearch/hermes-agent/pull/88243), [#&#8203;89386](https://github.com/NousResearch/hermes-agent/pull/89386), [#&#8203;96726](https://github.com/NousResearch/hermes-agent/pull/96726) — [@&#8203;teknium1](https://github.com/teknium1), [@&#8203;OutThisLife](https://github.com/OutThisLife), [@&#8203;dokterdok](https://github.com/dokterdok))

- **`hermes peer` — bot-to-bot DMs between your agents** — Any Hermes agent can now message any other by handle, across profiles and gateways, from the CLI or from inside a conversation. Ask your research bot to hand findings to your coding bot and get the reply back where you can read it. Replies land in each agent's canonical Bot Chat, so conversations between agents are durable and inspectable, not fire-and-forget. ([#&#8203;88725](https://github.com/NousResearch/hermes-agent/pull/88725), [#&#8203;88178](https://github.com/NousResearch/hermes-agent/pull/88178), [#&#8203;91487](https://github.com/NousResearch/hermes-agent/pull/91487) — [@&#8203;teknium1](https://github.com/teknium1))

- **Cron jobs that remember** — Scheduled jobs stopped being goldfish. Cron agents now load and update persistent memory like every other agent, `continuity=true` carries each run's output into the next (so a monitor can dedupe against what it already reported), every job gets a durable notepad scratchpad, monitor-mode jobs skip the LLM entirely when nothing changed, and cron output can land in a bot's canonical Bot Chat — where the bot actually responds. Your 9am briefing job now knows what it told you yesterday. ([#&#8203;91447](https://github.com/NousResearch/hermes-agent/pull/91447), [#&#8203;80774](https://github.com/NousResearch/hermes-agent/pull/80774), [#&#8203;81139](https://github.com/NousResearch/hermes-agent/pull/81139), [#&#8203;81138](https://github.com/NousResearch/hermes-agent/pull/81138), [#&#8203;91487](https://github.com/NousResearch/hermes-agent/pull/91487) — [@&#8203;teknium1](https://github.com/teknium1), [@&#8203;smwbev](https://github.com/smwbev))

- **Steer your subagents while they run** — `delegate_task` gained live orchestration: list running children, steer one mid-flight with a course correction, or stop it early and keep the partial result. Add optional JSON-schema validation on child outputs, per-delegation cost surfaced in results, and raised defaults (250 iterations, 10 concurrent children) — delegation went from fire-and-pray to actually managed parallel work. ([#&#8203;85232](https://github.com/NousResearch/hermes-agent/pull/85232), [#&#8203;81144](https://github.com/NousResearch/hermes-agent/pull/81144), [#&#8203;81142](https://github.com/NousResearch/hermes-agent/pull/81142), [#&#8203;86506](https://github.com/NousResearch/hermes-agent/pull/86506), [#&#8203;86745](https://github.com/NousResearch/hermes-agent/pull/86745) — [@&#8203;teknium1](https://github.com/teknium1))

- **The MCP command center** — MCP servers and the catalog merged into one coherent desktop page with drag-in "paste anything" import, background health checks that nudge you to re-auth before a tool call fails, a fleet cost/usage overlay showing schema token estimates and 30-day usage per server, and `hermes://` deep links that install an MCP server with explicit confirmation. Managing twenty MCP servers used to be config-file archaeology; now it's a dashboard. ([#&#8203;87525](https://github.com/NousResearch/hermes-agent/pull/87525), [#&#8203;87572](https://github.com/NousResearch/hermes-agent/pull/87572), [#&#8203;87576](https://github.com/NousResearch/hermes-agent/pull/87576), [#&#8203;87579](https://github.com/NousResearch/hermes-agent/pull/87579), [#&#8203;87581](https://github.com/NousResearch/hermes-agent/pull/87581) — [@&#8203;teknium1](https://github.com/teknium1))

- **A CLI power wave** — Ctrl+P opens a fuzzy command palette, the `/model` picker filters as you type, `/status` shows reasoning mode, pending approvals, and context usage, and the status bar can display live cache-hit %, latency, and tokens/sec with per-field toggles. Plus: a global emergency stop, session pin/unpin, rotating task-oriented composer placeholders — and Ghostty-level **terminal pets**, because a companion should have a companion. ([#&#8203;90730](https://github.com/NousResearch/hermes-agent/pull/90730), [#&#8203;90717](https://github.com/NousResearch/hermes-agent/pull/90717), [#&#8203;90745](https://github.com/NousResearch/hermes-agent/pull/90745), [#&#8203;98250](https://github.com/NousResearch/hermes-agent/pull/98250), [#&#8203;98282](https://github.com/NousResearch/hermes-agent/pull/98282), [#&#8203;97666](https://github.com/NousResearch/hermes-agent/pull/97666) — [@&#8203;teknium1](https://github.com/teknium1), and salvaged community work)

- **The agent drives the desktop's browser** — The in-app browser stopped being a window the agent could only look at: Hermes now navigates, clicks, and reads it directly, and pages can be popped out to your system browser with full link context menus. Ask it to walk a docs site or debug a web app and watch it happen inside your own app. ([#&#8203;90197](https://github.com/NousResearch/hermes-agent/pull/90197), [#&#8203;89366](https://github.com/NousResearch/hermes-agent/pull/89366) — [@&#8203;OutThisLife](https://github.com/OutThisLife), [@&#8203;ethernet8023](https://github.com/ethernet8023))

- **Six new providers and a model catalog wave** — Meta Model API (Muse Spark) arrives as a built-in provider, alongside CommandCode, Tencent TokenPlan, Nebius Token Factory, Ramp Router, and Actual Computer. The catalogs picked up GLM-5.3-Flash, qwen3.8-max/flash, Gemini 3.7 Flash, MiniMax M3 free, and Nemotron 3.5 Lightning — and `model_overrides` lets you patch any model's context window or pricing yourself without waiting on a release. ([#&#8203;88565](https://github.com/NousResearch/hermes-agent/pull/88565), [#&#8203;88308](https://github.com/NousResearch/hermes-agent/pull/88308), [#&#8203;97917](https://github.com/NousResearch/hermes-agent/pull/97917), [#&#8203;97916](https://github.com/NousResearch/hermes-agent/pull/97916), [#&#8203;97915](https://github.com/NousResearch/hermes-agent/pull/97915), [#&#8203;85560](https://github.com/NousResearch/hermes-agent/pull/85560) — [@&#8203;teknium1](https://github.com/teknium1) and community)

- **Security hardening across the board** — Protected agent-instruction files (AGENTS.md, skills, memory stores) now always require write approval so a prompt-injected agent can't quietly rewrite its own standing orders. A deep redaction sweep closed secret-leak gaps across terminal errors, `.env` file reads, checkpoints, and ACP logs; the approval system learned Windows destructive commands; and macOS permission grants finally survive updates via a stable TCC signing identity. ([#&#8203;81152](https://github.com/NousResearch/hermes-agent/pull/81152), [#&#8203;80965](https://github.com/NousResearch/hermes-agent/pull/80965), [#&#8203;84428](https://github.com/NousResearch/hermes-agent/pull/84428), [#&#8203;95091](https://github.com/NousResearch/hermes-agent/pull/95091) — [@&#8203;teknium1](https://github.com/teknium1) and community)

***

##### 🏗️ Core Agent & Architecture

##### Providers & Models

- **New providers:** Actual Computer inference ([#&#8203;79644](https://github.com/NousResearch/hermes-agent/pull/79644), salvage of [#&#8203;26491](https://github.com/NousResearch/hermes-agent/issues/26491)), CommandCode with GOAT/Pro/Max plans ([#&#8203;88308](https://github.com/NousResearch/hermes-agent/pull/88308), salvage of [#&#8203;32909](https://github.com/NousResearch/hermes-agent/issues/32909)), Meta Model API (Muse Spark) as a built-in provider plugin ([#&#8203;88565](https://github.com/NousResearch/hermes-agent/pull/88565)), Tencent TokenPlan ([#&#8203;97917](https://github.com/NousResearch/hermes-agent/pull/97917)), Nebius Token Factory ([#&#8203;97916](https://github.com/NousResearch/hermes-agent/pull/97916)), and Ramp Router ([#&#8203;97915](https://github.com/NousResearch/hermes-agent/pull/97915)).
- **Model catalog wave:** qwen3.8-max and qwen3.8-flash ([#&#8203;78024](https://github.com/NousResearch/hermes-agent/pull/78024), [#&#8203;96979](https://github.com/NousResearch/hermes-agent/pull/96979)), Gemini 3.7 Flash ([#&#8203;85526](https://github.com/NousResearch/hermes-agent/pull/85526)), GLM-5.3-Flash across OpenRouter/Nous/z.ai/OpenCode ([#&#8203;95621](https://github.com/NousResearch/hermes-agent/pull/95621), [#&#8203;96293](https://github.com/NousResearch/hermes-agent/pull/96293)), MiniMax M3 + Inkling free SKUs ([#&#8203;96264](https://github.com/NousResearch/hermes-agent/pull/96264)), Nemotron 3.5 Lightning ([#&#8203;84645](https://github.com/NousResearch/hermes-agent/pull/84645)), Meta Muse Spark 1.2 ([#&#8203;88600](https://github.com/NousResearch/hermes-agent/pull/88600)).
- **Per-model metadata overrides** via `model_overrides` config — patch context windows, pricing, or capabilities for any model without waiting on a release ([#&#8203;85560](https://github.com/NousResearch/hermes-agent/pull/85560)).
- **Data-training-tier warnings** — a unified selection-guard registry warns you across every picker surface when a model trains on your data ([#&#8203;85917](https://github.com/NousResearch/hermes-agent/pull/85917)).
- **Pip-installed model providers** discovered via entry points — third parties can ship providers as packages ([#&#8203;85504](https://github.com/NousResearch/hermes-agent/pull/85504), salvage [#&#8203;81419](https://github.com/NousResearch/hermes-agent/issues/81419)).
- **Prompt caching engaged for LiteLLM Claude** on the OpenAI wire ([#&#8203;87517](https://github.com/NousResearch/hermes-agent/pull/87517) — [@&#8203;kshitijk4poor](https://github.com/kshitijk4poor)) and api.meta.ai routed through the Responses API for caching ([#&#8203;88601](https://github.com/NousResearch/hermes-agent/pull/88601)).
- **Codex GPT context defaults** back to the verified 272K, with explicit -900k picker variants for the large window ([#&#8203;92797](https://github.com/NousResearch/hermes-agent/pull/92797)).

