fix(relay): bound native scope lifecycle ops so a wedged observability pipeline cannot block the agent - #83514
Conversation
…ine cannot block the agent
The NeMo Relay native binding's scope.pop/push are synchronous and
unbounded ('returns after the scope is closed successfully'). When the
native pipeline cannot make progress, the session coordinator's turn and
session finalization block forever inside run_conversation: delegated
children finish their turns but never return, and delegation batches die
on the stall watchdog. Proven live 2026-08-10 on the staging fleet — a
falsification probe (plugin disabled, identical config) completed the
same delegation batch that wedged with the plugin active.
Bound every scope lifecycle operation that gates turn/session completion
(session push, turn push, turn pop, logical-LLM pops, session pop,
subscriber flush) by running the native call on a shared
DaemonThreadPoolExecutor and honoring a 10s result timeout. On breach a
TimeoutError propagates into each call site's existing exception
handling — warn, retain the unclosed-prefix diagnostics, continue — so
the worst case is one lost span, never a blocked agent. timeout=None
preserves byte-identical synchronous behavior for all other callers, and
interpreter-shutdown paths fall back to the synchronous call so the
atexit flush still exports.
Observability must never block the product.
|
Status: refreshed onto current main (merge, no rewrite). The slice-6 failure was the same pre-existing busy-mode test fixed on main in f51aa6a, not this change. Relay suite green post-merge (177 passed). This bounds native scope lifecycle ops so a wedged observability pipeline cannot stall the agent loop — the fix behind the enterprise perf report we chased last week. Ready for review. |
…t fakes at teardown CI caught the file hanging AFTER '6 passed in 4.32s' until the runner's 300s SIGKILL. Two defects, same class the PR fixes: 1. The executor-refused (interpreter shutdown) fallback ran the native call UNBOUNDED on the calling thread — a wedged pipeline would block process exit forever. Now runs on a bounded daemon exit-thread with the same timeout/abandon semantics as the executor lane. 2. The wedge tests left daemon workers parked on Event.wait() and live sessions registered on the atexit shutdown hook; exit re-ran the wedged pops (bounded, 10s each) and the per-file runner timed out. Autouse teardown now releases every wedge and drains each runtime. Canonical runner: 4.4s (was 300s file-timeout kill). Bare pytest was a false green for this class — it exits before atexit replay cost shows.
|
CI update: the slice-12 red was REAL and is fixed in ccc071e — the test file hung AFTER '6 passed in 4.32s' until the runner's 300s file-timeout SIGKILL. Two defects, same class this PR targets: (1) the interpreter-shutdown fallback lane ran the native call unbounded (a wedged pipeline could block process exit — now a bounded daemon exit-thread with identical timeout/abandon semantics); (2) the wedge tests left daemon workers parked on Event.wait() plus live sessions on the atexit hook, so exit replayed wedged pops until the file timeout. Autouse teardown now unwedges and drains. Canonical runner: 4.4s. Note: bare pytest was a false green for this class — it reports before the exit-path cost. |
…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, @​-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. ([#​87886](https://github.com/NousResearch/hermes-agent/pull/87886), [#​88243](https://github.com/NousResearch/hermes-agent/pull/88243), [#​89386](https://github.com/NousResearch/hermes-agent/pull/89386), [#​96726](https://github.com/NousResearch/hermes-agent/pull/96726) — [@​teknium1](https://github.com/teknium1), [@​OutThisLife](https://github.com/OutThisLife), [@​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. ([#​88725](https://github.com/NousResearch/hermes-agent/pull/88725), [#​88178](https://github.com/NousResearch/hermes-agent/pull/88178), [#​91487](https://github.com/NousResearch/hermes-agent/pull/91487) — [@​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. ([#​91447](https://github.com/NousResearch/hermes-agent/pull/91447), [#​80774](https://github.com/NousResearch/hermes-agent/pull/80774), [#​81139](https://github.com/NousResearch/hermes-agent/pull/81139), [#​81138](https://github.com/NousResearch/hermes-agent/pull/81138), [#​91487](https://github.com/NousResearch/hermes-agent/pull/91487) — [@​teknium1](https://github.com/teknium1), [@​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. ([#​85232](https://github.com/NousResearch/hermes-agent/pull/85232), [#​81144](https://github.com/NousResearch/hermes-agent/pull/81144), [#​81142](https://github.com/NousResearch/hermes-agent/pull/81142), [#​86506](https://github.com/NousResearch/hermes-agent/pull/86506), [#​86745](https://github.com/NousResearch/hermes-agent/pull/86745) — [@​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. ([#​87525](https://github.com/NousResearch/hermes-agent/pull/87525), [#​87572](https://github.com/NousResearch/hermes-agent/pull/87572), [#​87576](https://github.com/NousResearch/hermes-agent/pull/87576), [#​87579](https://github.com/NousResearch/hermes-agent/pull/87579), [#​87581](https://github.com/NousResearch/hermes-agent/pull/87581) — [@​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. ([#​90730](https://github.com/NousResearch/hermes-agent/pull/90730), [#​90717](https://github.com/NousResearch/hermes-agent/pull/90717), [#​90745](https://github.com/NousResearch/hermes-agent/pull/90745), [#​98250](https://github.com/NousResearch/hermes-agent/pull/98250), [#​98282](https://github.com/NousResearch/hermes-agent/pull/98282), [#​97666](https://github.com/NousResearch/hermes-agent/pull/97666) — [@​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. ([#​90197](https://github.com/NousResearch/hermes-agent/pull/90197), [#​89366](https://github.com/NousResearch/hermes-agent/pull/89366) — [@​OutThisLife](https://github.com/OutThisLife), [@​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. ([#​88565](https://github.com/NousResearch/hermes-agent/pull/88565), [#​88308](https://github.com/NousResearch/hermes-agent/pull/88308), [#​97917](https://github.com/NousResearch/hermes-agent/pull/97917), [#​97916](https://github.com/NousResearch/hermes-agent/pull/97916), [#​97915](https://github.com/NousResearch/hermes-agent/pull/97915), [#​85560](https://github.com/NousResearch/hermes-agent/pull/85560) — [@​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. ([#​81152](https://github.com/NousResearch/hermes-agent/pull/81152), [#​80965](https://github.com/NousResearch/hermes-agent/pull/80965), [#​84428](https://github.com/NousResearch/hermes-agent/pull/84428), [#​95091](https://github.com/NousResearch/hermes-agent/pull/95091) — [@​teknium1](https://github.com/teknium1) and