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fix: stamp _db_persisted at row load time so resumed transcripts never re-append (#92231) - #92539

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kshitijk4poor:fix/92231-load-time-durability-stamp
Aug 23, 2026
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kshitijk4poor merged 4 commits into
NousResearch:mainfrom
kshitijk4poor:fix/92231-load-time-durability-stamp

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@kshitijk4poor

@kshitijk4poor kshitijk4poor commented Aug 22, 2026 •

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Summary

Resumed sessions no longer re-append their entire loaded transcript to state.db — message dicts are stamped _db_persisted at row load time, closing the row-amplification bug class behind #92231 (one incident session reached 15,962 active rows with only 472 distinct contents, doubling per compression cycle: 998 → 1,995 → 3,990 → 7,981).

Root cause: SessionDB.get_messages_as_conversation / get_resume_conversations returned plain dicts WITHOUT _DB_PERSISTED_MARKER. The flush dedup in _flush_messages_to_session_db only knew loaded rows were durable when the caller threaded the exact same list object through as conversation_history= (identity match). Every identity-losing handoff — compression's durable-snapshot adoption (which re-loads a fresh list), incremental tool-call persists that pass no history, rotation preflight on a cold resume — treated the whole loaded transcript as new and re-inserted it. Aborted rotations then compounded the copies.

Fix (architectural, one chokepoint): stamp the marker in SessionDB._rows_to_conversation, the shared row→dict conversion behind both loaders. A dict materialized FROM a durable row is durable by construction — no caller needs to know about identity boundaries anymore. This is the same pattern as the existing _row_id stamp in the same function.

Changes

  • hermes_state.py: define _DB_PERSISTED_MARKER_KEY (local literal — importing run_agent would be circular) and stamp it per row in _rows_to_conversation.
  • tests/agent/test_load_time_durability_stamp_92231.py (new): marker-literal sync guard across the three defining modules, load-stamp assertions for both loaders, 3-cycle identity-lost flush amplification repro, new-tail-still-writes guard, compaction-copy child-handoff guard.
  • tests/agent/test_session_rotation_flush_cold_resume_68454.py: the control test asserting the old double-write is now asserting idempotence (the "wrong" call shape is now safe).
  • tests/acp/test_session.py: restore-shape test pops the new marker like it already pops timestamp.
  • tests/test_message_reactions.py: the underscore-key allow-list test now sanctions _db_persisted alongside _row_id (same transport-strip contract).

Why this is safe

  • Wire safety: every transport strips underscore-prefixed keys before the API request (chat_completion_helpers.py _clean_message_for_api, anthropic_adapter.py key filter) — same contract _row_id relies on today.
  • Rotation handoffs still write: compression's assembly copies strip the marker (_fresh_compaction_message_copy + the terminal _strip_persistence_markers sweep in compress()), so compacted transcripts still flush to the child session — the Rotation compression: _db_persisted marker copied via messages[i].copy() skips bulk flush to child session (cached gateway regression since #50372) #57491 invariant is preserved and covered by a new test.
  • Branch/seed copies unaffected: /branch and the TUI _persist_branch_seed build fresh field-projected dicts and write via append_messages_batch directly — they never pass loaded dicts through the marker-gated flush.
  • turn_finalizer's marker pop (fill-empty-tail rewrite) still works: it operates on the live dict and invalidates the flush scan cursor, unchanged.
  • Staged CLI input: _pending_cli_user_message is always a freshly constructed dict, never a loaded one — its _db_persisted gates keep their semantics.

Validation

Check Result
New regression suite (5 tests) pass
3-agent Phase 2c review (reuse/quality/invariants) 1 must-fix found+fixed (reactions allow-list test); wire-strip verified on all 3 transports; repair-merge interaction verified pre-existing-safe
tests/agent/ + tests/test_hermes_state.py (5,379 tests) failure set byte-identical to origin/main baseline (189 pre-existing env failures, 0 new)
Targeted: rotation-boundary #68196, concurrent fork, ACP, reactions, hermes_state (320 tests) pass
E2E (real AIAgent + real SQLite, temp HERMES_HOME): 3 identity-lost reload+flush cycles rows stayed 12 → [12, 12, 12]; genuine new tail still writes (→14); re-flush idempotent (14)
ruff on changed files clean

Fixes #92231

Review-pass follow-up (commit 2)

Full /hermes-pr-review Phase 2 (2a/2b/2c) + /simplify-code ran on the final diff; three verified findings folded as a follow-up commit:

  • Literal consolidation: hermes_state.py now imports _DB_PERSISTED_MARKER from agent.context_compressor (the "can't import agent layer" premise was wrong — hermes_state already imports agent.* at module level; only run_agent is circular). agent/turn_finalizer.py's raw "_db_persisted" string (previously outside the drift guard) now uses the shared constant. test_marker_constant_in_sync extended with identity assertions + the turn_finalizer surface.
  • Marker-insensitive no-op check: with load-stamping, a cold-resumed stamped snapshot vs a marker-swept compress() no-op copy would compare unequal under raw == and misclassify "no progress" as progress. The commit-layer check now falls back to _strip_marker_for_comparison on both sides; raw == still runs first so engine-returned list subclasses keep their __eq__ semantics. New regression test, mutation-checked.