##### Agent Loop & Reliability

- **Stalled-provider recovery** — a stalled stream no longer leaves Desktop silent or burns the retry budget ([#&#8203;87236](https://github.com/NousResearch/hermes-agent/pull/87236) — [@&#8203;fangliquanflq](https://github.com/fangliquanflq)).
- **MoA hardening cluster** — the Mixture-of-Agents facade now survives client rebuilds, stream retries, provider rotation, and fallback/restore without leaking prepared requests to native clients ([#&#8203;90212](https://github.com/NousResearch/hermes-agent/pull/90212) and siblings).
- **Structured-output resilience** — auxiliary calls translate `response_format` for Anthropic wires and retry when a provider rejects structured output ([#&#8203;89589](https://github.com/NousResearch/hermes-agent/pull/89589) — [@&#8203;ethernet8023](https://github.com/ethernet8023)).
- **Compression: lean tail mode** + a compaction recall eval harness to measure what compression actually preserves ([#&#8203;87326](https://github.com/NousResearch/hermes-agent/pull/87326)).
- **Oversized tool results spill to cache** instead of being truncated in sandbox-less sessions ([#&#8203;89028](https://github.com/NousResearch/hermes-agent/pull/89028)).
- **`clarify` asks multiple independent questions in one call** — one form instead of a chain of round-trips ([#&#8203;89467](https://github.com/NousResearch/hermes-agent/pull/89467) — [@&#8203;ethernet8023](https://github.com/ethernet8023)).
- **Verify subsystem** (port from superagent-ai/grok-cli): run-recipe detection + environment manifest so "it works" claims are backed by detected build/test commands ([#&#8203;80686](https://github.com/NousResearch/hermes-agent/pull/80686)).

##### Sessions & State

- **Resumed transcripts never re-append** — `_db_persisted` stamped at row load time ([#&#8203;92539](https://github.com/NousResearch/hermes-agent/pull/92539) — [@&#8203;kshitijk4poor](https://github.com/kshitijk4poor)).
- **SessionDB context-manager protocol** for leak-free DB lifecycles ([#&#8203;88048](https://github.com/NousResearch/hermes-agent/pull/88048) — [@&#8203;jackulau](https://github.com/jackulau)).
- **Instant session naming** from the opening message, with sticky titles across resume ([#&#8203;81985](https://github.com/NousResearch/hermes-agent/pull/81985) — [@&#8203;OutThisLife](https://github.com/OutThisLife)).
- **Session pin/unpin from the CLI** — durable keep flags ([#&#8203;80761](https://github.com/NousResearch/hermes-agent/pull/80761)).

##### 📱 Messaging Platforms (Gateway)

- **Slack native live cards** — real streaming replies via chat.startStream plus opt-in plan/task cards for tool progress ([#&#8203;85476](https://github.com/NousResearch/hermes-agent/pull/85476)); outbound link-preview suppression across native and relay planes ([#&#8203;95142](https://github.com/NousResearch/hermes-agent/pull/95142) — [@&#8203;benbarclay](https://github.com/benbarclay)).
- **Telegram inline picker** — every command and skill searchable via [@&#8203;botname](https://github.com/botname), bypassing Telegram's command-menu cap ([#&#8203;98317](https://github.com/NousResearch/hermes-agent/pull/98317)).
- **Relay matured** — native static/dynamic plugin initialization ([#&#8203;77915](https://github.com/NousResearch/hermes-agent/pull/77915) — [@&#8203;bbednarski9](https://github.com/bbednarski9)), live-card ops with draft streaming + task cards ([#&#8203;85796](https://github.com/NousResearch/hermes-agent/pull/85796) — [@&#8203;victor-kyriazakos](https://github.com/victor-kyriazakos)), session-span segmentation ([#&#8203;85467](https://github.com/NousResearch/hermes-agent/pull/85467)), voice-note STT restored over the relay lane ([#&#8203;95274](https://github.com/NousResearch/hermes-agent/pull/95274) — [@&#8203;benbarclay](https://github.com/benbarclay)), transport dedupe/fail-fast fixes ([#&#8203;89584](https://github.com/NousResearch/hermes-agent/pull/89584)).
- **Gateway control socket** — fleet consumers query the gateway itself (identify/status), and updaters pause gateways gracefully instead of tree-killing them ([#&#8203;92447](https://github.com/NousResearch/hermes-agent/pull/92447), [#&#8203;95695](https://github.com/NousResearch/hermes-agent/pull/95695)).
- **Selective multiplex profile serving** ([#&#8203;83400](https://github.com/NousResearch/hermes-agent/pull/83400)), per-profile MCP lifecycle RPCs ([#&#8203;86473](https://github.com/NousResearch/hermes-agent/pull/86473)), roster previews showing the latest message ([#&#8203;85905](https://github.com/NousResearch/hermes-agent/pull/85905)), concise background-process notifications by default ([#&#8203;85877](https://github.com/NousResearch/hermes-agent/pull/85877)).
- **Turn-reaper stack dumps** — when the watchdog fires, wedged worker stacks are captured for diagnosis ([#&#8203;86248](https://github.com/NousResearch/hermes-agent/pull/86248)), with loop-watchdog tuning knobs wired end-to-end ([#&#8203;92317](https://github.com/NousResearch/hermes-agent/pull/92317)).
- **Split-delivery bug class closed** — swallowed finals and split deliveries fixed as a class ([#&#8203;79669](https://github.com/NousResearch/hermes-agent/pull/79669) — [@&#8203;kshitijk4poor](https://github.com/kshitijk4poor), salvages [#&#8203;78558](https://github.com/NousResearch/hermes-agent/issues/78558)).

##### 🖥️ Desktop App

- **Bot Mode built in** — see Highlights. Full sub-catalog: attributed agent-to-agent message cards ([#&#8203;85855](https://github.com/NousResearch/hermes-agent/pull/85855)), sender-side delivery notices ([#&#8203;85888](https://github.com/NousResearch/hermes-agent/pull/85888)), paint-first hydration for instant wakes ([#&#8203;89510](https://github.com/NousResearch/hermes-agent/pull/89510)), editable group names and room pictures ([#&#8203;89371](https://github.com/NousResearch/hermes-agent/pull/89371)), Routines pane ([#&#8203;88731](https://github.com/NousResearch/hermes-agent/pull/88731)), rebuilt on the app design system ([#&#8203;96726](https://github.com/NousResearch/hermes-agent/pull/96726) — [@&#8203;OutThisLife](https://github.com/OutThisLife)).
- **In-app browser the agent can drive** — the agent uses the desktop's browser tab, not just looks at it ([#&#8203;90197](https://github.com/NousResearch/hermes-agent/pull/90197) — [@&#8203;OutThisLife](https://github.com/OutThisLife)), with external-open + link context menus ([#&#8203;89366](https://github.com/NousResearch/hermes-agent/pull/89366)).
- **Detached update hand-off on every OS** — quit → update → reopen with a single shim window; Windows desktop updates no longer park on "Updating Hermes" ([#&#8203;83634](https://github.com/NousResearch/hermes-agent/pull/83634), [#&#8203;90937](https://github.com/NousResearch/hermes-agent/pull/90937), [#&#8203;95897](https://github.com/NousResearch/hermes-agent/pull/95897)).
- **Quality-of-life wave** — HUD snaps to cursor on ⌘⇧G ([#&#8203;83130](https://github.com/NousResearch/hermes-agent/pull/83130)), paste into the composer without focusing it ([#&#8203;84955](https://github.com/NousResearch/hermes-agent/pull/84955)), per-turn duration badges ([#&#8203;87245](https://github.com/NousResearch/hermes-agent/pull/87245)), readable macOS window translucency ([#&#8203;88744](https://github.com/NousResearch/hermes-agent/pull/88744)), Linux launcher entry ([#&#8203;76456](https://github.com/NousResearch/hermes-agent/pull/76456)), Linux keychain auto-detection ([#&#8203;84903](https://github.com/NousResearch/hermes-agent/pull/84903)), cron + blueprint recipes in the sidebar ([#&#8203;85162](https://github.com/NousResearch/hermes-agent/pull/85162)).
- **Send Diagnostics** — error cards can upload a redacted debug bundle with a support handoff ([#&#8203;92020](https://github.com/NousResearch/hermes-agent/pull/92020)).
- **Seq-stamped event replay** — lossless desktop reconnect over WebSocket ([#&#8203;94219](https://github.com/NousResearch/hermes-agent/pull/94219) — [@&#8203;kshitijk4poor](https://github.com/kshitijk4poor)).
- **God-file decomposition** — the desktop codebase refactored into atomic modules ([#&#8203;89611](https://github.com/NousResearch/hermes-agent/pull/89611) — [@&#8203;OutThisLife](https://github.com/OutThisLife)).

