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feat(sdk): add tools allowlist to FilesystemMiddleware - #4325

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Nishitha M (imnishitha) merged 34 commits into
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Jul 2, 2026
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feat(sdk): add tools allowlist to FilesystemMiddleware#4325
Nishitha M (imnishitha) merged 34 commits into
mainfrom
nm/disable-tools

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@imnishitha Nishitha M (imnishitha) commented Jun 26, 2026

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Summary

  • Adds a tools allowlist to FilesystemMiddleware. The default keeps all tools enabled; passing an explicit set restricts the model to only those tools.
  • The system prompt dynamically reflects which tools are actually visible — a tool not in the allowlist is omitted from the prompt entirely, so the model is never told about tools it can't use.
  • The allowlist can only narrow the tool set, never widen it. Some tools depend on backend capabilities that the allowlist can't override: execute is only available on sandbox backends, and delete is only available on backends that support deletion. Listing either against a backend that can't serve it is a no-op — the tool is silently filtered out, same as before this PR.
  • tools is threaded through create_deep_agent, so the main agent and the general-purpose subagent respect it automatically when you pass a FilesystemMiddleware(tools=...) instance via middleware=. Declarative subagents use their own FilesystemMiddleware spec independently — include one in that subagent's middleware to restrict it.
  • read_file cannot be excluded — passing a tools list without it raises ValueError at construction time.
  • User-provided (non-filesystem) tools are never affected by the tools list.
How the allowlist interacts with create_deep_agent

create_deep_agent builds separate FilesystemMiddleware instances internally: one for the main agent, one for the general-purpose subagent, and one per declarative subagent. The SDK uses name-based middleware merging — when you pass a FilesystemMiddleware(tools=...) instance via middleware=, it replaces the default FS middleware in-place on the main agent's stack. The general-purpose subagent inherits it too, because its base stack has a FilesystemMiddleware slot with the same .name.

Declarative subagents are different: each has its own independent base stack and only picks up the restriction if you include a FilesystemMiddleware(tools=...) in that subagent's own middleware spec. By design — declarative subagents often need different (broader or narrower) tool sets than the parent.

A single middleware=[FilesystemMiddleware(backend=backend, tools=...)] argument covers the main agent and GP subagent in one shot; declarative subagents require per-subagent opt-in.

Replacing the default FS middleware

Passing your own FilesystemMiddleware instance via middleware= replaces the SDK's default entirely — it is a whole-object swap, not a field-level merge. The default instance was pre-configured with backend, custom_tool_descriptions, and _permissions from the top-level create_deep_agent arguments; any parameter you omit on your own instance falls back to the constructor default, not to what create_deep_agent would have used.

For example, if you set permissions= on create_deep_agent, you must repeat permissions= on your FilesystemMiddleware instance or the rules won't apply.

User-provided tools

The allowlist only governs the eight built-in filesystem tool names (ls, read_file, write_file, edit_file, delete, glob, grep, execute). Any tool whose name isn't in that set passes through untouched — so you can safely layer filesystem restrictions on top of an agent that also has custom domain-specific tools without those tools disappearing.

Motivation

Gives callers explicit control over which filesystem tools are exposed. New tools added to FilesystemMiddleware in the future are automatically hidden from restricted agents without requiring config updates.

Example

# Read-only agent: write, edit, delete, and execute are never shown
agent = create_deep_agent(
    model="openai:gpt-5.5",
    middleware=[
        FilesystemMiddleware(
            backend=backend,
            tools={"read_file", "ls", "glob", "grep"},
        )
    ],
)

@github-actions github-actions Bot added deepagents Related to the `deepagents` SDK / agent harness internal User is a member of the `langchain-ai` GitHub organization size: S 50-199 LOC labels Jun 26, 2026
@imnishitha Nishitha M (imnishitha) changed the title feat)sdk: add disable_tools parameter to FilesystemMiddleware (feat)sdk: add disable_tools parameter to FilesystemMiddleware Jun 26, 2026
@imnishitha Nishitha M (imnishitha) changed the title (feat)sdk: add disable_tools parameter to FilesystemMiddleware feat(sdk): add disable_tools parameter to FilesystemMiddleware Jun 26, 2026

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Comment thread libs/deepagents/deepagents/graph.py Outdated
@github-actions github-actions Bot added the feature New feature/enhancement or request for one label Jun 26, 2026

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Security Issues

  • Tool authorization bypass via subagents
    Top-level disable_tools is not propagated to declarative subagents. If an application disables dangerous filesystem tools such as execute, write_file, or delete on the main agent, a user or prompt-injected model can delegate work to a subagent whose middleware is initialized without those disabled tools and regain access to the prohibited capability.

Recommendations

  • Combine the parent disable_tools set with any subagent-specific disables when constructing subagent middleware, so subagents can only further restrict tools and cannot re-enable tools disabled at the parent agent level.

Comment thread libs/deepagents/deepagents/graph.py Outdated
@imnishitha
Nishitha M (imnishitha) marked this pull request as draft June 26, 2026 17:50
Nishitha M (imnishitha) and others added 9 commits June 26, 2026 14:30
Combines the v0.7-only delete support work originally merged through:

- #3659
- #3691
- #3765
- #3851
Co-authored-by: ccurme <chester.curme@gmail.com>
Signed-off-by: Nishitha M <32355027+imnishitha@users.noreply.github.com>
Remove the standalone `disable_tools` parameter from `create_deep_agent`
and the `SubAgent` TypedDict. Users now pass a `FilesystemMiddleware`
instance (with `disable_tools` set) directly in the `middleware` list for
the main agent, or in a subagent spec's `middleware` field.

The graph extracts any `FilesystemMiddleware` found in those lists, reads
its `_disable_tools`, and uses it when building the built-in
`FilesystemMiddleware` for the main agent, GP subagent (inherited), and
each declarative subagent respectively.
@github-actions github-actions Bot added size: L 500-999 LOC and removed size: S 50-199 LOC labels Jun 29, 2026
@imnishitha
Nishitha M (imnishitha) changed the base branch from main to nm/override-default-mw June 29, 2026 14:50
Base automatically changed from nm/override-default-mw to main June 30, 2026 14:53
@github-actions github-actions Bot removed the size: L 500-999 LOC label Jun 30, 2026
@imnishitha Nishitha M (imnishitha) changed the title feat(sdk): add disable_tools parameter to FilesystemMiddleware feat(sdk): add enabled_tools allowlist to FilesystemMiddleware Jun 30, 2026
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Comment thread libs/deepagents/deepagents/middleware/filesystem.py Outdated
Comment thread libs/deepagents/deepagents/middleware/filesystem.py Outdated
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Comment thread libs/deepagents/deepagents/middleware/filesystem.py Outdated
Nishitha M (imnishitha) and others added 3 commits July 1, 2026 15:30
Co-authored-by: open-swe[bot] <215916821+open-swe[bot]@users.noreply.github.com>
Signed-off-by: Nishitha M <32355027+imnishitha@users.noreply.github.com>

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can we add at least one minimal end-to-end test in tests/test_end_to_end.py demonstrating how the system prompt is changed, and spying on the request to demonstrate that disabled tools are not there?