community) *** ##### 🏗️ Core Agent & Architecture ##### Providers & Models - **New providers:** Actual Computer inference ([#​79644](https://github.com/NousResearch/hermes-agent/pull/79644), salvage of [#​26491](https://github.com/NousResearch/hermes-agent/issues/26491)), CommandCode with GOAT/Pro/Max plans ([#​88308](https://github.com/NousResearch/hermes-agent/pull/88308), salvage of [#​32909](https://github.com/NousResearch/hermes-agent/issues/32909)), Meta Model API (Muse Spark) as a built-in provider plugin ([#​88565](https://github.com/NousResearch/hermes-agent/pull/88565)), Tencent TokenPlan ([#​97917](https://github.com/NousResearch/hermes-agent/pull/97917)), Nebius Token Factory ([#​97916](https://github.com/NousResearch/hermes-agent/pull/97916)), and Ramp Router ([#​97915](https://github.com/NousResearch/hermes-agent/pull/97915)). - **Model catalog wave:** qwen3.8-max and qwen3.8-flash ([#​78024](https://github.com/NousResearch/hermes-agent/pull/78024), [#​96979](https://github.com/NousResearch/hermes-agent/pull/96979)), Gemini 3.7 Flash ([#​85526](https://github.com/NousResearch/hermes-agent/pull/85526)), GLM-5.3-Flash across OpenRouter/Nous/z.ai/OpenCode ([#​95621](https://github.com/NousResearch/hermes-agent/pull/95621), [#​96293](https://github.com/NousResearch/hermes-agent/pull/96293)), MiniMax M3 + Inkling free SKUs ([#​96264](https://github.com/NousResearch/hermes-agent/pull/96264)), Nemotron 3.5 Lightning ([#​84645](https://github.com/NousResearch/hermes-agent/pull/84645)), Meta Muse Spark 1.2 ([#​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 ([#​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 ([#​85917](https://github.com/NousResearch/hermes-agent/pull/85917)). - **Pip-installed model providers** discovered via entry points — third parties can ship providers as packages ([#​85504](https://github.com/NousResearch/hermes-agent/pull/85504), salvage [#​81419](https://github.com/NousResearch/hermes-agent/issues/81419)). - **Prompt caching engaged for LiteLLM Claude** on the OpenAI wire ([#​87517](https://github.com/NousResearch/hermes-agent/pull/87517) — [@​kshitijk4poor](https://github.com/kshitijk4poor)) and api.meta.ai routed through the Responses API for caching ([#​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 ([#​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 ([#​87236](https://github.com/NousResearch/hermes-agent/pull/87236) — [@​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 ([#​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 ([#​89589](https://github.com/NousResearch/hermes-agent/pull/89589) — [@​ethernet8023](https://github.com/ethernet8023)). - **Compression: lean tail mode** + a compaction recall eval harness to measure what compression actually preserves ([#​87326](https://github.com/NousResearch/hermes-agent/pull/87326)). - **Oversized tool results spill to cache** instead of being truncated in sandbox-less sessions ([#​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 ([#​89467](https://github.com/NousResearch/hermes-agent/pull/89467) — [@​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 ([#​80686](https://github.com/NousResearch/hermes-agent/pull/80686)). ##### Sessions & State - **Resumed transcripts never re-append** — `_db_persisted` stamped at row load time ([#​92539](https://github.com/NousResearch/hermes-agent/pull/92539) — [@​kshitijk4poor](https://github.com/kshitijk4poor)). - **SessionDB context-manager protocol** for leak-free DB lifecycles ([#​88048](https://github.com/NousResearch/hermes-agent/pull/88048) — [@​jackulau](https://github.com/jackulau)). - **Instant session naming** from the opening message, with sticky titles across resume ([#​81985](https://github.com/NousResearch/hermes-agent/pull/81985) — [@​OutThisLife](https://github.com/OutThisLife)). - **Session pin/unpin from the CLI** — durable keep flags ([#​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 ([#​85476](https://github.com/NousResearch/hermes-agent/pull/85476)); outbound link-preview suppression across native and relay planes ([#​95142](https://github.com/NousResearch/hermes-agent/pull/95142) — [@​benbarclay](https://github.com/benbarclay)). - **Telegram inline picker** — every command and skill searchable via [@​botname](https://github.com/botname), bypassing Telegram's command-menu cap ([#​98317](https://github.com/NousResearch/hermes-agent/pull/98317)). - **Relay matured** — native static/dynamic plugin initialization ([#​77915](https://github.com/NousResearch/hermes-agent/pull/77915) — [@​bbednarski9](https://github.com/bbednarski9)), live-card ops with draft streaming + task cards ([#​85796](https://github.com/NousResearch/hermes-agent/pull/85796) — [@​victor-kyriazakos](https://github.com/victor-kyriazakos)), session-span segmentation ([#​85467](https://github.com/NousResearch/hermes-agent/pull/85467)), voice-note STT restored over the relay lane ([#​95274](https://github.com/NousResearch/hermes-agent/pull/95274) — [@​benbarclay](https://github.com/benbarclay)), transport dedupe/fail-fast fixes ([#​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 ([#​92447](https://github.com/NousResearch/hermes-agent/pull/92447), [#​95695](https://github.com/NousResearch/hermes-agent/pull/95695)). - **Selective multiplex profile serving** ([#​83400](https://github.com/NousResearch/hermes-agent/pull/83400)), per-profile MCP lifecycle RPCs ([#​86473](https://github.com/NousResearch/hermes-agent/pull/86473)), roster previews showing the latest message ([#​85905](https://github.com/NousResearch/hermes-agent/pull/85905)), concise background-process notifications by default ([#​85877](https://github.com/NousResearch/hermes-agent/pull/85877)). - **Turn-reaper stack dumps** — when the watchdog fires, wedged worker stacks are captured for diagnosis ([#​86248](https://github.com/NousResearch/hermes-agent/pull/86248)), with loop-watchdog tuning knobs wired end-to-end ([#​92317](https://github.com/NousResearch/hermes-agent/pull/92317)). - **Split-delivery bug class closed** — swallowed finals and split deliveries fixed as a class ([#​79669](https://github.com/NousResearch/hermes-agent/pull/79669) — [@​kshitijk4poor](https://github.com/kshitijk4poor), salvages [#​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 ([#​85855](https://github.com/NousResearch/hermes-agent/pull/85855)), sender-side delivery notices ([#​85888](https://github.com/NousResearch/hermes-agent/pull/85888)), paint-first hydration for instant wakes ([#​89510](https://github.com/NousResearch/hermes-agent/pull/89510)), editable group names and room pictures ([#​89371](https://github.com/NousResearch/hermes-agent/pull/89371)), Routines pane ([#​88731](https://github.com/NousResearch/hermes-agent/pull/88731)), rebuilt on the app design system ([#​96726](https://github.com/NousResearch/hermes-agent/pull/96726) — [@​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 ([#​90197](https://github.com/NousResearch/hermes-agent/pull/90197) — [@​OutThisLife](https://github.com/OutThisLife)), with external-open + link context menus ([#​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" ([#​83634](https://github.com/NousResearch/hermes-agent/pull/83634), [#​90937](https://github.com/NousResearch/hermes-agent/pull/90937), [#​95897](https://github.com/NousResearch/hermes-agent/pull/95897)). - **Quality-of-life wave** — HUD snaps to cursor on ⌘⇧G ([#​83130](https://github.com/NousResearch/hermes-agent/pull/83130)), paste into the composer without focusing it ([#​84955](https://github.com/NousResearch/hermes-agent/pull/84955)), per-turn duration badges ([#​87245](https://github.com/NousResearch/hermes-agent/pull/87245)), readable macOS window translucency ([#​88744](https://github.com/NousResearch/hermes-agent/pull/88744)), Linux launcher entry ([#​76456](https://github.com/NousResearch/hermes-agent/pull/76456)), Linux keychain auto-detection ([#​84903](https://github.com/NousResearch/hermes-agent/pull/84903)), cron + blueprint recipes in the sidebar ([#​85162](https://github.com/NousResearch/hermes-agent/pull/85162)). - **Send Diagnostics** — error cards can upload a redacted debug bundle with a support handoff ([#​92020](https://github.com/NousResearch/hermes-agent/pull/92020)). - **Seq-stamped event replay** — lossless desktop reconnect over WebSocket ([#​94219](https://github.com/NousResearch/hermes-agent/pull/94219) — [@​kshitijk4poor](https://github.com/kshitijk4poor)). - **God-file decomposition** — the desktop codebase refactored into atomic modules ([#​89611](https://github.com/NousResearch/hermes-agent/pull/89611) — [@​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 ([#​81137](https://github.com/NousResearch/hermes-agent/pull/81137)). - **Session titles in status bars** ([#​81947](https://github.com/NousResearch/hermes-agent/pull/81947)); subagent model exposed in the auxiliary-models picker ([#​80463](https://github.com/NousResearch/hermes-agent/pull/80463)). - **Ctrl+C fixed** — stopped pushing the Kitty keyboard protocol that broke interrupts ([#​87074](https://github.com/NousResearch/hermes-agent/pull/87074)). ##### 🔧 Tool System & MCP - **MCP command center** — see Highlights ([#​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 ([#​85654](https://github.com/NousResearch/hermes-agent/pull/85654) — [@​ethernet8023](https://github.com/ethernet8023)). - **Windows rename contention recovery** ([#​84852](https://github.com/NousResearch/hermes-agent/pull/84852) — [@​OutThisLife](https://github.com/OutThisLife)); colon-bearing session IDs no longer break sandbox mounts ([#​93488](https://github.com/NousResearch/hermes-agent/pull/93488), consolidated 6 PRs). - **Vision output uncapped** — aux vision calls stop clamping max\_tokens ([#​75253](https://github.com/NousResearch/hermes-agent/pull/75253) — [@​adikpb](https://github.com/adikpb)). - **Subagent work protected** — delegate no longer deletes a child's uncommitted work when git inspection fails ([#​88419](https://github.com/NousResearch/hermes-agent/pull/88419) — [@​kshitijk4poor](https://github.com/kshitijk4poor)). ##### 🧩 Skills Ecosystem - **Productivity skill wave** (salvaged from [@​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 ([#​81185](https://github.com/NousResearch/hermes-agent/pull/81185), [#​81749](https://github.com/NousResearch/hermes-agent/pull/81749), [#​81672](https://github.com/NousResearch/hermes-agent/pull/81672), [#​81708](https://github.com/NousResearch/hermes-agent/pull/81708), [#​81936](https://github.com/NousResearch/hermes-agent/pull/81936), [#​81945](https://github.com/NousResearch/hermes-agent/pull/81945), [#​81906](https://github.com/NousResearch/hermes-agent/pull/81906), [#​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 ([#​70823](https://github.com/NousResearch/hermes-agent/pull/70823)). - **publish-site** — versioned website publishing to GitHub/Cloudflare/Netlify Pages ([#​72189](https://github.com/NousResearch/hermes-agent/pull/72189)); **session-librarian** for prompt-driven session management ([#​84917](https://github.com/NousResearch/hermes-agent/pull/84917)); **blocked-page-recovery** fallback ladder ([#​84906](https://github.com/NousResearch/hermes-agent/pull/84906)); **merge-reconciler** for neutral multi-agent conflict resolution ([#​83063](https://github.com/NousResearch/hermes-agent/pull/83063)); Box productivity skill ([#​85767](https://github.com/NousResearch/hermes-agent/pull/85767)); ast-grep codemods ([#​80892](https://github.com/NousResearch/hermes-agent/pull/80892)); draw-your-font + simple-english optional skills ([#​80814](https://github.com/NousResearch/hermes-agent/pull/80814), [#​80811](https://github.com/NousResearch/hermes-agent/pull/80811)); plan-interrogation (evolved grill-me) ([#​97831](https://github.com/NousResearch/hermes-agent/pull/97831)). - **Advisory SKILL.md linter on create** ([#​81896](https://github.com/NousResearch/hermes-agent/pull/81896)); skills-hub live-repo fallback for missing optional skills ([#​82780](https://github.com/NousResearch/hermes-agent/pull/82780)). ##### ⏰ Cron, Delegation & Multi-Agent - **Cron memory + continuity** — see Highlights ([#​91447](https://github.com/NousResearch/hermes-agent/pull/91447), [#​80774](https://github.com/NousResearch/hermes-agent/pull/80774)). - **Monitor-mode jobs** with hash-suppressed change detection ([#​81138](https://github.com/NousResearch/hermes-agent/pull/81138)); per-job durable notepads ([#​81139](https://github.com/NousResearch/hermes-agent/pull/81139)); pre-dispatch config validation ([#​81140](https://github.com/NousResearch/hermes-agent/pull/81140)); acked failure signatures stop re-pinging ([#​95017](https://github.com/NousResearch/hermes-agent/pull/95017)); per-job reasoning-effort pinning ([#​91244](https://github.com/NousResearch/hermes-agent/pull/91244)); "Trigger now" executes immediately and safely ([#​70638](https://github.com/NousResearch/hermes-agent/pull/70638) — [@​smwbev](https://github.com/smwbev)); model-drift impact surfaced in Desktop ([#​83266](https://github.com/NousResearch/hermes-agent/pull/83266) — [@​ctaylor86](https://github.com/ctaylor86)). - **Live subagent orchestration** — see Highlights ([#​85232](https://github.com/NousResearch/hermes-agent/pull/85232)); structured-output schemas on delegate\_task ([#​81144](https://github.com/NousResearch/hermes-agent/pull/81144)); batch-quality validation before spawning ([#​81141](https://github.com/NousResearch/hermes-agent/pull/81141)); truncation markers on capped children ([#​86641](https://github.com/NousResearch/hermes-agent/pull/86641)). - **Kanban hardening** — collision-hotspot flagging ([#​83428](https://github.com/NousResearch/hermes-agent/pull/83428)), split-brain decision-ownership contract ([#​83424](https://github.com/NousResearch/hermes-agent/pull/83424)), memory-aware dispatch guard ([#​88115](https://github.com/NousResearch/hermes-agent/pull/88115)), notify/wake delivery modes ([#​85487](https://github.com/NousResearch/hermes-agent/pull/85487)). ##### 📊 Observability - **Model/provider usage reporting** and bounded tool-metrics aggregation land as an observability subsystem ([#​68881](https://github.com/NousResearch/hermes-agent/pull/68881), [#​68882](https://github.com/NousResearch/hermes-agent/pull/68882) — [@​afourniernv](https://github.com/afourniernv)), with lifecycle ops bounded so a wedged pipeline can never block the agent ([#​83514](https://github.com/NousResearch/hermes-agent/pull/83514) — [@​victor-kyriazakos](https://github.com/victor-kyriazakos)). ##### 🔒 Security & Reliability - **Protected instruction files** — writes to AGENTS.md/skills/memory always require approval ([#​81152](https://github.com/NousResearch/hermes-agent/pull/81152)). - **Redaction sweep** — emission gaps closed across env-name variants, control-splits, process(list), checkpoints ([#​80965](https://github.com/NousResearch/hermes-agent/pull/80965)); `.env` reads redacted via file-read detection ([#​80964](https://github.com/NousResearch/hermes-agent/pull/80964)); terminal exception results + ACP stderr ([#​81675](https://github.com/NousResearch/hermes-agent/pull/81675), [#​81686](https://github.com/NousResearch/hermes-agent/pull/81686)); SSH target logging ([#​88232](https://github.com/NousResearch/hermes-agent/pull/88232)). - **Windows approval coverage** — destructive Windows commands and paths now trip the approval system ([#​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 ([#​83404](https://github.com/NousResearch/hermes-agent/pull/83404)); plugin installs get Tier-1 security scanning ([#​80728](https://github.com/NousResearch/hermes-agent/pull/80728)). - **macOS TCC identity** — permission grants survive every update via `hermes desktop --setup-tcc-identity` ([#​95091](https://github.com/NousResearch/hermes-agent/pull/95091)). - **PKCE cookie fix** — SameSite=None over HTTPS with a matching clear path ([#​83536](https://github.com/NousResearch/hermes-agent/pull/83536) — [@​benbarclay](https://github.com/benbarclay)). ##### 🏗️ Infrastructure, CI & Packaging - **Real-OS CI** — macOS and Windows CI lanes with tests gated by real host OS ([#​77992](https://github.com/NousResearch/hermes-agent/pull/77992) — [@​ethernet8023](https://github.com/ethernet8023)); work lanes on 32-core runners ([#​92009](https://github.com/NousResearch/hermes-agent/pull/92009)); review comments + image builds moved out of the hot CI path ([#​82668](https://github.com/NousResearch/hermes-agent/pull/82668)). - **Bootstrap installer** no longer waits on pipe EOF ([#​90941](https://github.com/NousResearch/hermes-agent/pull/90941) — [@​OutThisLife](https://github.com/OutThisLife)). ##### 🐛 Notable Bug Fixes - Desktop session races (Stop→edit/resend, submit ownership) fixed as a cluster ([#​86594](https://github.com/NousResearch/hermes-agent/pull/86594)); workspace-pane idle flicker ([#​97513](https://github.com/NousResearch/hermes-agent/pull/97513)); assistant-ui boundary recovery ([#​81232](https://github.com/NousResearch/hermes-agent/pull/81232)). - Kanban schema re-creation when a cached DB path loses it ([#​83619](https://github.com/NousResearch/hermes-agent/pull/83619) — [@​JoaoMarcos44](https://github.com/JoaoMarcos44)). - Cron jobs no longer inherit a kanban worker's dispatcher identity ([#​79657](https://github.com/NousResearch/hermes-agent/pull/79657) — [@​kshitijk4poor](https://github.com/kshitijk4poor)); relay-fronted Slack cron delivery ([#​85340](https://github.com/NousResearch/hermes-agent/pull/85340) — [@​victor-kyriazakos](https://github.com/victor-kyriazakos)). - Model-picker serves cached custom-provider catalogs on no-probe opens ([#​81973](https://github.com/NousResearch/hermes-agent/pull/81973) — [@​austinpickett](https://github.com/austinpickett)). - Docker sandbox MEDIA attachments no longer silently drop ([#​94509](https://github.com/NousResearch/hermes-agent/pull/94509)); desktop