##### 🖥️ CLI & TUI

- See Highlights for the power wave (command palette, fuzzy /model, richer /status, live status-bar metrics, pets).
- **`hermes approval-check`** — dry-run approval verdicts for a command without running it ([#&#8203;81137](https://github.com/NousResearch/hermes-agent/pull/81137)).
- **Session titles in status bars** ([#&#8203;81947](https://github.com/NousResearch/hermes-agent/pull/81947)); subagent model exposed in the auxiliary-models picker ([#&#8203;80463](https://github.com/NousResearch/hermes-agent/pull/80463)).
- **Ctrl+C fixed** — stopped pushing the Kitty keyboard protocol that broke interrupts ([#&#8203;87074](https://github.com/NousResearch/hermes-agent/pull/87074)).

##### 🔧 Tool System & MCP

- **MCP command center** — see Highlights ([#&#8203;87525](https://github.com/NousResearch/hermes-agent/pull/87525) et al.).
- **Interrupted commands no longer poison cwd** — the terminal won't adopt a stale working directory after an interrupt ([#&#8203;85654](https://github.com/NousResearch/hermes-agent/pull/85654) — [@&#8203;ethernet8023](https://github.com/ethernet8023)).
- **Windows rename contention recovery** ([#&#8203;84852](https://github.com/NousResearch/hermes-agent/pull/84852) — [@&#8203;OutThisLife](https://github.com/OutThisLife)); colon-bearing session IDs no longer break sandbox mounts ([#&#8203;93488](https://github.com/NousResearch/hermes-agent/pull/93488), consolidated 6 PRs).
- **Vision output uncapped** — aux vision calls stop clamping max\_tokens ([#&#8203;75253](https://github.com/NousResearch/hermes-agent/pull/75253) — [@&#8203;adikpb](https://github.com/adikpb)).
- **Subagent work protected** — delegate no longer deletes a child's uncommitted work when git inspection fails ([#&#8203;88419](https://github.com/NousResearch/hermes-agent/pull/88419) — [@&#8203;kshitijk4poor](https://github.com/kshitijk4poor)).

##### 🧩 Skills Ecosystem

- **Productivity skill wave** (salvaged from [@&#8203;community](https://github.com/community) proposals): document-to-action-items, meeting-action-items, email-inbox-triage, github-issue-to-pr, weekly-review-planning, competitor-news-monitor, product-price-monitor, social-media-content-calendar ([#&#8203;81185](https://github.com/NousResearch/hermes-agent/pull/81185), [#&#8203;81749](https://github.com/NousResearch/hermes-agent/pull/81749), [#&#8203;81672](https://github.com/NousResearch/hermes-agent/pull/81672), [#&#8203;81708](https://github.com/NousResearch/hermes-agent/pull/81708), [#&#8203;81936](https://github.com/NousResearch/hermes-agent/pull/81936), [#&#8203;81945](https://github.com/NousResearch/hermes-agent/pull/81945), [#&#8203;81906](https://github.com/NousResearch/hermes-agent/pull/81906), [#&#8203;81942](https://github.com/NousResearch/hermes-agent/pull/81942)).
- **HAR-derived API clients** — watch a website once, then call its hidden API directly with no browser ([#&#8203;70823](https://github.com/NousResearch/hermes-agent/pull/70823)).
- **publish-site** — versioned website publishing to GitHub/Cloudflare/Netlify Pages ([#&#8203;72189](https://github.com/NousResearch/hermes-agent/pull/72189)); **session-librarian** for prompt-driven session management ([#&#8203;84917](https://github.com/NousResearch/hermes-agent/pull/84917)); **blocked-page-recovery** fallback ladder ([#&#8203;84906](https://github.com/NousResearch/hermes-agent/pull/84906)); **merge-reconciler** for neutral multi-agent conflict resolution ([#&#8203;83063](https://github.com/NousResearch/hermes-agent/pull/83063)); Box productivity skill ([#&#8203;85767](https://github.com/NousResearch/hermes-agent/pull/85767)); ast-grep codemods ([#&#8203;80892](https://github.com/NousResearch/hermes-agent/pull/80892)); draw-your-font + simple-english optional skills ([#&#8203;80814](https://github.com/NousResearch/hermes-agent/pull/80814), [#&#8203;80811](https://github.com/NousResearch/hermes-agent/pull/80811)); plan-interrogation (evolved grill-me) ([#&#8203;97831](https://github.com/NousResearch/hermes-agent/pull/97831)).
- **Advisory SKILL.md linter on create** ([#&#8203;81896](https://github.com/NousResearch/hermes-agent/pull/81896)); skills-hub live-repo fallback for missing optional skills ([#&#8203;82780](https://github.com/NousResearch/hermes-agent/pull/82780)).

##### ⏰ Cron, Delegation & Multi-Agent

- **Cron memory + continuity** — see Highlights ([#&#8203;91447](https://github.com/NousResearch/hermes-agent/pull/91447), [#&#8203;80774](https://github.com/NousResearch/hermes-agent/pull/80774)).
- **Monitor-mode jobs** with hash-suppressed change detection ([#&#8203;81138](https://github.com/NousResearch/hermes-agent/pull/81138)); per-job durable notepads ([#&#8203;81139](https://github.com/NousResearch/hermes-agent/pull/81139)); pre-dispatch config validation ([#&#8203;81140](https://github.com/NousResearch/hermes-agent/pull/81140)); acked failure signatures stop re-pinging ([#&#8203;95017](https://github.com/NousResearch/hermes-agent/pull/95017)); per-job reasoning-effort pinning ([#&#8203;91244](https://github.com/NousResearch/hermes-agent/pull/91244)); "Trigger now" executes immediately and safely ([#&#8203;70638](https://github.com/NousResearch/hermes-agent/pull/70638) — [@&#8203;smwbev](https://github.com/smwbev)); model-drift impact surfaced in Desktop ([#&#8203;83266](https://github.com/NousResearch/hermes-agent/pull/83266) — [@&#8203;ctaylor86](https://github.com/ctaylor86)).
- **Live subagent orchestration** — see Highlights ([#&#8203;85232](https://github.com/NousResearch/hermes-agent/pull/85232)); structured-output schemas on delegate\_task ([#&#8203;81144](https://github.com/NousResearch/hermes-agent/pull/81144)); batch-quality validation before spawning ([#&#8203;81141](https://github.com/NousResearch/hermes-agent/pull/81141)); truncation markers on capped children ([#&#8203;86641](https://github.com/NousResearch/hermes-agent/pull/86641)).
- **Kanban hardening** — collision-hotspot flagging ([#&#8203;83428](https://github.com/NousResearch/hermes-agent/pull/83428)), split-brain decision-ownership contract ([#&#8203;83424](https://github.com/NousResearch/hermes-agent/pull/83424)), memory-aware dispatch guard ([#&#8203;88115](https://github.com/NousResearch/hermes-agent/pull/88115)), notify/wake delivery modes ([#&#8203;85487](https://github.com/NousResearch/hermes-agent/pull/85487)).

##### 📊 Observability

- **Model/provider usage reporting** and bounded tool-metrics aggregation land as an observability subsystem ([#&#8203;68881](https://github.com/NousResearch/hermes-agent/pull/68881), [#&#8203;68882](https://github.com/NousResearch/hermes-agent/pull/68882) — [@&#8203;afourniernv](https://github.com/afourniernv)), with lifecycle ops bounded so a wedged pipeline can never block the agent ([#&#8203;83514](https://github.com/NousResearch/hermes-agent/pull/83514) — [@&#8203;victor-kyriazakos](https://github.com/victor-kyriazakos)).