Comment thread libs/deepagents/deepagents/middleware/filesystem.py Outdated
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codspeed-hq Bot commented Jul 2, 2026

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Merging this PR will improve performance by 23.48%

⚡ 1 improved benchmark
✅ 20 untouched benchmarks
⏩ 79 skipped benchmarks1

Performance Changes

Mode Benchmark BASE HEAD Efficiency
WallTime test_filesystem_init 490.4 µs 397.1 µs +23.48%

Tip

Curious why this is faster? Comment @codspeedbot explain why this is faster on this PR, or directly use the CodSpeed MCP with your agent.


Comparing nm/disable-tools (455dbbd) with main (9eb736b)

Open in CodSpeed

Footnotes

  1. 79 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports.

Comment thread libs/deepagents/deepagents/middleware/filesystem.py Outdated
Comment thread libs/deepagents/deepagents/middleware/filesystem.py Outdated
@imnishitha
Nishitha M (imnishitha) merged commit 704a70d into main Jul 2, 2026
62 checks passed
@imnishitha
Nishitha M (imnishitha) deleted the nm/disable-tools branch July 2, 2026 16:07
@imnishitha Nishitha M (imnishitha) changed the title feat(sdk): add enabled_tools allowlist to FilesystemMiddleware feat(sdk): add tools allowlist to FilesystemMiddleware Jul 28, 2026
Mason Daugherty (mdrxy) added a commit that referenced this pull request Jul 29, 2026
> [!CAUTION]
> Merging this PR will automatically publish to **PyPI** and create a
**GitHub release**.

For the full release process, see
[`.github/RELEASING.md`](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md).

---

_Release notes preview: keep this section in sync with the package
`CHANGELOG.md`. Publish reads the merged CHANGELOG via `release.yml`,
not this PR description — keep them aligned anyway so the PR stays an
accurate historical record for reviewers and anyone returning later._

---


##
[0.7.0](deepagents==0.6.12...deepagents==0.7.0)
(2026-07-29)

See [the
docs](https://docs.langchain.com/oss/python/releases/changelog#deepagents-v0-7-0)
for curated release notes.

### ⚠ BREAKING CHANGES

* `create_deep_agent` no longer includes `TodoListMiddleware` by
default, the `write_todos` tool, `todos` state channel, and
todo-planning prompt are now absent. Pass
`middleware=[TodoListMiddleware()]` to restore them on the main agent;
add it to each `SubAgent`'s middleware to restore them there.
([#4929](#4929))
([9340518](9340518))
* Default agent prompts are now lean: the authored base prompt is empty,
and tool-usage prose that duplicates tool schemas is trimmed.
`BASE_AGENT_PROMPT` is deprecated (removal in `deepagents==0.9.0`) but
remains importable and still returns the previous authored prompt
verbatim; pass it as
`create_deep_agent(system_prompt=BASE_AGENT_PROMPT)` to restore the old
behavior.
([#4859](#4859))
([#4979](#4979))
([a8d1b32](a8d1b32))
([d9f54fc](d9f54fc))
* The built-in tool-usage prompt constants `TASK_SYSTEM_PROMPT`,
`ASYNC_TASK_SYSTEM_PROMPT`, `SUMMARIZATION_SYSTEM_PROMPT`,
`FILESYSTEM_SYSTEM_PROMPT`, and `EXECUTION_SYSTEM_PROMPT` are removed,
and the `system_prompt` default on `SubAgentMiddleware`,
`AsyncSubAgentMiddleware`, `SummarizationToolMiddleware`, and
`create_summarization_tool_middleware` is now `None`, which injects no
prose. Pass your own string to restore prompt text.
([#4859](#4859))
([a8d1b32](a8d1b32))
* `FilesystemBackend` and `LocalShellBackend` now default to
`virtual_mode=True`. Filesystem paths are anchored under `root_dir`,
`..` traversal is rejected, and paths resolving outside `root_dir` raise
`ValueError`. Previously an unspecified `virtual_mode` emitted a
deprecation warning and fell back to `False`, where absolute host paths
were used as-is and `..` could escape `root_dir`. Pass
`virtual_mode=False` explicitly to restore the old filesystem behavior.
([#4541](#4541))
([540a0fa](540a0fa))
* Agents now see a destructive, recursive `delete` filesystem tool
whenever the backend supports it, and filesystem permissions classify
`delete` as a write operation — so an existing rule allowing writes to a
path also authorizes recursively deleting that subtree unless a narrower
deny or interrupt rule covers the target. Because recursive deletes
affect descendants, deny and interrupt checks use bulk path overlap
instead of exact-path matching. To keep the previous behavior, add a
deny or interrupt rule, or omit `delete` from
`FilesystemMiddleware(tools=...)`. Missing paths return a not-found
error, `CompositeBackend` reports an unsupported-operation error when a
routed sub-backend cannot delete, and the tool is hidden from the model
entirely when the backend itself does not implement it.
([#3659](#3659))
([#3691](#3691))
([#3765](#3765))
([#3851](#3851))
([f2a21ec](f2a21ec))
* `write_file` can now create a file if it is missing and replaces it
entirely if it already exists, instead of returning a file-exists error.
The `write_file` tool description no longer requires reading the file
first. There is no "create-only" compatibility mode. Workflows, prompts,
tests, or guardrails that relied on the file-exists error to force
`edit_file` usage or to protect existing content must omit `write_file`,
add explicit permission or interrupt rules, or use `edit_file` where
preserving existing content matters.
([#4109](#4109))
([2506fcc](2506fcc))
* Removed deprecated backend compatibility shims. Callers must pass
concrete `BackendProtocol` instances (not factories), configure
`StoreBackend` with an explicit `namespace`, and use the current `ls` /
`glob` / `grep` / `ReadResult` APIs.
([#4541](#4541))
([540a0fa](540a0fa))
* The deprecated `files_update` attribute and constructor keyword are
removed from `WriteResult` and `EditResult`. Custom backends must stop
passing `files_update=`, and callers must stop reading
`result.files_update`; state writes are emitted directly by
`StateBackend`.
([#4541](#4541))
([540a0fa](540a0fa))
* Removed the deprecated `BackendProtocol` methods `ls_info`,
`als_info`, `glob_info`, `aglob_info`, `grep_raw`, and `agrep_raw`. Use
`ls` / `glob` / `grep` and their async counterparts.
([#4541](#4541))
([540a0fa](540a0fa))
* `SummarizationMiddleware(history_path_prefix=...)` was removed and now
raises `TypeError`. Configure `CompositeBackend(artifacts_root=...)`
instead.
([#4541](#4541))
([540a0fa](540a0fa))
* Agent-facing `ls` and `glob` tool output now renders empty results as
`No files found` instead of `[]`; direct backend APIs continue to return
structured empty `LsResult` and `GlobResult` values. Callers that parse
tool output should update those checks.
([#3709](#3709))
([efafd1e](efafd1e))
* `read_file` no longer renders raw text with a fixed-width `cat
-n`-style line-number gutter and tab separator. Line and continuation
markers are dynamically aligned and separated from source content by two
spaces, and the `LINE_NUMBER_WIDTH` constant is removed from
`deepagents.backends.utils` and `deepagents.middleware.filesystem`.
Callers that parse raw tool output should update those parsers.
([#4561](#4561))
([cf057b4](cf057b4))