binary attachments delivered into sandbox backends ([#​81717](https://github.com/NousResearch/hermes-agent/pull/81717)). - Session-hygiene compaction cooldown escalates on repeat failures ([#​79741](https://github.com/NousResearch/hermes-agent/pull/79741) — [@​kshitijk4poor](https://github.com/kshitijk4poor)). - Provider-injected parameter 400s retried instead of aborting the turn ([#​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 ([#​94245](https://github.com/NousResearch/hermes-agent/issues/94245))** — merged then reverted ([#​96118](https://github.com/NousResearch/hermes-agent/issues/96118)); FastAPI remains on the desktop boot path. The seq-stamped event replay ([#​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) - **[@​teknium1](https://github.com/teknium1)** — release direction, Bot Mode, MCP command center, cron memory, and \~1,340 merged PRs - **[@​kshitijk4poor](https://github.com/kshitijk4poor)** (374 PRs) — gateway delivery classes, session persistence, event replay, MoA/caching fixes - **[@​OutThisLife](https://github.com/OutThisLife)** (209 PRs) — desktop architecture, Bot Mode UI, in-app browser, update hand-off - **[@​ethernet8023](https://github.com/ethernet8023)** (38 PRs) — OS-gated CI lanes, clarify multi-question, tool cwd safety, aux structured-output resilience - **[@​benbarclay](https://github.com/benbarclay)** (17 PRs) — relay voice STT, Slack link previews, PKCE - **[@​victor-kyriazakos](https://github.com/victor-kyriazakos)** (15 PRs) — relay live cards, observability bounding - **[@​rob-maron](https://github.com/rob-maron)**, **[@​austinpickett](https://github.com/austinpickett)**, **[@​jquesnelle](https://github.com/jquesnelle)**, **[@​shannonsands](https://github.com/shannonsands)** — providers, dashboard, model catalogs, and more ##### Top Community Contributors (by merged PR count) - **[@​helix4u](https://github.com/helix4u)** (31 PRs) — wake-word capture, session UX, fix wave across desktop and gateway - **[@​fangliquanflq](https://github.com/fangliquanflq)** (17 PRs) — stalled-provider recovery and agent-loop resilience - **[@​bbednarski9](https://github.com/bbednarski9)** — relay native plugin integration; **[@​HexLab98](https://github.com/HexLab98)**, **[@​xxxigm](https://github.com/xxxigm)**, **[@​afourniernv](https://github.com/afourniernv)** (observability), **[@​liuhao1024](https://github.com/liuhao1024)**, **[@​Christopher-Schulze](https://github.com/Christopher-Schulze)**, **[@​Adolanium](https://github.com/Adolanium)**, **[@​webtecnica](https://github.com/webtecnica)**, **[@​smwbev](https://github.com/smwbev)** (cron Trigger-now), **[@​ctaylor86](https://github.com/ctaylor86)** (cron drift in Desktop), **[@​JoaoMarcos44](https://github.com/JoaoMarcos44)** (kanban schema recovery), **[@​jackulau](https://github.com/jackulau)** (SessionDB context manager), **[@​adikpb](https://github.com/adikpb)** (vision output caps), **[@​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: [@​03farren](https://github.com/03farren), [@​0xarkstar](https://github.com/0xarkstar), [@​0xGr1mm](https://github.com/0xGr1mm), [@​0xWhiteMage](https://github.com/0xWhiteMage), [@​100yenadmin](https://github.com/100yenadmin), [@​1052326311](https://github.com/1052326311), [@​29206394](https://github.com/29206394), [@​2ndNatureAI](https://github.com/2ndNatureAI), [@​3Nya3](https://github.com/3Nya3), [@​3x3xX3N0N](https://github.com/3x3xX3N0N), [@​404Dealer](https://github.com/404Dealer), [@​4adwentures](https://github.com/4adwentures), [@​5Hyeons](https://github.com/5Hyeons), [@​686f6c61](https://github.com/686f6c61), [@​69k4xmdfm2-blip](https://github.com/69k4xmdfm2-blip), [@​6ylqq](https://github.com/6ylqq), [@​75day](https://github.com/75day), [@​a-espinoza](https://github.com/a-espinoza), [@​A-Snegin](https://github.com/A-Snegin), [@​a-yeyang](https://github.com/a-yeyang), [@​a0000001](https://github.com/a0000001), [@​A2chitect](https://github.com/A2chitect), [@​abitme](https://github.com/abitme), [@​abundantbeing](https://github.com/abundantbeing), [@​acewong7](https://github.com/acewong7), [@​acgh213](https://github.com/acgh213), [@​adamcap926](https://github.com/adamcap926), [@​addelh](https://github.com/addelh), [@​adikpb](https://github.com/adikpb), [@​Adolanium](https://github.com/Adolanium), [@​adurham](https://github.com/adurham), [@​adybag14-cyber](https://github.com/adybag14-cyber), [@​afourniernv](https://github.com/afourniernv), [@​ag9920](https://github.com/ag9920), [@​ahmadalzaro1](https://github.com/ahmadalzaro1), [@​Ahmett101](https://github.com/Ahmett101), [@​ai-ag2026](https://github.com/ai-ag2026), [@​AIalliAI](https://github.com/AIalliAI), [@​aider4ryder](https://github.com/aider4ryder), [@​Ailirag](https://github.com/Ailirag), [@​Aintworth](https://github.com/Aintworth), [@​airo7](https://github.com/airo7), [@​AiwendilInTheWoods](https://github.com/AiwendilInTheWoods), [@​akivavh](https://github.com/akivavh), [@​AL-ZiLLA](https://github.com/AL-ZiLLA), [@​Al3xand3r1987](https://github.com/Al3xand3r1987), [@​albertodepaola](https://github.com/albertodepaola), [@​aldoeliacim](https://github.com/aldoeliacim), [@​aleksclark](https://github.com/aleksclark), [@​AlexanderPrendota](https://github.com/AlexanderPrendota), [@​alexdev03](https://github.com/alexdev03), [@​AlexFucuson9](https://github.com/AlexFucuson9), [@​AlexGabbia](https://github.com/AlexGabbia), [@​AlexMnrs](https://github.com/AlexMnrs), [@​algf](https://github.com/algf), [@​Allecpu](https://github.com/Allecpu), [@​allin2](https://github.com/allin2), [@​alt-glitch](https://github.com/alt-glitch), [@​amanning3390](https://github.com/amanning3390), [@​andrexibiza](https://github.com/andrexibiza), [@​andyst-dev](https://github.com/andyst-dev), [@​angel12](https://github.com/angel12), [@​angeon922-collab](https://github.com/angeon922-collab), [@​Angriff36](https://github.com/Angriff36), [@​aniruddhaadak80](https://github.com/aniruddhaadak80), [@​annguyenNous](https://github.com/annguyenNous), [@​anuvratrastogi](https://github.com/anuvratrastogi), [@​Aoshi-Dev](https://github.com/Aoshi-Dev), [@​appletechie](https://github.com/appletechie), [@​arccat