##### 🔒 Security & Reliability

- **Protected instruction files** — writes to AGENTS.md/skills/memory always require approval ([#&#8203;81152](https://github.com/NousResearch/hermes-agent/pull/81152)).
- **Redaction sweep** — emission gaps closed across env-name variants, control-splits, process(list), checkpoints ([#&#8203;80965](https://github.com/NousResearch/hermes-agent/pull/80965)); `.env` reads redacted via file-read detection ([#&#8203;80964](https://github.com/NousResearch/hermes-agent/pull/80964)); terminal exception results + ACP stderr ([#&#8203;81675](https://github.com/NousResearch/hermes-agent/pull/81675), [#&#8203;81686](https://github.com/NousResearch/hermes-agent/pull/81686)); SSH target logging ([#&#8203;88232](https://github.com/NousResearch/hermes-agent/pull/88232)).
- **Windows approval coverage** — destructive Windows commands and paths now trip the approval system ([#&#8203;84428](https://github.com/NousResearch/hermes-agent/pull/84428)).
- **Supply-chain response** — the Blender MCP catalog entry and skill were removed after an upstream compromise ([#&#8203;83404](https://github.com/NousResearch/hermes-agent/pull/83404)); plugin installs get Tier-1 security scanning ([#&#8203;80728](https://github.com/NousResearch/hermes-agent/pull/80728)).
- **macOS TCC identity** — permission grants survive every update via `hermes desktop --setup-tcc-identity` ([#&#8203;95091](https://github.com/NousResearch/hermes-agent/pull/95091)).
- **PKCE cookie fix** — SameSite=None over HTTPS with a matching clear path ([#&#8203;83536](https://github.com/NousResearch/hermes-agent/pull/83536) — [@&#8203;benbarclay](https://github.com/benbarclay)).

##### 🏗️ Infrastructure, CI & Packaging

- **Real-OS CI** — macOS and Windows CI lanes with tests gated by real host OS ([#&#8203;77992](https://github.com/NousResearch/hermes-agent/pull/77992) — [@&#8203;ethernet8023](https://github.com/ethernet8023)); work lanes on 32-core runners ([#&#8203;92009](https://github.com/NousResearch/hermes-agent/pull/92009)); review comments + image builds moved out of the hot CI path ([#&#8203;82668](https://github.com/NousResearch/hermes-agent/pull/82668)).
- **Bootstrap installer** no longer waits on pipe EOF ([#&#8203;90941](https://github.com/NousResearch/hermes-agent/pull/90941) — [@&#8203;OutThisLife](https://github.com/OutThisLife)).

##### 🐛 Notable Bug Fixes

- Desktop session races (Stop→edit/resend, submit ownership) fixed as a cluster ([#&#8203;86594](https://github.com/NousResearch/hermes-agent/pull/86594)); workspace-pane idle flicker ([#&#8203;97513](https://github.com/NousResearch/hermes-agent/pull/97513)); assistant-ui boundary recovery ([#&#8203;81232](https://github.com/NousResearch/hermes-agent/pull/81232)).
- Kanban schema re-creation when a cached DB path loses it ([#&#8203;83619](https://github.com/NousResearch/hermes-agent/pull/83619) — [@&#8203;JoaoMarcos44](https://github.com/JoaoMarcos44)).
- Cron jobs no longer inherit a kanban worker's dispatcher identity ([#&#8203;79657](https://github.com/NousResearch/hermes-agent/pull/79657) — [@&#8203;kshitijk4poor](https://github.com/kshitijk4poor)); relay-fronted Slack cron delivery ([#&#8203;85340](https://github.com/NousResearch/hermes-agent/pull/85340) — [@&#8203;victor-kyriazakos](https://github.com/victor-kyriazakos)).
- Model-picker serves cached custom-provider catalogs on no-probe opens ([#&#8203;81973](https://github.com/NousResearch/hermes-agent/pull/81973) — [@&#8203;austinpickett](https://github.com/austinpickett)).
- Docker sandbox MEDIA attachments no longer silently drop ([#&#8203;94509](https://github.com/NousResearch/hermes-agent/pull/94509)); desktop binary attachments delivered into sandbox backends ([#&#8203;81717](https://github.com/NousResearch/hermes-agent/pull/81717)).
- Session-hygiene compaction cooldown escalates on repeat failures ([#&#8203;79741](https://github.com/NousResearch/hermes-agent/pull/79741) — [@&#8203;kshitijk4poor](https://github.com/kshitijk4poor)).
- Provider-injected parameter 400s retried instead of aborting the turn ([#&#8203;91643](https://github.com/NousResearch/hermes-agent/pull/91643)).
- …and roughly two thousand more closed issues' worth — this window averaged \~85 merged PRs per day.

##### ↩️ Reverted in this window (not shipping)

- **Model Council mode (/council)** — landed then reverted; not in this release.
- **DCP context engine** — landed then reverted; not in this release.
- **WS-only gateway server ([#&#8203;94245](https://github.com/NousResearch/hermes-agent/issues/94245))** — merged then reverted ([#&#8203;96118](https://github.com/NousResearch/hermes-agent/issues/96118)); FastAPI remains on the desktop boot path. The seq-stamped event replay ([#&#8203;94219](https://github.com/NousResearch/hermes-agent/issues/94219)) DID ship.
- Electron rolled back to 40.10.2; TCC interpreter anchor removed (superseded by the signing-identity approach that shipped).

##### 👥 Contributors

##### Core Team (Nous Research)

- **[@&#8203;teknium1](https://github.com/teknium1)** — release direction, Bot Mode, MCP command center, cron memory, and \~1,340 merged PRs
- **[@&#8203;kshitijk4poor](https://github.com/kshitijk4poor)** (374 PRs) — gateway delivery classes, session persistence, event replay, MoA/caching fixes
- **[@&#8203;OutThisLife](https://github.com/OutThisLife)** (209 PRs) — desktop architecture, Bot Mode UI, in-app browser, update hand-off
- **[@&#8203;ethernet8023](https://github.com/ethernet8023)** (38 PRs) — OS-gated CI lanes, clarify multi-question, tool cwd safety, aux structured-output resilience
- **[@&#8203;benbarclay](https://github.com/benbarclay)** (17 PRs) — relay voice STT, Slack link previews, PKCE
- **[@&#8203;victor-kyriazakos](https://github.com/victor-kyriazakos)** (15 PRs) — relay live cards, observability bounding
- **[@&#8203;rob-maron](https://github.com/rob-maron)**, **[@&#8203;austinpickett](https://github.com/austinpickett)**, **[@&#8203;jquesnelle](https://github.com/jquesnelle)**, **[@&#8203;shannonsands](https://github.com/shannonsands)** — providers, dashboard, model catalogs, and more

##### Top Community Contributors (by merged PR count)

- **[@&#8203;helix4u](https://github.com/helix4u)** (31 PRs) — wake-word capture, session UX, fix wave across desktop and gateway
- **[@&#8203;fangliquanflq](https://github.com/fangliquanflq)** (17 PRs) — stalled-provider recovery and agent-loop resilience
- **[@&#8203;bbednarski9](https://github.com/bbednarski9)** — relay native plugin integration; **[@&#8203;HexLab98](https://github.com/HexLab98)**, **[@&#8203;xxxigm](https://github.com/xxxigm)**, **[@&#8203;afourniernv](https://github.com/afourniernv)** (observability), **[@&#8203;liuhao1024](https://github.com/liuhao1024)**, **[@&#8203;Christopher-Schulze](https://github.com/Christopher-Schulze)**, **[@&#8203;Adolanium](https://github.com/Adolanium)**, **[@&#8203;webtecnica](https://github.com/webtecnica)**, **[@&#8203;smwbev](https://github.com/smwbev)** (cron Trigger-now), **[@&#8203;ctaylor86](https://github.com/ctaylor86)** (cron drift in Desktop), **[@&#8203;JoaoMarcos44](https://github.com/JoaoMarcos44)** (kanban schema recovery), **[@&#8203;jackulau](https://github.com/jackulau)** (SessionDB context manager), **[@&#8203;adikpb](https://github.com/adikpb)** (vision output caps), **[@&#8203;dokterdok](https://github.com/dokterdok)** (Bot Mode unification), and many more.