### Features

* Custom middleware passed to `create_deep_agent(..., middleware=[...])`
can replace a default middleware instance when `.name` matches, so
defaults such as `SummarizationMiddleware` can be overridden without
also excluding the built-in instance.
([#4251](#4251))
([90c8472](90c8472))
* `FilesystemMiddleware(tools=[...])` accepts a keyword-only allowlist
of built-in filesystem tools, typed by the newly exported `FsToolName`
literal (`"ls"`, `"read_file"`, `"write_file"`, `"edit_file"`,
`"delete"`, `"glob"`, `"grep"`, `"execute"`); pass `"all"` or omit the
argument to keep every tool. A list must include `"read_file"` or the
constructor raises `ValueError`. Omitted built-in tools are
non-executable, and custom user tools are unaffected.
([#4325](#4325))
([#4698](#4698))
([704a70d](704a70d))
([9709525](9709525))
* Shorten LLM-facing descriptions for the `task` tool and filesystem
tools (`read_file`, `grep`, `edit_file`, `glob`, `execute`).
([#5009](#5009))
([761f5f0](761f5f0))
* `GrepResult` and `GlobResult` now carry a `truncated` flag so
supporting backends can return valid partial results when a match cap or
backend deadline is reached; agent-facing tool output adds a note
telling the model to narrow the search. `FilesystemBackend` returns
partial `grep` and `glob` results on its backend timeout rather than
erroring, while other backend or middleware timeouts may still return
errors. Its `glob` also gains brace expansion such as `*.{py,md}`
(already supported by the state and store backends).
([#4063](#4063))
([ef591e7](ef591e7))
* The agent-facing `grep` match cap is configurable:
`FilesystemMiddleware(grep_max_count=...)` sets the default (`1000`;
`None` disables it) and the model can override it per call through the
tool's new `max_count` argument. `grep` / `agrep` on `BackendProtocol`
and all built-in backends accept a keyword-only `max_count`. Local
ripgrep output is streamed and terminated once the cap is reached.
Direct `FilesystemBackend.grep()` callers can request surrounding lines
with keyword-only `context_lines`.
([#4570](#4570))
([#4706](#4706))
([8e86f5e](8e86f5e))
([65230df](65230df))
* Paginated built-in `read_file` responses report the returned
source-line range and next `offset`; total and remaining line counts are
included when the backend knows the file length. Resume offsets remain
safe when sandbox or middleware limits shorten the visible page.
([#4540](#4540))
([8321194](8321194))
* Optional video frame extraction for `read_file`, enabled by the new
`deepagents[video]` extra. Video files are sampled into JPEG frames,
with `offset` and `limit` interpreted as seconds. Without the extra,
existing generic video/file content-block behavior remains.
([#4094](#4094))
([b927147](b927147))
* `FilesystemMiddleware` can capture oversized `execute` tool output
directly inside the sandbox artifact path on compatible, opted-in
`BaseSandbox` implementations to reduce round trips; `LangSmithSandbox`
opts in by default.
([#4230](#4230))
([02f5bd7](02f5bd7))
* Automatically enable Fireworks prompt-cache session affinity when a
compatible `langchain-fireworks` installation is available.
([#4598](#4598))
([5d878bf](5d878bf))
* Add a built-in NVIDIA Nemotron 3 Ultra harness profile and NVIDIA NIM
app-origin attribution.
([#4192](#4192))
([#4455](#4455))
([d5a60ec](d5a60ec))
([4cb4749](4cb4749))
* `RubricMiddleware` now accepts any positive `max_iterations` cap
instead of enforcing a hard upper bound.
([#4405](#4405))
([d6692a7](d6692a7))