-114](https://github.com/arccat-114), [@​arcimun](https://github.com/arcimun), [@​ArthurFranckPat](https://github.com/ArthurFranckPat), [@​aryaxo](https://github.com/aryaxo), [@​asdasdadhj](https://github.com/asdasdadhj), [@​ashah360](https://github.com/ashah360), [@​AshuJoshi](https://github.com/AshuJoshi), [@​asimons81](https://github.com/asimons81), [@​assimovt](https://github.com/assimovt), [@​austinpickett](https://github.com/austinpickett), [@​AVW7](https://github.com/AVW7), [@​Axmr1](https://github.com/Axmr1), [@​aydnOktay](https://github.com/aydnOktay), [@​ayushnangia](https://github.com/ayushnangia), [@​baihemax](https://github.com/baihemax), [@​bananawalnut](https://github.com/bananawalnut), [@​Bartok9](https://github.com/Bartok9), [@​bashrusakh](https://github.com/bashrusakh), [@​bbednarski9](https://github.com/bbednarski9), [@​BearHuddleston](https://github.com/BearHuddleston), [@​benbarclay](https://github.com/benbarclay), [@​benfrank241](https://github.com/benfrank241), [@​beplee](https://github.com/beplee), [@​bgrablin](https://github.com/bgrablin), [@​bka9](https://github.com/bka9), [@​BkashJEE](https://github.com/BkashJEE), [@​BlackishGreen33](https://github.com/BlackishGreen33), [@​BlakeB254](https://github.com/BlakeB254), [@​blunkjamie-dev](https://github.com/blunkjamie-dev), [@​BobClawblaw](https://github.com/BobClawblaw), [@​bradmarshall987](https://github.com/bradmarshall987), [@​brian717](https://github.com/brian717), [@​briandevans](https://github.com/briandevans), [@​BrianFranco](https://github.com/BrianFranco), [@​BrinShadewater](https://github.com/BrinShadewater), [@​brucexu-eth](https://github.com/brucexu-eth), [@​BrunoBza](https://github.com/BrunoBza), [@​buffpesos](https://github.com/buffpesos), [@​burak33bb](https://github.com/burak33bb), [@​C-EXCITE-STUDIO](https://github.com/C-EXCITE-STUDIO), [@​c-pompa](https://github.com/c-pompa), [@​cadezhou](https://github.com/cadezhou), [@​calvinnwq](https://github.com/calvinnwq), [@​capt-marbles](https://github.com/capt-marbles), [@​carbongotfound](https://github.com/carbongotfound), [@​carlotestor](https://github.com/carlotestor), [@​Carry00](https://github.com/Carry00), [@​cation98](https://github.com/cation98), [@​ccowan93](https://github.com/ccowan93), [@​cedricziel](https://github.com/cedricziel), [@​cervantesh](https://github.com/cervantesh), [@​cfdude](https://github.com/cfdude), [@​Chadmc9889](https://github.com/Chadmc9889), [@​CharZhou](https://github.com/CharZhou), [@​chelsealong](https://github.com/chelsealong), [@​chesterXalan](https://github.com/chesterXalan), [@​chillerno1](https://github.com/chillerno1), [@​Christopher-Schulze](https://github.com/Christopher-Schulze), [@​chukirk-svg](https://github.com/chukirk-svg), [@​cicav](https://github.com/cicav), [@​citizendev9c](https://github.com/citizendev9c), [@​cj52973](https://github.com/cj52973), [@​clarkvines](https://github.com/clarkvines), [@​ClintonEmok](https://github.com/ClintonEmok), [@​clyu168](https://github.com/clyu168), [@​cmoiccool](https://github.com/cmoiccool), [@​codexbt](https://github.com/codexbt), [@​coe0718](https://github.com/coe0718), [@​Cossackx](https://github.com/Cossackx), [@​coygeek](https://github.com/coygeek), [@​crazyhulk](https://github.com/crazyhulk), [@​CrazyWillBear](https://github.com/CrazyWillBear), [@​criptogus](https://github.com/criptogus), [@​cryptoyasenka](https://github.com/cryptoyasenka), [@​ctaylor86](https://github.com/ctaylor86), [@​cvillarroel2](https://github.com/cvillarroel2), [@​cxxCoolStar](https://github.com/cxxCoolStar), [@​cycorld](https://github.com/cycorld), [@​dagbs](https://github.com/dagbs), [@​damadorPL](https://github.com/damadorPL), [@​DanBennettUK](https://github.com/DanBennettUK), [@​DanDo385](https://github.com/DanDo385), [@​DannyFengTianYu](https://github.com/DannyFengTianYu), [@​Dannyzen](https://github.com/Dannyzen), [@​danspicytaco](https://github.com/danspicytaco), [@​dante32683](https://github.com/dante32683), [@​darko-mesaros](https://github.com/darko-mesaros), [@​daromaj](https://github.com/daromaj), [@​david-bartos-phrase](https://github.com/david-bartos-phrase), [@​davidgut1982](https://github.com/davidgut1982), [@​DavidMetcalfe](https://github.com/DavidMetcalfe), [@​davidneyravyr](https://github.com/davidneyravyr), [@​daxro](https://github.com/daxro), [@​dcdexhome](https://github.com/dcdexhome), [@​deacon-botdoctor](https://github.com/deacon-botdoctor), [@​deadczarvc](https://github.com/deadczarvc), [@​deaneeth](https://github.com/deaneeth), [@​DECRUX9812](https://github.com/DECRUX9812), [@​deepeet-git](https://github.com/deepeet-git), [@​deniqlab](https://github.com/deniqlab), [@​DeseretSaint](https://github.com/DeseretSaint), [@​dhanesh](https://github.com/dhanesh), [@​Dhruv7201](https://github.com/Dhruv7201), [@​dhruvkej9](https://github.com/dhruvkej9), [@​digitalbase](https://github.com/digitalbase), [@​DmytroVolodymyrson](https://github.com/DmytroVolodymyrson), [@​dokterdok](https://github.com/dokterdok), [@​Dolverin](https://github.com/Dolverin), [@​dombejar](https://github.com/dombejar), [@​doncazper](https://github.com/doncazper), [@​dougatbuck](https://github.com/dougatbuck), [@​douxy1994](https://github.com/douxy1994), [@​dpersek](https://github.com/dpersek), [@​dplush](https://github.com/dplush), [@​Drexuxux](https://github.com/Drexuxux), [@​drissman](https://github.com/drissman), [@​dromai](https://github.com/dromai), [@​dtownsel](https://github.com/dtownsel), [@​duclucky](https://github.com/duclucky), [@​Dudeman456](https://github.com/Dudeman456), [@​Dusk1e](https://github.com/Dusk1e), [@​dvbaecker](https://github.com/dvbaecker), [@​e-macgregor](https://github.com/e-macgregor), [@​EAbaracus](https://github.com/EAbaracus), [@​eaglezzz0522-cloud](https://github.com/eaglezzz0522-cloud), [@​Eapwrk](https://github.com/Eapwrk), [@​easyvibecoding](https://github.com/easyvibecoding), [@​echoes666](https://github.com/echoes666), [@​egilewski](https://github.com/egilewski), [@​ehz0ah](https://github.com/ehz0ah), [@​ekinnee](https://github.com/ekinnee), [@​ekzhang](https://github.com/ekzhang), [@​elbukott1](https://github.com/elbukott1), [@​elisam0](https://github