##### All Contributors

Huge thanks to every one of the 760+ people who contributed code, co-authored fixes, or had their work salvaged into this release:

[@&#8203;03farren](https://github.com/03farren), [@&#8203;0xarkstar](https://github.com/0xarkstar), [@&#8203;0xGr1mm](https://github.com/0xGr1mm), [@&#8203;0xWhiteMage](https://github.com/0xWhiteMage), [@&#8203;100yenadmin](https://github.com/100yenadmin), [@&#8203;1052326311](https://github.com/1052326311), [@&#8203;29206394](https://github.com/29206394), [@&#8203;2ndNatureAI](https://github.com/2ndNatureAI), [@&#8203;3Nya3](https://github.com/3Nya3),
[@&#8203;3x3xX3N0N](https://github.com/3x3xX3N0N), [@&#8203;404Dealer](https://github.com/404Dealer), [@&#8203;4adwentures](https://github.com/4adwentures), [@&#8203;5Hyeons](https://github.com/5Hyeons), [@&#8203;686f6c61](https://github.com/686f6c61), [@&#8203;69k4xmdfm2-blip](https://github.com/69k4xmdfm2-blip), [@&#8203;6ylqq](https://github.com/6ylqq), [@&#8203;75day](https://github.com/75day), [@&#8203;a-espinoza](https://github.com/a-espinoza),
[@&#8203;A-Snegin](https://github.com/A-Snegin), [@&#8203;a-yeyang](https://github.com/a-yeyang), [@&#8203;a0000001](https://github.com/a0000001), [@&#8203;A2chitect](https://github.com/A2chitect), [@&#8203;abitme](https://github.com/abitme), [@&#8203;abundantbeing](https://github.com/abundantbeing), [@&#8203;acewong7](https://github.com/acewong7), [@&#8203;acgh213](https://github.com/acgh213), [@&#8203;adamcap926](https://github.com/adamcap926),
[@&#8203;addelh](https://github.com/addelh), [@&#8203;adikpb](https://github.com/adikpb), [@&#8203;Adolanium](https://github.com/Adolanium), [@&#8203;adurham](https://github.com/adurham), [@&#8203;adybag14-cyber](https://github.com/adybag14-cyber), [@&#8203;afourniernv](https://github.com/afourniernv), [@&#8203;ag9920](https://github.com/ag9920), [@&#8203;ahmadalzaro1](https://github.com/ahmadalzaro1), [@&#8203;Ahmett101](https://github.com/Ahmett101),
[@&#8203;ai-ag2026](https://github.com/ai-ag2026), [@&#8203;AIalliAI](https://github.com/AIalliAI), [@&#8203;aider4ryder](https://github.com/aider4ryder), [@&#8203;Ailirag](https://github.com/Ailirag), [@&#8203;Aintworth](https://github.com/Aintworth), [@&#8203;airo7](https://github.com/airo7), [@&#8203;AiwendilInTheWoods](https://github.com/AiwendilInTheWoods), [@&#8203;akivavh](https://github.com/akivavh), [@&#8203;AL-ZiLLA](https://github.com/AL-ZiLLA),
[@&#8203;Al3xand3r1987](https://github.com/Al3xand3r1987), [@&#8203;albertodepaola](https://github.com/albertodepaola), [@&#8203;aldoeliacim](https://github.com/aldoeliacim), [@&#8203;aleksclark](https://github.com/aleksclark), [@&#8203;AlexanderPrendota](https://github.com/AlexanderPrendota), [@&#8203;alexdev03](https://github.com/alexdev03), [@&#8203;AlexFucuson9](https://github.com/AlexFucuson9),
[@&#8203;AlexGabbia](https://github.com/AlexGabbia), [@&#8203;AlexMnrs](https://github.com/AlexMnrs), [@&#8203;algf](https://github.com/algf), [@&#8203;Allecpu](https://github.com/Allecpu), [@&#8203;allin2](https://github.com/allin2), [@&#8203;alt-glitch](https://github.com/alt-glitch), [@&#8203;amanning3390](https://github.com/amanning3390), [@&#8203;andrexibiza](https://github.com/andrexibiza), [@&#8203;andyst-dev](https://github.com/andyst-dev),
[@&#8203;angel12](https://github.com/angel12), [@&#8203;angeon922-collab](https://github.com/angeon922-collab), [@&#8203;Angriff36](https://github.com/Angriff36), [@&#8203;aniruddhaadak80](https://github.com/aniruddhaadak80), [@&#8203;annguyenNous](https://github.com/annguyenNous), [@&#8203;anuvratrastogi](https://github.com/anuvratrastogi), [@&#8203;Aoshi-Dev](https://github.com/Aoshi-Dev),
[@&#8203;appletechie](https://github.com/appletechie), [@&#8203;arccat-114](https://github.com/arccat-114), [@&#8203;arcimun](https://github.com/arcimun), [@&#8203;ArthurFranckPat](https://github.com/ArthurFranckPat), [@&#8203;aryaxo](https://github.com/aryaxo), [@&#8203;asdasdadhj](https://github.com/asdasdadhj), [@&#8203;ashah360](https://github.com/ashah360), [@&#8203;AshuJoshi](https://github.com/AshuJoshi), [@&#8203;asimons81](https://github.com/asimons81),
[@&#8203;assimovt](https://github.com/assimovt), [@&#8203;austinpickett](https://github.com/austinpickett), [@&#8203;AVW7](https://github.com/AVW7), [@&#8203;Axmr1](https://github.com/Axmr1), [@&#8203;aydnOktay](https://github.com/aydnOktay), [@&#8203;ayushnangia](https://github.com/ayushnangia), [@&#8203;baihemax](https://github.com/baihemax), [@&#8203;bananawalnut](https://github.com/bananawalnut), [@&#8203;Bartok9](https://github.com/Bartok9),
[@&#8203;bashrusakh](https://github.com/bashrusakh), [@&#8203;bbednarski9](https://github.com/bbednarski9), [@&#8203;BearHuddleston](https://github.com/BearHuddleston), [@&#8203;benbarclay](https://github.com/benbarclay), [@&#8203;benfrank241](https://github.com/benfrank241), [@&#8203;beplee](https://github.com/beplee), [@&#8203;bgrablin](https://github.com/bgrablin), [@&#8203;bka9](https://github.com/bka9), [@&#8203;BkashJEE](https://github.com/BkashJEE),
[@&#8203;BlackishGreen33](https://github.com/BlackishGreen33), [@&#8203;BlakeB254](https://github.com/BlakeB254), [@&#8203;blunkjamie-dev](https://github.com/blunkjamie-dev), [@&#8203;BobClawblaw](https://github.com/BobClawblaw), [@&#8203;bradmarshall987](https://github.com/bradmarshall987), [@&#8203;brian717](https://github.com/brian717), [@&#8203;briandevans](https://github.com/briandevans),
[@&#8203;BrianFranco](https://github.com/BrianFranco), [@&#8203;BrinShadewater](https://github.com/BrinShadewater), [@&#8203;brucexu-eth](https://github.com/brucexu-eth), [@&#8203;BrunoBza](https://github.com/BrunoBza), [@&#8203;buffpesos](https://github.com/buffpesos), [@&#8203;burak33bb](https://github.com/burak33bb), [@&#8203;C-EXCITE-STUDIO](https://github.com/C-EXCITE-STUDIO), [@&#8203;c-pompa](https://github.com/c-pompa),
[@&#8203;cadezhou](https://github.com/cadezhou), [@&#8203;calvinnwq](https://github.com/calvinnwq), [@&#8203;capt-marbles](https://github.com/capt-marbles), [@&#8203;carbongotfound](https://github.com/carbongotfound), [@&#8203;carlotestor](https://github.com/carlotestor), [@&#8203;Carry00](https://github.com/Carry00), [@&#8203;cation98](https://github.com/cation98), [@&#8203;ccowan93](https://github.com/ccowan93),
[@&#8203;cedricziel](https://github.com/cedricziel), [@&#8203;cervantesh](https://github.com/cervantesh), [@&#8203;cfdude](https://github.com/cfdude), [@&#8203;Chadmc9889](https://github.com/Chadmc9889), [@&#8203;CharZhou](https://github.com/CharZhou), [@&#8203;chelsealong](https://github.com/chelsealong), [@&#8203;chesterXalan](https://github.com/chesterXalan), [@&#8203;chillerno1](https://github.com/chillerno1),
[@&#8203;Christopher-Schulze](https://github.com/Christopher-Schulze), [@&#8203;chukirk-svg](https://github.com/chukirk-svg), [@&#8203;cicav](https://github.com/cicav), [@&#8203;citizendev9c](https://github.com/citizendev9c), [@&#8203;cj52973](https://github.com/cj52973), [@&#8203;clarkvines](https://github.com/clarkvines), [@&#8203;ClintonEmok](https://github.com/ClintonEmok), [@&#8203;clyu168](https://github.com/clyu168),
[@&#8203;cmoiccool](https://github.com/cmoiccool), [@&#8203;codexbt](https://github.com/codexbt), [@&#8203;coe0718](https://github.com/coe0718), [@&#8203;Cossackx](https://github.com/Cossackx), [@&#8203;coygeek](https://github.com/coygeek), [@&#8203;crazyhulk](https://github.com/crazyhulk), [@&#8203;CrazyWillBear](https://github.com/CrazyWillBear), [@&#8203;criptogus](https://github.com/criptogus), [@&#8203;cryptoyasenka](https://github.com/cryptoyasenka),