### Bug Fixes

* Keep fields marked with `PrivateStateAttr`, including fields declared
through `create_deep_agent(state_schema=...)`, out of subagent inputs
and returned parent-state updates.
([#4587](#4587))
([a4662c0](a4662c0))
* Preserve `ContextT` through the `create_deep_agent(...,
middleware=[...])` type annotation so type checkers accept context-aware
middleware when a matching `context_schema` is passed.
([#4055](#4055))
([7be76c7](7be76c7))
* Accept YAML list values as well as comma-separated strings for skill
`allowed-tools` frontmatter, and make skill truncation warnings
actionable with field name, path, length, configured limit, and impact.
([#4140](#4140))
([#4141](#4141))
([d62534c](d62534c))
([2f5f5b8](2f5f5b8))
* Align filesystem instructions with the tools that remain after
allowlist and backend-capability filtering, so agents no longer
reference hidden `grep`/`glob` tools or prohibit equivalent shell search
when dedicated search tools are unavailable.
([#4920](#4920))
([#4921](#4921))
([d3650c7](d3650c7))
([b65cc00](b65cc00))
* Propagate default-backend failures from `CompositeBackend.ls("/")` and
`CompositeBackend.als("/")` instead of returning successful route-only
listings.
([#4925](#4925))
([4c3b166](4c3b166))
* Correct `CompositeBackend.glob` / `CompositeBackend.aglob` routing so
explicit default-backend paths such as `/tools` do not also return files
from routed backends such as `/memories`.
([#4531](#4531))
([cbdb0a7](cbdb0a7))
* Propagate default- and routed-backend failures from root
`CompositeBackend.glob(..., path=None)` / `aglob(..., path=None)` and
`path="/"` searches instead of returning incomplete successful results.
([#4063](#4063))
([ef591e7](ef591e7))
* Constrain sandbox `glob` and slash-pattern `grep` searches to their
declared search root by treating leading `/` as search-root-relative,
rejecting `..` traversal segments, and filtering symlink-resolved
matches outside the root.
([#4588](#4588))
([c6c7213](c6c7213))
* Unify `grep(..., glob=...)` include-glob semantics across filesystem
and in-memory backends: basename patterns like `*.py` match at any
depth, and slash-containing patterns like `src/**/*.py` match relative
paths consistently.
([#3936](#3936))
([feab6e0](feab6e0))
* Improve agent-facing `grep` descriptions and no-match hints to steer
regex-looking patterns toward literal searches, route slash-containing
sandbox include-globs correctly, and shorten default search timeouts so
bad patterns and huge trees return guidance faster.
([#4168](#4168))
([b1dbf5e](b1dbf5e))
* Align sandbox delete behavior with other backends by returning
not-found errors for missing paths, and avoid over-blocking unrelated
sibling deletes when deny rules use glob patterns.
([#4321](#4321))
([d77496b](d77496b))
* Improve rubric grader failure diagnostics with configured model,
structured-output strategy, and integer HTTP status when available.
([#4938](#4938))
([#4967](#4967))
([f51d3a0](f51d3a0))
([bca70aa](bca70aa))
* Emit `max_iterations_reached` as the terminal `RubricMiddleware`
status when the iteration cap is exhausted, instead of a final
`needs_revision` event that will not loop.
([#4406](#4406))
([a51c8d2](a51c8d2))
* Handle missing async subagent URLs consistently in `check_async_task`
and `cancel_async_task`.
([#3967](#3967))
([b0d92c0](b0d92c0))

### Performance Improvements

* Run LangSmith sandbox commands over the async client.
([#5061](#5061))
([0d08747](0d08747))

---

_End release notes preview._

---

> [!NOTE]
> A **New Contributors** section is appended to the GitHub release notes
automatically at publish time (see [Release
Pipeline](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md#release-pipeline),
step 2).

---------

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Mason Daugherty <github@mdrxy.com>
Marcelo5444 pushed a commit to Marcelo5444/deepagents that referenced this pull request Jul 30, 2026
…angchain-ai#4325)

### Summary

- Adds an `tools` allowlist to `FilesystemMiddleware`. The default keeps
all tools enabled. Passing an explicit set restricts the model to only
those tools.
- The system prompt dynamically reflects the tools that are actually
visible: if a tool is not in the `tools` it is omitted from the prompt
entirely, so the model is never told about tools it cannot use.
- Backend capability checks for execute and delete still apply on top of
the allowlist. Listing either in `tools` when the backend does not
support them is a no-op, they are silently filtered out.
- `tools` is threaded through create_deep_agent so the main agent and GP
subagent respect it automatically. Declarative subagents use their own
`FilesystemMiddleware` spec independently.
- `read_file` cannot be excluded: passing the `tools` without it raises
ValueError at construction time.
- User-provided tools are never affected by the `tools` list.
- When passing a custom `FilesystemMiddleware` instance via
`middleware=`, all desired parameters must be specified explicitly. Any
omitted parameter falls back to its constructor default.

### Motivation

Gives callers explicit control over which filesystem tools are exposed.
New tools added to `FilesystemMiddleware` in the future are
automatically hidden from restricted agents without requiring config
updates.


Example
```Python
# Read-only agent: write, edit, delete, and execute are never shown
agent = create_deep_agent(
    model="openai:gpt-5.5",
    middleware=[
        FilesystemMiddleware(
            backend=backend,
            tools={"read_file", "ls", "glob", "grep"},
        )
    ],
)
```

---------

Signed-off-by: Nishitha M <32355027+imnishitha@users.noreply.github.com>
Co-authored-by: Mason Daugherty <github@mdrxy.com>
Co-authored-by: ccurme <chester.curme@gmail.com>
Co-authored-by: open-swe[bot] <215916821+open-swe[bot]@users.noreply.github.com>
Marcelo5444 pushed a commit to Marcelo5444/deepagents that referenced this pull request Jul 30, 2026
> [!CAUTION]
> Merging this PR will automatically publish to **PyPI** and create a
**GitHub release**.

For the full release process, see
[`.github/RELEASING.md`](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md).

---

_Release notes preview: keep this section in sync with the package
`CHANGELOG.md`. Publish reads the merged CHANGELOG via `release.yml`,
not this PR description — keep them aligned anyway so the PR stays an
accurate historical record for reviewers and anyone returning later._

---


##
[0.7.0](langchain-ai/deepagents@deepagents==0.6.12...deepagents==0.7.0)
(2026-07-29)

See [the
docs](https://docs.langchain.com/oss/python/releases/changelog#deepagents-v0-7-0)
for curated release notes.