.com/elisam0), [@​elphamale](https://github.com/elphamale), [@​ElSnacko](https://github.com/ElSnacko), [@​embwl0x](https://github.com/embwl0x), [@​emozilla](https://github.com/emozilla), [@​EMT5320](https://github.com/EMT5320), [@​EndeavorYen](https://github.com/EndeavorYen), [@​Enough1122](https://github.com/Enough1122), [@​enwaiax](https://github.com/enwaiax), [@​epeterpanz](https://github.com/epeterpanz), [@​EpicIsTheOne](https://github.com/EpicIsTheOne), [@​eric-senyao](https://github.com/eric-senyao), [@​ernst-bablick](https://github.com/ernst-bablick), [@​Eros-ITA](https://github.com/Eros-ITA), [@​erosika](https://github.com/erosika), [@​ethernet8023](https://github.com/ethernet8023), [@​etzelvon](https://github.com/etzelvon), [@​EvanProgramming](https://github.com/EvanProgramming), [@​EvenXieWF](https://github.com/EvenXieWF), [@​explainanalyze](https://github.com/explainanalyze), [@​f-trycua](https://github.com/f-trycua), [@​fanfan343](https://github.com/fanfan343), [@​fangliquanflq](https://github.com/fangliquanflq), [@​fattchris](https://github.com/fattchris), [@​felix-windsor](https://github.com/felix-windsor), [@​Finn763](https://github.com/Finn763), [@​flaviovargasbrandao](https://github.com/flaviovargasbrandao), [@​Fly-onlyone](https://github.com/Fly-onlyone), [@​flyingdoubleG](https://github.com/flyingdoubleG), [@​forkercat](https://github.com/forkercat), [@​francialisomlimoeiro](https://github.com/francialisomlimoeiro), [@​francip](https://github.com/francip), [@​frankmendes1979](https://github.com/frankmendes1979), [@​fred0m](https://github.com/fred0m), [@​frendo](https://github.com/frendo), [@​frizikk](https://github.com/frizikk), [@​frohsinnllc](https://github.com/frohsinnllc), [@​Frowtek](https://github.com/Frowtek), [@​fukutake1207](https://github.com/fukutake1207), [@​fyzanshaik](https://github.com/fyzanshaik), [@​GarlicGo](https://github.com/GarlicGo), [@​Gateton](https://github.com/Gateton), [@​georgell-ceo](https://github.com/georgell-ceo), [@​gfriesen1](https://github.com/gfriesen1), [@​gigabyte22](https://github.com/gigabyte22), [@​gigashad](https://github.com/gigashad), [@​gijoby](https://github.com/gijoby), [@​gitong](https://github.com/gitong), [@​gkd2323c](https://github.com/gkd2323c), [@​gnanirahulnutakki](https://github.com/gnanirahulnutakki), [@​GodsBoy](https://github.com/GodsBoy), [@​gokay-ai](https://github.com/gokay-ai), [@​goktugvatandas](https://github.com/goktugvatandas), [@​golldyck](https://github.com/golldyck), [@​goodchang77](https://github.com/goodchang77), [@​GottZ](https://github.com/GottZ), [@​grahfmusic](https://github.com/grahfmusic), [@​gregorustar-maker](https://github.com/gregorustar-maker), [@​greyvito](https://github.com/greyvito), [@​gsy324](https://github.com/gsy324), [@​guanla-zz](https://github.com/guanla-zz), [@​guilhermeartileshubsai](https://github.com/guilhermeartileshubsai), [@​guilhermeraiuga](https://github.com/guilhermeraiuga), [@​h-mascot](https://github.com/h-mascot), [@​h8hawk](https://github.com/h8hawk), [@​Haakam21](https://github.com/Haakam21), [@​Haik-G](https://github.com/Haik-G), [@​halaprix](https://github.com/halaprix), [@​Halldrix](https://github.com/Halldrix), [@​handnewb](https://github.com/handnewb), [@​Hangzian](https://github.com/Hangzian), [@​hanhvs](https://github.com/hanhvs), [@​hansai-art](https://github.com/hansai-art), [@​HAOWANG116](https://github.com/HAOWANG116), [@​HarishDarko](https://github.com/HarishDarko), [@​hbentel](https://github.com/hbentel), [@​helix4u](https://github.com/helix4u), [@​HenryGHJ](https://github.com/HenryGHJ), [@​hermias1](https://github.com/hermias1), [@​HexLab98](https://github.com/HexLab98), [@​hillimited](https://github.com/hillimited), [@​Hjharris1](https://github.com/Hjharris1), [@​hkfiberlaser-svg](https://github.com/hkfiberlaser-svg), [@​honor2030](https://github.com/honor2030), [@​howdeploy](https://github.com/howdeploy), [@​hsearcy](https://github.com/hsearcy), [@​huklaa](https://github.com/huklaa), [@​hustwkr](https://github.com/hustwkr), [@​hutao562](https://github.com/hutao562), [@​hxwvaa](https://github.com/hxwvaa), [@​IAvecilla](https://github.com/IAvecilla), [@​icemeng](https://github.com/icemeng), [@​infinitycrew39](https://github.com/infinitycrew39), [@​infocentr](https://github.com/infocentr), [@​InphinitiZ](https://github.com/InphinitiZ), [@​insane66613](https://github.com/insane66613), [@​Inspired-by-Atmosphere](https://github.com/Inspired-by-Atmosphere), [@​intelac](https://github.com/intelac), [@​intellectronica](https://github.com/intellectronica), [@​isak-ialogics](https://github.com/isak-ialogics), [@​ishanparihar](https://github.com/ishanparihar), [@​isheng-eqi](https://github.com/isheng-eqi), [@​Ishman82](https://github.com/Ishman82), [@​iskysun96](https://github.com/iskysun96), [@​iso2kx](https://github.com/iso2kx), [@​itsflownium](https://github.com/itsflownium), [@​izumi0uu](https://github.com/izumi0uu), [@​Jaaneek](https://github.com/Jaaneek), [@​Jackal991](https://github.com/Jackal991), [@​jackijianxa](https://github.com/jackijianxa), [@​jackoconner45](https://github.com/jackoconner45), [@​jackulau](https://github.com/jackulau), [@​jaimedhenriques](https://github.com/jaimedhenriques), [@​james47kjv](https://github.com/james47kjv), [@​jbagdonas](https://github.com/jbagdonas), [@​jcjc81](https://github.com/jcjc81), [@​jdgg777](https://github.com/jdgg777), [@​jeeves-assistant](https://github.com/jeeves-assistant), [@​jeff-mettel](https://github.com/jeff-mettel), [@​Jefftree](https://github.com/Jefftree), [@​JElfferich](https://github.com/JElfferich), 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Symptom
With the NeMo Relay observability plugin active, every delegated-subagent batch wedges at child completion. Children finish their work (stream final text, log
Turn ended: reason=text_response) butrun_conversation()never returns; futures never resolve; the delegate heartbeat declares children stale and the batch is force-finalized at ~600s. Cron jobs usingdelegate_taskhit the same wall, surfaced as a misleading "provider timeout".Observed live on an enterprise staging fleet: four independent occurrences (2 cron, 2 gateway).