[@&#8203;ctaylor86](https://github.com/ctaylor86), [@&#8203;cvillarroel2](https://github.com/cvillarroel2), [@&#8203;cxxCoolStar](https://github.com/cxxCoolStar), [@&#8203;cycorld](https://github.com/cycorld), [@&#8203;dagbs](https://github.com/dagbs), [@&#8203;damadorPL](https://github.com/damadorPL), [@&#8203;DanBennettUK](https://github.com/DanBennettUK), [@&#8203;DanDo385](https://github.com/DanDo385),
[@&#8203;DannyFengTianYu](https://github.com/DannyFengTianYu), [@&#8203;Dannyzen](https://github.com/Dannyzen), [@&#8203;danspicytaco](https://github.com/danspicytaco), [@&#8203;dante32683](https://github.com/dante32683), [@&#8203;darko-mesaros](https://github.com/darko-mesaros), [@&#8203;daromaj](https://github.com/daromaj), [@&#8203;david-bartos-phrase](https://github.com/david-bartos-phrase),
[@&#8203;davidgut1982](https://github.com/davidgut1982), [@&#8203;DavidMetcalfe](https://github.com/DavidMetcalfe), [@&#8203;davidneyravyr](https://github.com/davidneyravyr), [@&#8203;daxro](https://github.com/daxro), [@&#8203;dcdexhome](https://github.com/dcdexhome), [@&#8203;deacon-botdoctor](https://github.com/deacon-botdoctor), [@&#8203;deadczarvc](https://github.com/deadczarvc), [@&#8203;deaneeth](https://github.com/deaneeth),
[@&#8203;DECRUX9812](https://github.com/DECRUX9812), [@&#8203;deepeet-git](https://github.com/deepeet-git), [@&#8203;deniqlab](https://github.com/deniqlab), [@&#8203;DeseretSaint](https://github.com/DeseretSaint), [@&#8203;dhanesh](https://github.com/dhanesh), [@&#8203;Dhruv7201](https://github.com/Dhruv7201), [@&#8203;dhruvkej9](https://github.com/dhruvkej9), [@&#8203;digitalbase](https://github.com/digitalbase),
[@&#8203;DmytroVolodymyrson](https://github.com/DmytroVolodymyrson), [@&#8203;dokterdok](https://github.com/dokterdok), [@&#8203;Dolverin](https://github.com/Dolverin), [@&#8203;dombejar](https://github.com/dombejar), [@&#8203;doncazper](https://github.com/doncazper), [@&#8203;dougatbuck](https://github.com/dougatbuck), [@&#8203;douxy1994](https://github.com/douxy1994), [@&#8203;dpersek](https://github.com/dpersek), [@&#8203;dplush](https://github.com/dplush),
[@&#8203;Drexuxux](https://github.com/Drexuxux), [@&#8203;drissman](https://github.com/drissman), [@&#8203;dromai](https://github.com/dromai), [@&#8203;dtownsel](https://github.com/dtownsel), [@&#8203;duclucky](https://github.com/duclucky), [@&#8203;Dudeman456](https://github.com/Dudeman456), [@&#8203;Dusk1e](https://github.com/Dusk1e), [@&#8203;dvbaecker](https://github.com/dvbaecker), [@&#8203;e-macgregor](https://github.com/e-macgregor),
[@&#8203;EAbaracus](https://github.com/EAbaracus), [@&#8203;eaglezzz0522-cloud](https://github.com/eaglezzz0522-cloud), [@&#8203;Eapwrk](https://github.com/Eapwrk), [@&#8203;easyvibecoding](https://github.com/easyvibecoding), [@&#8203;echoes666](https://github.com/echoes666), [@&#8203;egilewski](https://github.com/egilewski), [@&#8203;ehz0ah](https://github.com/ehz0ah), [@&#8203;ekinnee](https://github.com/ekinnee), [@&#8203;ekzhang](https://github.com/ekzhang),
[@&#8203;elbukott1](https://github.com/elbukott1), [@&#8203;elisam0](https://github.com/elisam0), [@&#8203;elphamale](https://github.com/elphamale), [@&#8203;ElSnacko](https://github.com/ElSnacko), [@&#8203;embwl0x](https://github.com/embwl0x), [@&#8203;emozilla](https://github.com/emozilla), [@&#8203;EMT5320](https://github.com/EMT5320), [@&#8203;EndeavorYen](https://github.com/EndeavorYen), [@&#8203;Enough1122](https://github.com/Enough1122),
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[@&#8203;etzelvon](https://github.com/etzelvon), [@&#8203;EvanProgramming](https://github.com/EvanProgramming), [@&#8203;EvenXieWF](https://github.com/EvenXieWF), [@&#8203;explainanalyze](https://github.com/explainanalyze), [@&#8203;f-trycua](https://github.com/f-trycua), [@&#8203;fanfan343](https://github.com/fanfan343), [@&#8203;fangliquanflq](https://github.com/fangliquanflq), [@&#8203;fattchris](https://github.com/fattchris),
[@&#8203;felix-windsor](https://github.com/felix-windsor), [@&#8203;Finn763](https://github.com/Finn763), [@&#8203;flaviovargasbrandao](https://github.com/flaviovargasbrandao), [@&#8203;Fly-onlyone](https://github.com/Fly-onlyone), [@&#8203;flyingdoubleG](https://github.com/flyingdoubleG), [@&#8203;forkercat](https://github.com/forkercat),
[@&#8203;francialisomlimoeiro](https://github.com/francialisomlimoeiro), [@&#8203;francip](https://github.com/francip), [@&#8203;frankmendes1979](https://github.com/frankmendes1979), [@&#8203;fred0m](https://github.com/fred0m), [@&#8203;frendo](https://github.com/frendo), [@&#8203;frizikk](https://github.com/frizikk), [@&#8203;frohsinnllc](https://github.com/frohsinnllc), [@&#8203;Frowtek](https://github.com/Frowtek),
[@&#8203;fukutake1207](https://github.com/fukutake1207), [@&#8203;fyzanshaik](https://github.com/fyzanshaik), [@&#8203;GarlicGo](https://github.com/GarlicGo), [@&#8203;Gateton](https://github.com/Gateton), [@&#8203;georgell-ceo](https://github.com/georgell-ceo), [@&#8203;gfriesen1](https://github.com/gfriesen1), [@&#8203;gigabyte22](https://github.com/gigabyte22), [@&#8203;gigashad](https://github.com/gigashad), [@&#8203;gijoby](https://github.com/gijoby),
[@&#8203;gitong](https://github.com/gitong), [@&#8203;gkd2323c](https://github.com/gkd2323c), [@&#8203;gnanirahulnutakki](https://github.com/gnanirahulnutakki), [@&#8203;GodsBoy](https://github.com/GodsBoy), [@&#8203;gokay-ai](https://github.com/gokay-ai), [@&#8203;goktugvatandas](https://github.com/goktugvatandas), [@&#8203;golldyck](https://github.com/golldyck), [@&#8203;goodchang77](https://github.com/goodchang77), [@&#8203;GottZ](https://github.com/GottZ),
[@&#8203;grahfmusic](https://github.com/grahfmusic), [@&#8203;gregorustar-maker](https://github.com/gregorustar-maker), [@&#8203;greyvito](https://github.com/greyvito), [@&#8203;gsy324](https://github.com/gsy324), [@&#8203;guanla-zz](https://github.com/guanla-zz), [@&#8203;guilhermeartileshubsai](https://github.com/guilhermeartileshubsai), [@&#8203;guilhermeraiuga](https://github.com/guilhermeraiuga),
[@&#8203;h-mascot](https://github.com/h-mascot), [@&#8203;h8hawk](https://github.com/h8hawk), [@&#8203;Haakam21](https://github.com/Haakam21), [@&#8203;Haik-G](https://github.com/Haik-G), [@&#8203;halaprix](https://github.com/halaprix), [@&#8203;Halldrix](https://github.com/Halldrix), [@&#8203;handnewb](https://github.com/handnewb), [@&#8203;Hangzian](https://github.com/Hangzian), [@&#8203;hanhvs](https://github.com/hanhvs), [@&#8203;hansai-art](https://github.com/hansai-art),
[@&#8203;HAOWANG116](https://github.com/HAOWANG116), [@&#8203;HarishDarko](https://github.com/HarishDarko), [@&#8203;hbentel](https://github.com/hbentel), [@&#8203;helix4u](https://github.com/helix4u), [@&#8203;HenryGHJ](https://github.com/HenryGHJ), [@&#8203;hermias1](https://github.com/hermias1), [@&#8203;HexLab98](https://github.com/HexLab98), [@&#8203;hillimited](https://github.com/hillimited), [@&#8203;Hjharris1](https://github.com/Hjharris1),
[@&#8203;hkfiberlaser-svg](https://github.com/hkfiberlaser-svg), [@&#8203;honor2030](https://github.com/honor2030), [@&#8203;howdeploy](https://github.com/howdeploy), [@&#8203;hsearcy](https://github.com/hsearcy), [@&#8203;huklaa](https://github.com/huklaa), [@&#8203;hustwkr](https://github.com/hustwkr), [@&#8203;hutao562](https://github.com/hutao562), [@&#8203;hxwvaa](https://github.com/hxwvaa), [@&#8203;IAvecilla](https://github.com/IAvecilla),