Follow-up validation: 334 targeted tests green (PR suites + hermes_state + turn_finalizer + micro-compaction); compression/compaction/finalizer sweep 269/269; both mutation checks fail-on-mutation/green-on-restore; ruff clean.

Second review round (commits 3-4)

Distinct 3-parallel-reviewer /simplify-code pass on the full final diff + reviewer-comment triage:

  • docs: the mutate-then-persist contract (in-place content mutation of a stamped dict ⇒ pop marker + invalidate flush-scan prefix) is now stated on _DB_PERSISTED_MARKER itself, addressing the review comment's silent-staleness concern. Both existing mutators already comply.
  • test: dropped two vacuous is identity assertions from the sync guard (CPython interns identifier-like literals, so is cannot detect a copy-pasted literal — verified empirically); the == assertions are the full honest guard.
  • Efficiency reviewer verified the two-leg no-op comparison is immaterial (runs once per compression attempt, adjacent to a multi-second summarization LLM call); reuse reviewer: no material findings; function-local _DB_PERSISTED_MARKER import verified cycle-required (context_compressor transitively loads conversation_compression).

Competing PRs #92269 and #92272 closed with credit — both scoped narrower than the chokepoint stamp (live-replay-only marking; per-call-site baseline threading).

Infographic

92231-load-time-durability-stamp

…r re-append (NousResearch#92231)

Resumed sessions loaded message dicts from state.db WITHOUT the
_DB_PERSISTED_MARKER, so any flush that lost the identity boundary
(compression durable-snapshot adoption, incremental tool-call persists,
rotation preflight on cold resume) re-appended the ENTIRE loaded
transcript as new rows. Compression cycles then doubled the copies:
the incident session grew 998 -> 1995 -> 3990 -> 7981 rows across
three aborted rotations (15,962 active rows, only 472 distinct).

Fix at the architectural chokepoint: SessionDB._rows_to_conversation
(shared by get_messages_as_conversation and get_resume_conversations)
now stamps the marker at row materialization time - a dict built FROM
a durable row is persisted by construction, regardless of which caller
loads it or how the list is later handed to a flush.

Safety:
- Wire-safe: every transport strips underscore-prefixed keys before
  the API request (chat_completion_helpers, anthropic_adapter), same
  contract as the existing _row_id stamp in the same function.
- Rotation handoffs still write: compression's assembly copies strip
  the marker (_fresh_compaction_message_copy + the terminal
  _strip_persistence_markers sweep), so compacted transcripts still
  flush to the child session (NousResearch#57491 invariant preserved).
- Branch/seed copies unaffected: /branch and _persist_branch_seed
  build fresh field-projected dicts and write via append_messages_batch
  directly, not through the marker-gated flush.

Tests: new regression suite (marker sync, load stamping, 3-cycle
amplification repro, new-tail write guard, compaction-copy handoff);
updated the NousResearch#68454 control test that asserted the old double-write
behavior and the ACP restore shape test.
@alt-glitch alt-glitch added type/bug Something isn't working comp/agent Core agent runtime: loop, agent_init, prompt builder, context-compression, responses endpoint area/sessions Session lifecycle, resume, persistence, history sweeper:risk-session-state Sweeper risk: may lose/corrupt/mis-associate session or context state P1 High — major feature broken, no workaround labels Aug 22, 2026
@Enough1122

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AI code review — automated review for reference, author can ignore or act on any point.

Strong root-cause fix: stamping durability at materialization time (hermes_state.py @@ -11098) removes an entire class of identity-losing handoff bugs instead of patching each call site, and the test suite is exemplary — constant-sync guard, amplification regression, over-skip guard, and the rotation control test flipped from documenting the double-write to forbidding it.

Two residual risks worth addressing:

  1. In-place mutation after load: the marker now asserts "this dict's content is durable," but nothing enforces it. Any path that loads rows via get_messages_as_conversation, mutates content in memory (steer injection, post-hoc redaction, summary substitution), and later flushes will be skipped as already-persisted — leaving the DB stale with no error. The steer path pops the marker manually, but a comment on _DB_PERSISTED_MARKER_KEY making the "mutate ⇒ pop or UPDATE" contract explicit (and ideally a debug-level log when a flush skips a row whose in-memory content differs from what was written) would prevent the next incident from being silent.

  2. Every consumer of these loaders now receives the _db_persisted key. The tests pin transport stripping for gateway/reactions paths, but export/trajectory/ACP serializers that JSON-dump loader output directly would start leaking internal keys. A quick audit of json.dumps(get_messages_as_conversation(...))-style call sites — or stripping non-opt-in underscore keys centrally — would close that.

Also remember to add any future duplicate constant definitions to test_marker_constant_in_sync.