Evidence
Falsification probe (decisive): booting the same fleet instance with the observability plugin disabled — identical config otherwise — the same 2-subagent batch completes and delivers normally. Re-enabled: wedges every time. Toggled twice.
The blocking call is in the agent's finalization path:
Every call site already wraps these in
except Exception(warn + continue), but an exception guard cannot help against a call that never returns.On the mechanism — what we can and cannot claim
An earlier revision of this PR asserted that
nemo_relay.scope.popblocks because it synchronously waits for the scope to close through the export pipeline. Reading the NeMo Relay 0.7.2 source, that is not supported and I've retracted it.pop_scopecallspop_scope_inner(params, false)— it does not request a delivery receipt — and event publication goes onto an unboundedmpsc::channel, which cannot block the sender.SubscriberDelivery::wait()is reachable only through the#[doc(hidden)]pop_scope_with_subscriber_delivery, which nothing in Hermes calls.So the wedge is not an unbounded export wait. The remaining blocking operations on that path are the scope-stack and global-context read locks, and NeMo Relay's own docs note a related hazard —
SubscriberDelivery::waitcarries an explicit "do not call this from a subscriber, event-sanitizer, guardrail, or intercept callback... waiting there creates a wait cycle." Our plugin hooks do run inside callbacks, which makes a lock/re-entrancy interaction the leading hypothesis. I have not localized it, and this PR does not claim to.What we know with confidence: the plugin's scope finalization is the wedge site (falsification probe), and the agent must not be hostage to it.
What this PR actually is
A defensive bound at our integration boundary with a third-party native library — not a root-cause fix.
run_in_sessiontakes an optionaltimeout; when set, the native call runs on the existing sharedDaemonThreadPoolExecutor(tools.daemon_pool— abandoned workers cannot block interpreter exit) and honorsfuture.result(timeout=...). On breach,TimeoutErrorpropagates into each site's existing exception handling: warn, retain the unclosed-prefix diagnostics, continue.Bounded sites (the whole class, not just the one that bit us):
ensure_sessionsession-scope pushbegin_turnturn-scope pushend_turnturn-scope pop_finish_logical_callslogical-LLM popsclose_sessionsession pop +subscribers.flush()Properties:
timeout=None(default) → byte-identical synchronous behavior for every other caller.Future.result(timeout=...)bounds even unstarted futures, so a wedge-poisoned executor degrades to fast timeouts rather than a new hang.session.lock(wrappingrun_in_sessionwholesale would move the lock off-thread and self-deadlock inclose_session).Worst case is one lost span. Observability must never block the product.
Thread-safety of moving native scope ops off the calling thread
This deserves explicit treatment, because NeMo Relay scope stacks are thread-local and strict-LIFO:
pop_scopereturnsInvalidArgument("scope handle is not at the top of the stack")when the handle is not on top of the calling thread's stack. Running push/pop on a shared executor could therefore plausibly corrupt cross-session stack state.It does not, for two reasons that are worth checking rather than assuming:
context.run(...), so the caller's ContextVars — including the scope-stack ContextVar — are copied onto the executor thread._ensure_scope_stack()inpython/nemo_relay/_context.py), which is exactly the mechanism the library provides for mirroring a ContextVar-based stack onto a worker thread.Empirically, across a four-instance staging fleet running this build: zero
not at the top of the stackand zeroscope handle not founddiagnostics, with spans arriving normally for every scope type. Had the stack been corrupted by the thread move, strict LIFO would have surfaced it loudly and immediately.Known trade-off
A defensive timeout can mask a genuine bug rather than fix it. Two things make me comfortable shipping it anyway: the blocking call is across an FFI boundary into a library we don't own, where a bound is appropriate regardless of cause; and the failure it prevents is total (agent deadlock) while its cost is minimal (one span). Upstream investigation continues separately — this stops the bleeding, it doesn't close the question.
Tests
tests/agent/test_relay_runtime_bounded_scope_ops.py— fake relay whosepop/flushblock on a never-setEvent(a stand-in for any wedge cause, which is the right level of abstraction given the mechanism is open):end_turnreturns when the native pop wedgesclose_sessionreturns when the native pop wedgesclose_sessionreturns whensubscribers.flushwedgesfinish_logical_callsreturns and retains the unclosed prefix for diagnosticsend_turnreturns (guards the default lane against fire-and-forget regressions)Verified RED→GREEN: tests 1–4 hang on unfixed code. Mutation check: reverting the fix turns them red again; restoring turns them green.
Regression run (
tests/run_agent/test_run_agent.py,tests/plugins/test_nemo_relay_plugin.py,tests/hermes_cli/test_relay_shared_metrics_runtime.py+ the new file): 296 passed, 1 failed — the single failure (TestAnthropicInterruptHandler::test_interruptible_anthropic_interrupt_never_closes_shared_client) is pre-existing on the branch point, verified by running it against unmodifiedrelay_runtime.pyfrom03da1606b.Live verification
Deployed across a four-instance staging fleet with the plugin re-enabled: delegation batches that previously wedged for 600s now complete in seconds across workload shapes (instant children and children that run tool turns).
Worth noting honestly: the timeout never actually fires in production. Moving the native call onto an executor thread appears to change the finalization topology enough to avoid the wedge entirely. That is itself evidence for the thread-affinity hypothesis above — and it means the bound is insurance rather than the active mechanism of the fix.