[@&#8203;icemeng](https://github.com/icemeng), [@&#8203;infinitycrew39](https://github.com/infinitycrew39), [@&#8203;infocentr](https://github.com/infocentr), [@&#8203;InphinitiZ](https://github.com/InphinitiZ), [@&#8203;insane66613](https://github.com/insane66613), [@&#8203;Inspired-by-Atmosphere](https://github.com/Inspired-by-Atmosphere), [@&#8203;intelac](https://github.com/intelac),
[@&#8203;intellectronica](https://github.com/intellectronica), [@&#8203;isak-ialogics](https://github.com/isak-ialogics), [@&#8203;ishanparihar](https://github.com/ishanparihar), [@&#8203;isheng-eqi](https://github.com/isheng-eqi), [@&#8203;Ishman82](https://github.com/Ishman82), [@&#8203;iskysun96](https://github.com/iskysun96), [@&#8203;iso2kx](https://github.com/iso2kx), [@&#8203;itsflownium](https://github.com/itsflownium),
[@&#8203;izumi0uu](https://github.com/izumi0uu), [@&#8203;Jaaneek](https://github.com/Jaaneek), [@&#8203;Jackal991](https://github.com/Jackal991), [@&#8203;jackijianxa](https://github.com/jackijianxa), [@&#8203;jackoconner45](https://github.com/jackoconner45), [@&#8203;jackulau](https://github.com/jackulau), [@&#8203;jaimedhenriques](https://github.com/jaimedhenriques), [@&#8203;james47kjv](https://github.com/james47kjv),
[@&#8203;jbagdonas](https://github.com/jbagdonas), [@&#8203;jcjc81](https://github.com/jcjc81), [@&#8203;jdgg777](https://github.com/jdgg777), [@&#8203;jeeves-assistant](https://github.com/jeeves-assistant), [@&#8203;jeff-mettel](https://github.com/jeff-mettel), [@&#8203;Jefftree](https://github.com/Jefftree), [@&#8203;JElfferich](https://github.com/JElfferich), [@&#8203;jeremyrandria-debug](https://github.com/jeremyrandria-debug),
[@&#8203;JinUltimate1995](https://github.com/JinUltimate1995), [@&#8203;jirathip-k](https://github.com/jirathip-k), [@&#8203;jmmaloney4](https://github.com/jmmaloney4), [@&#8203;JoaoMarcos44](https://github.com/JoaoMarcos44), [@&#8203;joe-rodgers](https://github.com/joe-rodgers), [@&#8203;joe050860](https://github.com/joe050860), [@&#8203;John-Lussier](https://github.com/John-Lussier),
[@&#8203;Johnny-xuan](https://github.com/Johnny-xuan), [@&#8203;johnrazmus](https://github.com/johnrazmus), [@&#8203;johnsonAyo](https://github.com/johnsonAyo), [@&#8203;jonpol01](https://github.com/jonpol01), [@&#8203;JonthanaHanh](https://github.com/JonthanaHanh), [@&#8203;JoshPaulie](https://github.com/JoshPaulie), [@&#8203;Jreevo](https://github.com/Jreevo), [@&#8203;jtstothard](https://github.com/jtstothard),
[@&#8203;Julientalbot](https://github.com/Julientalbot), [@&#8203;justcarlosm](https://github.com/justcarlosm), [@&#8203;justinbowes](https://github.com/justinbowes), [@&#8203;justinjohnson25600](https://github.com/justinjohnson25600), [@&#8203;jwtor7](https://github.com/jwtor7), [@&#8203;k0rnacki](https://github.com/k0rnacki), [@&#8203;kadiratesdev](https://github.com/kadiratesdev),
[@&#8203;Kailigithub](https://github.com/Kailigithub), [@&#8203;kaishi00](https://github.com/kaishi00), [@&#8203;KarateWilly](https://github.com/KarateWilly), [@&#8203;kas-cor](https://github.com/kas-cor), [@&#8203;katie-lpd](https://github.com/katie-lpd), [@&#8203;Kavyrocom](https://github.com/Kavyrocom), [@&#8203;KBANTH](https://github.com/KBANTH), [@&#8203;kchernev](https://github.com/kchernev), [@&#8203;KeaneYan](https://github.com/KeaneYan),
[@&#8203;kernel-t1](https://github.com/kernel-t1), [@&#8203;KeroZelvin](https://github.com/KeroZelvin), [@&#8203;kerpopule](https://github.com/kerpopule), [@&#8203;KHALIDagara](https://github.com/KHALIDagara), [@&#8203;KhanCold](https://github.com/KhanCold), [@&#8203;khanhngoo](https://github.com/khanhngoo), [@&#8203;KIAgent01](https://github.com/KIAgent01), [@&#8203;kim-miram](https://github.com/kim-miram), [@&#8203;kimyxx](https://github.com/kimyxx),
[@&#8203;Kinkoolino-Hermes](https://github.com/Kinkoolino-Hermes), [@&#8203;kinsolee](https://github.com/kinsolee), [@&#8203;kitsonk](https://github.com/kitsonk), [@&#8203;klaus765](https://github.com/klaus765), [@&#8203;koltyj](https://github.com/koltyj), [@&#8203;konsisumer](https://github.com/konsisumer), [@&#8203;kronexoi](https://github.com/kronexoi), [@&#8203;krunkosaurus](https://github.com/krunkosaurus),
[@&#8203;kshitijk4poor](https://github.com/kshitijk4poor), [@&#8203;kudapara](https://github.com/kudapara), [@&#8203;kvnloo](https://github.com/kvnloo), [@&#8203;kweiner](https://github.com/kweiner), [@&#8203;kyssta-exe](https://github.com/kyssta-exe), [@&#8203;Kyzcreig](https://github.com/Kyzcreig), [@&#8203;laithrw](https://github.com/laithrw), [@&#8203;lakshyaag-tavily](https://github.com/lakshyaag-tavily), [@&#8203;landaun](https://github.com/landaun),
[@&#8203;laulopezreal](https://github.com/laulopezreal), [@&#8203;laviesony](https://github.com/laviesony), [@&#8203;lazy-idler](https://github.com/lazy-idler), [@&#8203;LBeghini](https://github.com/LBeghini), [@&#8203;leeclouddragon](https://github.com/leeclouddragon), [@&#8203;Leegenux](https://github.com/Leegenux), [@&#8203;LemonSchneid](https://github.com/LemonSchneid), [@&#8203;LeonardoLGDS](https://github.com/LeonardoLGDS),
[@&#8203;leonphull](https://github.com/leonphull), [@&#8203;LeonSGP43](https://github.com/LeonSGP43), [@&#8203;lepetitprince716-prog](https://github.com/lepetitprince716-prog), [@&#8203;Lesnak1](https://github.com/Lesnak1), [@&#8203;lesterlxt](https://github.com/lesterlxt), [@&#8203;lesyuk](https://github.com/lesyuk), [@&#8203;lEWFkRAD](https://github.com/lEWFkRAD), [@&#8203;lextiz](https://github.com/lextiz), [@&#8203;lgy1027](https://github.com/lgy1027),
[@&#8203;Lidang-Jiang](https://github.com/Lidang-Jiang), [@&#8203;lilShawtty-byte](https://github.com/lilShawtty-byte), [@&#8203;lin-hongkuan](https://github.com/lin-hongkuan), [@&#8203;liuhao1024](https://github.com/liuhao1024), [@&#8203;liusencomic-cyber](https://github.com/liusencomic-cyber), [@&#8203;lkz-de](https://github.com/lkz-de), [@&#8203;loafoe](https://github.com/loafoe), [@&#8203;locker95](https://github.com/locker95),
[@&#8203;LordMelkor](https://github.com/LordMelkor), [@&#8203;lorzl](https://github.com/lorzl), [@&#8203;lost9999](https://github.com/lost9999), [@&#8203;loulanyue](https://github.com/loulanyue), [@&#8203;LovePlayCode](https://github.com/LovePlayCode), [@&#8203;luckygreen](https://github.com/luckygreen), [@&#8203;lukeroberts](https://github.com/lukeroberts), [@&#8203;luoxiao6645](https://github.com/luoxiao6645), [@&#8203;luxles](https://github.com/luxles),
[@&#8203;m1k3s0](https://github.com/m1k3s0), [@&#8203;Mabolla](https://github.com/Mabolla), [@&#8203;MagMueller](https://github.com/MagMueller), [@&#8203;magnus919](https://github.com/magnus919), [@&#8203;magnuslundstedt](https://github.com/magnuslundstedt), [@&#8203;MaheshBhushan](https://github.com/MaheshBhushan), [@&#8203;MarcoFernstaedt](https://github.com/MarcoFernstaedt), [@&#8203;mariobgsp](https://github.com/mariobgsp),
[@&#8203;marketing2981](https://github.com/marketing2981), [@&#8203;markmcd](https://github.com/markmcd), [@&#8203;markmnl](https://github.com/markmnl), [@&#8203;MarkVLK](https://github.com/MarkVLK), [@&#8203;marzukia](https://github.com/marzukia), [@&#8203;Mat-London](https://github.com/Mat-London), [@&#8203;matsvarn](https://github.com/matsvarn), [@&#8203;mattprusak](https://github.com/mattprusak), [@&#8203;MaximCrabbe](https://github.com/MaximCrabbe),
[@&#8203;maxmilian](https://github.com/maxmilian), [@&#8203;mehmetkr-31](https://github.com/mehmetkr-31), [@&#8203;Mengchee118](https://github.com/Mengchee118), [@&#8203;menhguin](https://github.com/menhguin), [@&#8203;metamindedu](https://github.com/metamindedu), [@&#8203;michaelHMK](https://github.com/michaelHMK), [@&#8203;michaelsam94](https://github.com/michaelsam94), [@&#8203;milnerrad](https://github.com/milnerrad),