### ⚠ BREAKING CHANGES

* `create_deep_agent` no longer includes `TodoListMiddleware` by
default, the `write_todos` tool, `todos` state channel, and
todo-planning prompt are now absent. Pass
`middleware=[TodoListMiddleware()]` to restore them on the main agent;
add it to each `SubAgent`'s middleware to restore them there.
([langchain-ai#4929](langchain-ai#4929))
([9340518](langchain-ai@9340518))
* Default agent prompts are now lean: the authored base prompt is empty,
and tool-usage prose that duplicates tool schemas is trimmed.
`BASE_AGENT_PROMPT` is deprecated (removal in `deepagents==0.9.0`) but
remains importable and still returns the previous authored prompt
verbatim; pass it as
`create_deep_agent(system_prompt=BASE_AGENT_PROMPT)` to restore the old
behavior.
([langchain-ai#4859](langchain-ai#4859))
([langchain-ai#4979](langchain-ai#4979))
([a8d1b32](langchain-ai@a8d1b32))
([d9f54fc](langchain-ai@d9f54fc))
* The built-in tool-usage prompt constants `TASK_SYSTEM_PROMPT`,
`ASYNC_TASK_SYSTEM_PROMPT`, `SUMMARIZATION_SYSTEM_PROMPT`,
`FILESYSTEM_SYSTEM_PROMPT`, and `EXECUTION_SYSTEM_PROMPT` are removed,
and the `system_prompt` default on `SubAgentMiddleware`,
`AsyncSubAgentMiddleware`, `SummarizationToolMiddleware`, and
`create_summarization_tool_middleware` is now `None`, which injects no
prose. Pass your own string to restore prompt text.
([langchain-ai#4859](langchain-ai#4859))
([a8d1b32](langchain-ai@a8d1b32))
* `FilesystemBackend` and `LocalShellBackend` now default to
`virtual_mode=True`. Filesystem paths are anchored under `root_dir`,
`..` traversal is rejected, and paths resolving outside `root_dir` raise
`ValueError`. Previously an unspecified `virtual_mode` emitted a
deprecation warning and fell back to `False`, where absolute host paths
were used as-is and `..` could escape `root_dir`. Pass
`virtual_mode=False` explicitly to restore the old filesystem behavior.
([langchain-ai#4541](langchain-ai#4541))
([540a0fa](langchain-ai@540a0fa))
* Agents now see a destructive, recursive `delete` filesystem tool
whenever the backend supports it, and filesystem permissions classify
`delete` as a write operation — so an existing rule allowing writes to a
path also authorizes recursively deleting that subtree unless a narrower
deny or interrupt rule covers the target. Because recursive deletes
affect descendants, deny and interrupt checks use bulk path overlap
instead of exact-path matching. To keep the previous behavior, add a
deny or interrupt rule, or omit `delete` from
`FilesystemMiddleware(tools=...)`. Missing paths return a not-found
error, `CompositeBackend` reports an unsupported-operation error when a
routed sub-backend cannot delete, and the tool is hidden from the model
entirely when the backend itself does not implement it.
([langchain-ai#3659](langchain-ai#3659))
([langchain-ai#3691](langchain-ai#3691))
([langchain-ai#3765](langchain-ai#3765))
([langchain-ai#3851](langchain-ai#3851))
([f2a21ec](langchain-ai@f2a21ec))
* `write_file` can now create a file if it is missing and replaces it
entirely if it already exists, instead of returning a file-exists error.
The `write_file` tool description no longer requires reading the file
first. There is no "create-only" compatibility mode. Workflows, prompts,
tests, or guardrails that relied on the file-exists error to force
`edit_file` usage or to protect existing content must omit `write_file`,
add explicit permission or interrupt rules, or use `edit_file` where
preserving existing content matters.
([langchain-ai#4109](langchain-ai#4109))
([2506fcc](langchain-ai@2506fcc))
* Removed deprecated backend compatibility shims. Callers must pass
concrete `BackendProtocol` instances (not factories), configure
`StoreBackend` with an explicit `namespace`, and use the current `ls` /
`glob` / `grep` / `ReadResult` APIs.
([langchain-ai#4541](langchain-ai#4541))
([540a0fa](langchain-ai@540a0fa))
* The deprecated `files_update` attribute and constructor keyword are
removed from `WriteResult` and `EditResult`. Custom backends must stop
passing `files_update=`, and callers must stop reading
`result.files_update`; state writes are emitted directly by
`StateBackend`.
([langchain-ai#4541](langchain-ai#4541))
([540a0fa](langchain-ai@540a0fa))
* Removed the deprecated `BackendProtocol` methods `ls_info`,
`als_info`, `glob_info`, `aglob_info`, `grep_raw`, and `agrep_raw`. Use
`ls` / `glob` / `grep` and their async counterparts.
([langchain-ai#4541](langchain-ai#4541))
([540a0fa](langchain-ai@540a0fa))
* `SummarizationMiddleware(history_path_prefix=...)` was removed and now
raises `TypeError`. Configure `CompositeBackend(artifacts_root=...)`
instead.
([langchain-ai#4541](langchain-ai#4541))
([540a0fa](langchain-ai@540a0fa))
* Agent-facing `ls` and `glob` tool output now renders empty results as
`No files found` instead of `[]`; direct backend APIs continue to return
structured empty `LsResult` and `GlobResult` values. Callers that parse
tool output should update those checks.
([langchain-ai#3709](langchain-ai#3709))
([efafd1e](langchain-ai@efafd1e))
* `read_file` no longer renders raw text with a fixed-width `cat
-n`-style line-number gutter and tab separator. Line and continuation
markers are dynamically aligned and separated from source content by two
spaces, and the `LINE_NUMBER_WIDTH` constant is removed from
`deepagents.backends.utils` and `deepagents.middleware.filesystem`.
Callers that parse raw tool output should update those parsers.
([langchain-ai#4561](langchain-ai#4561))
([cf057b4](langchain-ai@cf057b4))