…p check (NousResearch#92231 follow-up)

Review-pass follow-up on the load-time durability stamp:

- hermes_state.py: import the marker from agent.context_compressor instead
  of a third synced literal (hermes_state already imports agent.* at module
  level; only run_agent is circular). Old comment claimed otherwise.
- agent/turn_finalizer.py: replace the raw "_db_persisted" string at the
  fill-empty-tail pop site with the shared constant (was outside the drift
  guard).
- agent/conversation_compression.py: the no-op progress check now falls back
  to a marker-insensitive comparison (_strip_marker_for_comparison). Loaded
  rows are stamped at materialization time while compress() output is
  marker-swept, so a semantically-identical no-op copy on a cold-resumed
  session would previously compare unequal and take the progress branch.
  Raw == still runs first so engine-returned list subclasses keep their
  __eq__ semantics.
- test_marker_constant_in_sync extended to turn_finalizer + identity
  assertions; new test_noop_progress_check_is_marker_insensitive
  (mutation-checked: fails when the helper is neutered).
@kshitijk4poor

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Thanks — both points were verified and are addressed:

  1. Mutate ⇒ pop contract: now documented explicitly on _DB_PERSISTED_MARKER in run_agent.py ("the marker asserts this dict's CONTENT is durable as written; mutate-in-place + persist ⇒ pop the marker and invalidate _db_flush_scan_prefix"), pointing at the two canonical pop sites (turn_finalizer fill-empty-tail, context_compressor micro-compaction defrag). Both existing in-place mutators already follow the contract.

  2. Serializer key-leak audit: done as part of the review pass — all 12 consumers of get_messages_as_conversation/get_resume_conversations were enumerated and classified. Every JSON-serializing surface is safe: sessions export (JSONL) and the web /export endpoint use raw get_messages() rows (different, unstamped path); trace export/upload rebuilds explicit fields via build_trace_jsonl; ACP replay payloads are constructed from role/content. The only surface that ships the key is the desktop display projection that already opts into _row_id — same sanctioned-underscore contract, client ignores unknown keys, and live flushed dicts already carried the stamp pre-PR.

The constant-sync guard was also extended in the follow-up commit: hermes_state and turn_finalizer now import the constant from context_compressor (single source), leaving run_agent's predating copy as the only synced literal, with identity assertions in test_marker_constant_in_sync.

…arch#92231 review)

Reviewer point on NousResearch#92539: nothing documented that an in-place content
mutation of a stamped dict must pop _DB_PERSISTED_MARKER (and invalidate
the bounded flush-scan prefix) or the DB silently goes stale. Both
existing mutators (turn_finalizer fill-empty-tail, context_compressor
micro-compaction defrag) already follow the contract; this states it at
the constant so the next one does too.
…search#92231 review)

CPython interns identifier-like string literals, so 'is' cannot
distinguish an import alias from a copy-pasted literal (verified:
two exec'd namespaces each defining the literal share one object).
The equality assertions three lines above are the full honest guard.
Also reword a comment: raw == is marker-SENSITIVE, not asymmetric.
@kshitijk4poor
kshitijk4poor enabled auto-merge (rebase) August 23, 2026 07:58
@kshitijk4poor
kshitijk4poor merged commit 4621a2d into NousResearch:main Aug 23, 2026
35 checks passed
kshitijk4poor added a commit that referenced this pull request Aug 23, 2026
…eview)

Reviewer point on #92539: nothing documented that an in-place content
mutation of a stamped dict must pop _DB_PERSISTED_MARKER (and invalidate
the bounded flush-scan prefix) or the DB silently goes stale. Both
existing mutators (turn_finalizer fill-empty-tail, context_compressor
micro-compaction defrag) already follow the contract; this states it at
the constant so the next one does too.
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),
[@&#8203;enwaiax](https://github.com/enwaiax), [@&#8203;epeterpanz](https://github.com/epeterpanz), [@&#8203;EpicIsTheOne](https://github.com/EpicIsTheOne), [@&#8203;eric-senyao](https://github.com/eric-senyao), [@&#8203;ernst-bablick](https://github.com/ernst-bablick), [@&#8203;Eros-ITA](https://github.com/Eros-ITA), [@&#8203;erosika](https://github.com/erosika), [@&#8203;ethernet8023](https://github.com/ethernet8023),
[@&#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),
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[@&#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),
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melon-xf added a commit to melon-xf/hermes-agent that referenced this pull request Sep 3, 2026
…arch#92231 review)

Reviewer point on NousResearch#92539: nothing documented that an in-place content
mutation of a stamped dict must pop _DB_PERSISTED_MARKER (and invalidate
the bounded flush-scan prefix) or the DB silently goes stale. Both
existing mutators (turn_finalizer fill-empty-tail, context_compressor
micro-compaction defrag) already follow the contract; this states it at
the constant so the next one does too.
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Labels

area/sessions Session lifecycle, resume, persistence, history comp/agent Core agent runtime: loop, agent_init, prompt builder, context-compression, responses endpoint P1 High — major feature broken, no workaround 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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