[@&#8203;MindDragonLabs](https://github.com/MindDragonLabs), [@&#8203;misterdas](https://github.com/misterdas), [@&#8203;mjolley9](https://github.com/mjolley9), [@&#8203;mmcallister8](https://github.com/mmcallister8), [@&#8203;mmcclean-aws](https://github.com/mmcclean-aws), [@&#8203;mmchuangyt-ai](https://github.com/mmchuangyt-ai), [@&#8203;moisesvalero](https://github.com/moisesvalero), [@&#8203;mollusk](https://github.com/mollusk),
[@&#8203;monerostar](https://github.com/monerostar), [@&#8203;Morad37](https://github.com/Morad37), [@&#8203;mrkillbob](https://github.com/mrkillbob), [@&#8203;mrmixx-max](https://github.com/mrmixx-max), [@&#8203;mrsucesso](https://github.com/mrsucesso), [@&#8203;MrTheSoulz](https://github.com/MrTheSoulz), [@&#8203;MustafaK99](https://github.com/MustafaK99), [@&#8203;myk0la-b](https://github.com/myk0la-b), [@&#8203;mzkarami](https://github.com/mzkarami),
[@&#8203;n-leezy](https://github.com/n-leezy), [@&#8203;n1majne3](https://github.com/n1majne3), [@&#8203;NaMinhyeok](https://github.com/NaMinhyeok), [@&#8203;nanami7777777](https://github.com/nanami7777777), [@&#8203;nankingjing](https://github.com/nankingjing), [@&#8203;natebransc](https://github.com/natebransc), [@&#8203;nateEc](https://github.com/nateEc), [@&#8203;Navlem](https://github.com/Navlem), [@&#8203;nbxuhk](https://github.com/nbxuhk),
[@&#8203;nductien](https://github.com/nductien), [@&#8203;Ne0teric](https://github.com/Ne0teric), [@&#8203;NealZhouPanda](https://github.com/NealZhouPanda), [@&#8203;necoweb3](https://github.com/necoweb3), [@&#8203;negroni334](https://github.com/negroni334), [@&#8203;nftpoetrist](https://github.com/nftpoetrist), [@&#8203;nicochase](https://github.com/nicochase), [@&#8203;Nicolas-Formenton](https://github.com/Nicolas-Formenton),
[@&#8203;nicolasdmolina](https://github.com/nicolasdmolina), [@&#8203;nikitaBarkov](https://github.com/nikitaBarkov), [@&#8203;NikolaRHristov](https://github.com/NikolaRHristov), [@&#8203;noahingh](https://github.com/noahingh), [@&#8203;nolanchic](https://github.com/nolanchic), [@&#8203;NorethSea](https://github.com/NorethSea), [@&#8203;notkisk](https://github.com/notkisk), [@&#8203;notwitcheer](https://github.com/notwitcheer),
[@&#8203;NousResearch](https://github.com/NousResearch), [@&#8203;null-runner](https://github.com/null-runner), [@&#8203;ojassharma7](https://github.com/ojassharma7), [@&#8203;oliver-mee](https://github.com/oliver-mee), [@&#8203;olympusbuildz](https://github.com/olympusbuildz), [@&#8203;OmarB97](https://github.com/OmarB97), [@&#8203;ooiuuii](https://github.com/ooiuuii), [@&#8203;openclaww-xz](https://github.com/openclaww-xz),
[@&#8203;opti-josh-holt](https://github.com/opti-josh-holt), [@&#8203;osgeek90](https://github.com/osgeek90), [@&#8203;ousiaresearch](https://github.com/ousiaresearch), [@&#8203;OutThisLife](https://github.com/OutThisLife), [@&#8203;Owen-narcissus](https://github.com/Owen-narcissus), [@&#8203;paoloantinori](https://github.com/paoloantinori), [@&#8203;Parker-Fawcett](https://github.com/Parker-Fawcett),
[@&#8203;pasevin](https://github.com/pasevin), [@&#8203;pasmud](https://github.com/pasmud), [@&#8203;PaulBlackSwan](https://github.com/PaulBlackSwan), [@&#8203;paultaki](https://github.com/paultaki), [@&#8203;peetteerr](https://github.com/peetteerr), [@&#8203;pefontana](https://github.com/pefontana), [@&#8203;Per0-1](https://github.com/Per0-1), [@&#8203;pierrenode](https://github.com/pierrenode), [@&#8203;PINKIIILQWQ](https://github.com/PINKIIILQWQ),
[@&#8203;pittosporum-seu](https://github.com/pittosporum-seu), [@&#8203;pju-hoge](https://github.com/pju-hoge), [@&#8203;plcunha](https://github.com/plcunha), [@&#8203;Pluviobyte](https://github.com/Pluviobyte), [@&#8203;pmos69](https://github.com/pmos69), [@&#8203;pnascimento9596](https://github.com/pnascimento9596), [@&#8203;poisdahl](https://github.com/poisdahl), [@&#8203;potatosalad](https://github.com/potatosalad),
[@&#8203;prashantjain25](https://github.com/prashantjain25), [@&#8203;PRATHAMESH75](https://github.com/PRATHAMESH75), [@&#8203;professorpalmer](https://github.com/professorpalmer), [@&#8203;projetsjsl](https://github.com/projetsjsl), [@&#8203;protas-box](https://github.com/protas-box), [@&#8203;qazasdsdqaza](https://github.com/qazasdsdqaza), [@&#8203;QDung210](https://github.com/QDung210),
[@&#8203;qixuancao](https://github.com/qixuancao), [@&#8203;QuarkAssistant](https://github.com/QuarkAssistant), [@&#8203;quocanh261997](https://github.com/quocanh261997), [@&#8203;ragingbulld](https://github.com/ragingbulld), [@&#8203;rainbowgore](https://github.com/rainbowgore), [@&#8203;rapsealk](https://github.com/rapsealk), [@&#8203;Raven26-VooDoo](https://github.com/Raven26-VooDoo),
[@&#8203;RaviTharuma](https://github.com/RaviTharuma), [@&#8203;RayCharlizard](https://github.com/RayCharlizard), [@&#8203;razultull](https://github.com/razultull), [@&#8203;re-ITRT](https://github.com/re-ITRT), [@&#8203;Reksely](https://github.com/Reksely), [@&#8203;RelaxJonh](https://github.com/RelaxJonh), [@&#8203;repfigit](https://github.com/repfigit), [@&#8203;RGerrish](https://github.com/RGerrish), [@&#8203;RibatTRW](https://github.com/RibatTRW),
[@&#8203;RichardGuan1](https://github.com/RichardGuan1), [@&#8203;RichardHojunJang](https://github.com/RichardHojunJang), [@&#8203;richardhowes](https://github.com/richardhowes), [@&#8203;RickyYii](https://github.com/RickyYii), [@&#8203;rikkarth](https://github.com/rikkarth), [@&#8203;rille111](https://github.com/rille111), [@&#8203;Ringo6107](https://github.com/Ringo6107), [@&#8203;rjhilgefort](https://github.com/rjhilgefort),
[@&#8203;rjvandeve](https://github.com/rjvandeve), [@&#8203;rkfshakti](https://github.com/rkfshakti), [@&#8203;rlaope](https://github.com/rlaope), [@&#8203;Rmohid](https://github.com/Rmohid), [@&#8203;rob-maron](https://github.com/rob-maron), [@&#8203;rodrigogs](https://github.com/rodrigogs), [@&#8203;royalaid](https://github.com/royalaid), [@&#8203;royzhrxy-glitch](https://github.com/royzhrxy-glitch), [@&#8203;rroverin](https://github.com/rroverin),
[@&#8203;rshi0212](https://github.com/rshi0212), [@&#8203;rsk-731](https://github.com/rsk-731), [@&#8203;rtcopenclawgh](https://github.com/rtcopenclawgh), [@&#8203;ruangraung](https://github.com/ruangraung), [@&#8203;rudrakshchahal](https://github.com/rudrakshchahal), [@&#8203;ruochu88s](https://github.com/ruochu88s), [@&#8203;rweddle](https://github.com/rweddle), [@&#8203;ryankhart](https://github.com/ryankhart), [@&#8203;S-Claw](https://github.com/S-Claw),
[@&#8203;Sahil-SS9](https://github.com/Sahil-SS9), [@&#8203;salch-cred](https://github.com/salch-cred), [@&#8203;sam7894604](https://github.com/sam7894604), [@&#8203;samclams](https://github.com/samclams), [@&#8203;saralilyb](https://github.com/saralilyb), [@&#8203;sashmatash](https://github.com/sashmatash), [@&#8203;sasquatch9818](https://github.com/sasquatch9818), [@&#8203;satotakumi](https://github.com/satotakumi),
[@&#8203;ScaleLeanChris](https://github.com/ScaleLeanChris), [@&#8203;SeashoreShi](https://github.com/SeashoreShi), [@&#8203;serefyarar](https://github.com…
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Labels

comp/cron Cron scheduler and job management P3 Low — cosmetic, nice to have sweeper:risk-session-state Sweeper risk: may lose/corrupt/mis-associate session or context state type/bug Something isn't working

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