### Features

* Custom middleware passed to `create_deep_agent(..., middleware=[...])`
can replace a default middleware instance when `.name` matches, so
defaults such as `SummarizationMiddleware` can be overridden without
also excluding the built-in instance.
([langchain-ai#4251](langchain-ai#4251))
([90c8472](langchain-ai@90c8472))
* `FilesystemMiddleware(tools=[...])` accepts a keyword-only allowlist
of built-in filesystem tools, typed by the newly exported `FsToolName`
literal (`"ls"`, `"read_file"`, `"write_file"`, `"edit_file"`,
`"delete"`, `"glob"`, `"grep"`, `"execute"`); pass `"all"` or omit the
argument to keep every tool. A list must include `"read_file"` or the
constructor raises `ValueError`. Omitted built-in tools are
non-executable, and custom user tools are unaffected.
([langchain-ai#4325](langchain-ai#4325))
([langchain-ai#4698](langchain-ai#4698))
([704a70d](langchain-ai@704a70d))
([9709525](langchain-ai@9709525))
* Shorten LLM-facing descriptions for the `task` tool and filesystem
tools (`read_file`, `grep`, `edit_file`, `glob`, `execute`).
([langchain-ai#5009](langchain-ai#5009))
([761f5f0](langchain-ai@761f5f0))
* `GrepResult` and `GlobResult` now carry a `truncated` flag so
supporting backends can return valid partial results when a match cap or
backend deadline is reached; agent-facing tool output adds a note
telling the model to narrow the search. `FilesystemBackend` returns
partial `grep` and `glob` results on its backend timeout rather than
erroring, while other backend or middleware timeouts may still return
errors. Its `glob` also gains brace expansion such as `*.{py,md}`
(already supported by the state and store backends).
([langchain-ai#4063](langchain-ai#4063))
([ef591e7](langchain-ai@ef591e7))
* The agent-facing `grep` match cap is configurable:
`FilesystemMiddleware(grep_max_count=...)` sets the default (`1000`;
`None` disables it) and the model can override it per call through the
tool's new `max_count` argument. `grep` / `agrep` on `BackendProtocol`
and all built-in backends accept a keyword-only `max_count`. Local
ripgrep output is streamed and terminated once the cap is reached.
Direct `FilesystemBackend.grep()` callers can request surrounding lines
with keyword-only `context_lines`.
([langchain-ai#4570](langchain-ai#4570))
([langchain-ai#4706](langchain-ai#4706))
([8e86f5e](langchain-ai@8e86f5e))
([65230df](langchain-ai@65230df))
* Paginated built-in `read_file` responses report the returned
source-line range and next `offset`; total and remaining line counts are
included when the backend knows the file length. Resume offsets remain
safe when sandbox or middleware limits shorten the visible page.
([langchain-ai#4540](langchain-ai#4540))
([8321194](langchain-ai@8321194))
* Optional video frame extraction for `read_file`, enabled by the new
`deepagents[video]` extra. Video files are sampled into JPEG frames,
with `offset` and `limit` interpreted as seconds. Without the extra,
existing generic video/file content-block behavior remains.
([langchain-ai#4094](langchain-ai#4094))
([b927147](langchain-ai@b927147))
* `FilesystemMiddleware` can capture oversized `execute` tool output
directly inside the sandbox artifact path on compatible, opted-in
`BaseSandbox` implementations to reduce round trips; `LangSmithSandbox`
opts in by default.
([langchain-ai#4230](langchain-ai#4230))
([02f5bd7](langchain-ai@02f5bd7))
* Automatically enable Fireworks prompt-cache session affinity when a
compatible `langchain-fireworks` installation is available.
([langchain-ai#4598](langchain-ai#4598))
([5d878bf](langchain-ai@5d878bf))
* Add a built-in NVIDIA Nemotron 3 Ultra harness profile and NVIDIA NIM
app-origin attribution.
([langchain-ai#4192](langchain-ai#4192))
([langchain-ai#4455](langchain-ai#4455))
([d5a60ec](langchain-ai@d5a60ec))
([4cb4749](langchain-ai@4cb4749))
* `RubricMiddleware` now accepts any positive `max_iterations` cap
instead of enforcing a hard upper bound.
([langchain-ai#4405](langchain-ai#4405))
([d6692a7](langchain-ai@d6692a7))

### Bug Fixes

* Keep fields marked with `PrivateStateAttr`, including fields declared
through `create_deep_agent(state_schema=...)`, out of subagent inputs
and returned parent-state updates.
([langchain-ai#4587](langchain-ai#4587))
([a4662c0](langchain-ai@a4662c0))
* Preserve `ContextT` through the `create_deep_agent(...,
middleware=[...])` type annotation so type checkers accept context-aware
middleware when a matching `context_schema` is passed.
([langchain-ai#4055](langchain-ai#4055))
([7be76c7](langchain-ai@7be76c7))
* Accept YAML list values as well as comma-separated strings for skill
`allowed-tools` frontmatter, and make skill truncation warnings
actionable with field name, path, length, configured limit, and impact.
([langchain-ai#4140](langchain-ai#4140))
([langchain-ai#4141](langchain-ai#4141))
([d62534c](langchain-ai@d62534c))
([2f5f5b8](langchain-ai@2f5f5b8))
* Align filesystem instructions with the tools that remain after
allowlist and backend-capability filtering, so agents no longer
reference hidden `grep`/`glob` tools or prohibit equivalent shell search
when dedicated search tools are unavailable.
([langchain-ai#4920](langchain-ai#4920))
([langchain-ai#4921](langchain-ai#4921))
([d3650c7](langchain-ai@d3650c7))
([b65cc00](langchain-ai@b65cc00))
* Propagate default-backend failures from `CompositeBackend.ls("/")` and
`CompositeBackend.als("/")` instead of returning successful route-only
listings.
([langchain-ai#4925](langchain-ai#4925))
([4c3b166](langchain-ai@4c3b166))
* Correct `CompositeBackend.glob` / `CompositeBackend.aglob` routing so
explicit default-backend paths such as `/tools` do not also return files
from routed backends such as `/memories`.
([langchain-ai#4531](langchain-ai#4531))
([cbdb0a7](langchain-ai@cbdb0a7))
* Propagate default- and routed-backend failures from root
`CompositeBackend.glob(..., path=None)` / `aglob(..., path=None)` and
`path="/"` searches instead of returning incomplete successful results.
([langchain-ai#4063](langchain-ai#4063))
([ef591e7](langchain-ai@ef591e7))
* Constrain sandbox `glob` and slash-pattern `grep` searches to their
declared search root by treating leading `/` as search-root-relative,
rejecting `..` traversal segments, and filtering symlink-resolved
matches outside the root.
([langchain-ai#4588](langchain-ai#4588))
([c6c7213](langchain-ai@c6c7213))
* Unify `grep(..., glob=...)` include-glob semantics across filesystem
and in-memory backends: basename patterns like `*.py` match at any
depth, and slash-containing patterns like `src/**/*.py` match relative
paths consistently.
([langchain-ai#3936](langchain-ai#3936))
([feab6e0](langchain-ai@feab6e0))
* Improve agent-facing `grep` descriptions and no-match hints to steer
regex-looking patterns toward literal searches, route slash-containing
sandbox include-globs correctly, and shorten default search timeouts so
bad patterns and huge trees return guidance faster.
([langchain-ai#4168](langchain-ai#4168))
([b1dbf5e](langchain-ai@b1dbf5e))
* Align sandbox delete behavior with other backends by returning
not-found errors for missing paths, and avoid over-blocking unrelated
sibling deletes when deny rules use glob patterns.
([langchain-ai#4321](langchain-ai#4321))
([d77496b](langchain-ai@d77496b))
* Improve rubric grader failure diagnostics with configured model,
structured-output strategy, and integer HTTP status when available.
([langchain-ai#4938](langchain-ai#4938))
([langchain-ai#4967](langchain-ai#4967))
([f51d3a0](langchain-ai@f51d3a0))
([bca70aa](langchain-ai@bca70aa))
* Emit `max_iterations_reached` as the terminal `RubricMiddleware`
status when the iteration cap is exhausted, instead of a final
`needs_revision` event that will not loop.
([langchain-ai#4406](langchain-ai#4406))
([a51c8d2](langchain-ai@a51c8d2))
* Handle missing async subagent URLs consistently in `check_async_task`
and `cancel_async_task`.
([langchain-ai#3967](langchain-ai#3967))
([b0d92c0](langchain-ai@b0d92c0))

### Performance Improvements

* Run LangSmith sandbox commands over the async client.
([langchain-ai#5061](langchain-ai#5061))
([0d08747](langchain-ai@0d08747))

---

_End release notes preview._

---

> [!NOTE]
> A **New Contributors** section is appended to the GitHub release notes
automatically at publish time (see [Release
Pipeline](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md#release-pipeline),
step 2).

---------

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Mason Daugherty <github@mdrxy.com>
Mason Daugherty (mdrxy) added a commit that referenced this pull request Jul 30, 2026
> [!CAUTION]
> Merging this PR will automatically publish to **PyPI** and create a
**GitHub release**.

For the full release process, see
[`.github/RELEASING.md`](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md).

---

_Release notes preview: keep this section in sync with the package
`CHANGELOG.md`. Publish reads the merged CHANGELOG via `release.yml`,
not this PR description — keep them aligned anyway so the PR stays an
accurate historical record for reviewers and anyone returning later._

---


##
[0.7.0](deepagents==0.6.12...deepagents==0.7.0)
(2026-07-29)

See [the
docs](https://docs.langchain.com/oss/python/releases/changelog#deepagents-v0-7-0)
for curated release notes.

### ⚠ BREAKING CHANGES

* `create_deep_agent` no longer includes `TodoListMiddleware` by
default, the `write_todos` tool, `todos` state channel, and
todo-planning prompt are now absent. Pass
`middleware=[TodoListMiddleware()]` to restore them on the main agent;
add it to each `SubAgent`'s middleware to restore them there.
([#4929](#4929))
([9340518](9340518))
* Default agent prompts are now lean: the authored base prompt is empty,
and tool-usage prose that duplicates tool schemas is trimmed.
`BASE_AGENT_PROMPT` is deprecated (removal in `deepagents==0.9.0`) but
remains importable and still returns the previous authored prompt
verbatim; pass it as
`create_deep_agent(system_prompt=BASE_AGENT_PROMPT)` to restore the old
behavior.
([#4859](#4859))
([#4979](#4979))
([a8d1b32](a8d1b32))
([d9f54fc](d9f54fc))
* The built-in tool-usage prompt constants `TASK_SYSTEM_PROMPT`,
`ASYNC_TASK_SYSTEM_PROMPT`, `SUMMARIZATION_SYSTEM_PROMPT`,
`FILESYSTEM_SYSTEM_PROMPT`, and `EXECUTION_SYSTEM_PROMPT` are removed,
and the `system_prompt` default on `SubAgentMiddleware`,
`AsyncSubAgentMiddleware`, `SummarizationToolMiddleware`, and
`create_summarization_tool_middleware` is now `None`, which injects no
prose. Pass your own string to restore prompt text.
([#4859](#4859))
([a8d1b32](a8d1b32))
* `FilesystemBackend` and `LocalShellBackend` now default to
`virtual_mode=True`. Filesystem paths are anchored under `root_dir`,
`..` traversal is rejected, and paths resolving outside `root_dir` raise
`ValueError`. Previously an unspecified `virtual_mode` emitted a
deprecation warning and fell back to `False`, where absolute host paths
were used as-is and `..` could escape `root_dir`. Pass
`virtual_mode=False` explicitly to restore the old filesystem behavior.
([#4541](#4541))
([540a0fa](540a0fa))
* Agents now see a destructive, recursive `delete` filesystem tool
whenever the backend supports it, and filesystem permissions classify
`delete` as a write operation — so an existing rule allowing writes to a
path also authorizes recursively deleting that subtree unless a narrower
deny or interrupt rule covers the target. Because recursive deletes
affect descendants, deny and interrupt checks use bulk path overlap
instead of exact-path matching. To keep the previous behavior, add a
deny or interrupt rule, or omit `delete` from
`FilesystemMiddleware(tools=...)`. Missing paths return a not-found
error, `CompositeBackend` reports an unsupported-operation error when a
routed sub-backend cannot delete, and the tool is hidden from the model
entirely when the backend itself does not implement it.
([#3659](#3659))
([#3691](#3691))
([#3765](#3765))
([#3851](#3851))
([f2a21ec](f2a21ec))
* `write_file` can now create a file if it is missing and replaces it
entirely if it already exists, instead of returning a file-exists error.
The `write_file` tool description no longer requires reading the file
first. There is no "create-only" compatibility mode. Workflows, prompts,
tests, or guardrails that relied on the file-exists error to force
`edit_file` usage or to protect existing content must omit `write_file`,
add explicit permission or interrupt rules, or use `edit_file` where
preserving existing content matters.
([#4109](#4109))
([2506fcc](2506fcc))
* Removed deprecated backend compatibility shims. Callers must pass
concrete `BackendProtocol` instances (not factories), configure
`StoreBackend` with an explicit `namespace`, and use the current `ls` /
`glob` / `grep` / `ReadResult` APIs.
([#4541](#4541))
([540a0fa](540a0fa))
* The deprecated `files_update` attribute and constructor keyword are
removed from `WriteResult` and `EditResult`. Custom backends must stop
passing `files_update=`, and callers must stop reading
`result.files_update`; state writes are emitted directly by
`StateBackend`.
([#4541](#4541))
([540a0fa](540a0fa))
* Removed the deprecated `BackendProtocol` methods `ls_info`,
`als_info`, `glob_info`, `aglob_info`, `grep_raw`, and `agrep_raw`. Use
`ls` / `glob` / `grep` and their async counterparts.
([#4541](#4541))
([540a0fa](540a0fa))
* `SummarizationMiddleware(history_path_prefix=...)` was removed and now
raises `TypeError`. Configure `CompositeBackend(artifacts_root=...)`
instead.
([#4541](#4541))
([540a0fa](540a0fa))
* Agent-facing `ls` and `glob` tool output now renders empty results as
`No files found` instead of `[]`; direct backend APIs continue to return
structured empty `LsResult` and `GlobResult` values. Callers that parse
tool output should update those checks.
([#3709](#3709))
([efafd1e](efafd1e))
* `read_file` no longer renders raw text with a fixed-width `cat
-n`-style line-number gutter and tab separator. Line and continuation
markers are dynamically aligned and separated from source content by two
spaces, and the `LINE_NUMBER_WIDTH` constant is removed from
`deepagents.backends.utils` and `deepagents.middleware.filesystem`.
Callers that parse raw tool output should update those parsers.
([#4561](#4561))
([cf057b4](cf057b4))

### Features

* Custom middleware passed to `create_deep_agent(..., middleware=[...])`
can replace a default middleware instance when `.name` matches, so
defaults such as `SummarizationMiddleware` can be overridden without
also excluding the built-in instance.
([#4251](#4251))
([90c8472](90c8472))
* `FilesystemMiddleware(tools=[...])` accepts a keyword-only allowlist
of built-in filesystem tools, typed by the newly exported `FsToolName`
literal (`"ls"`, `"read_file"`, `"write_file"`, `"edit_file"`,
`"delete"`, `"glob"`, `"grep"`, `"execute"`); pass `"all"` or omit the
argument to keep every tool. A list must include `"read_file"` or the
constructor raises `ValueError`. Omitted built-in tools are
non-executable, and custom user tools are unaffected.
([#4325](#4325))
([#4698](#4698))
([704a70d](704a70d))
([9709525](9709525))
* Shorten LLM-facing descriptions for the `task` tool and filesystem
tools (`read_file`, `grep`, `edit_file`, `glob`, `execute`).
([#5009](#5009))
([761f5f0](761f5f0))
* `GrepResult` and `GlobResult` now carry a `truncated` flag so
supporting backends can return valid partial results when a match cap or
backend deadline is reached; agent-facing tool output adds a note
telling the model to narrow the search. `FilesystemBackend` returns
partial `grep` and `glob` results on its backend timeout rather than
erroring, while other backend or middleware timeouts may still return
errors. Its `glob` also gains brace expansion such as `*.{py,md}`
(already supported by the state and store backends).
([#4063](#4063))
([ef591e7](ef591e7))
* The agent-facing `grep` match cap is configurable:
`FilesystemMiddleware(grep_max_count=...)` sets the default (`1000`;
`None` disables it) and the model can override it per call through the
tool's new `max_count` argument. `grep` / `agrep` on `BackendProtocol`
and all built-in backends accept a keyword-only `max_count`. Local
ripgrep output is streamed and terminated once the cap is reached.
Direct `FilesystemBackend.grep()` callers can request surrounding lines
with keyword-only `context_lines`.
([#4570](#4570))
([#4706](#4706))
([8e86f5e](8e86f5e))
([65230df](65230df))
* Paginated built-in `read_file` responses report the returned
source-line range and next `offset`; total and remaining line counts are
included when the backend knows the file length. Resume offsets remain
safe when sandbox or middleware limits shorten the visible page.
([#4540](#4540))
([8321194](8321194))
* Optional video frame extraction for `read_file`, enabled by the new
`deepagents[video]` extra. Video files are sampled into JPEG frames,
with `offset` and `limit` interpreted as seconds. Without the extra,
existing generic video/file content-block behavior remains.
([#4094](#4094))
([b927147](b927147))
* `FilesystemMiddleware` can capture oversized `execute` tool output
directly inside the sandbox artifact path on compatible, opted-in
`BaseSandbox` implementations to reduce round trips; `LangSmithSandbox`
opts in by default.
([#4230](#4230))
([02f5bd7](02f5bd7))
* Automatically enable Fireworks prompt-cache session affinity when a
compatible `langchain-fireworks` installation is available.
([#4598](#4598))
([5d878bf](5d878bf))
* Add a built-in NVIDIA Nemotron 3 Ultra harness profile and NVIDIA NIM
app-origin attribution.
([#4192](#4192))
([#4455](#4455))
([d5a60ec](d5a60ec))
([4cb4749](4cb4749))
* `RubricMiddleware` now accepts any positive `max_iterations` cap
instead of enforcing a hard upper bound.
([#4405](#4405))
([d6692a7](d6692a7))

### Bug Fixes

* Keep fields marked with `PrivateStateAttr`, including fields declared
through `create_deep_agent(state_schema=...)`, out of subagent inputs
and returned parent-state updates.
([#4587](#4587))
([a4662c0](a4662c0))
* Preserve `ContextT` through the `create_deep_agent(...,
middleware=[...])` type annotation so type checkers accept context-aware
middleware when a matching `context_schema` is passed.
([#4055](#4055))
([7be76c7](7be76c7))
* Accept YAML list values as well as comma-separated strings for skill
`allowed-tools` frontmatter, and make skill truncation warnings
actionable with field name, path, length, configured limit, and impact.
([#4140](#4140))
([#4141](#4141))
([d62534c](d62534c))
([2f5f5b8](2f5f5b8))
* Align filesystem instructions with the tools that remain after
allowlist and backend-capability filtering, so agents no longer
reference hidden `grep`/`glob` tools or prohibit equivalent shell search
when dedicated search tools are unavailable.
([#4920](#4920))
([#4921](#4921))
([d3650c7](d3650c7))
([b65cc00](b65cc00))
* Propagate default-backend failures from `CompositeBackend.ls("/")` and
`CompositeBackend.als("/")` instead of returning successful route-only
listings.
([#4925](#4925))
([4c3b166](4c3b166))
* Correct `CompositeBackend.glob` / `CompositeBackend.aglob` routing so
explicit default-backend paths such as `/tools` do not also return files
from routed backends such as `/memories`.
([#4531](#4531))
([cbdb0a7](cbdb0a7))
* Propagate default- and routed-backend failures from root
`CompositeBackend.glob(..., path=None)` / `aglob(..., path=None)` and
`path="/"` searches instead of returning incomplete successful results.
([#4063](#4063))
([ef591e7](ef591e7))
* Constrain sandbox `glob` and slash-pattern `grep` searches to their
declared search root by treating leading `/` as search-root-relative,
rejecting `..` traversal segments, and filtering symlink-resolved
matches outside the root.
([#4588](#4588))
([c6c7213](c6c7213))
* Unify `grep(..., glob=...)` include-glob semantics across filesystem
and in-memory backends: basename patterns like `*.py` match at any
depth, and slash-containing patterns like `src/**/*.py` match relative
paths consistently.
([#3936](#3936))
([feab6e0](feab6e0))
* Improve agent-facing `grep` descriptions and no-match hints to steer
regex-looking patterns toward literal searches, route slash-containing
sandbox include-globs correctly, and shorten default search timeouts so
bad patterns and huge trees return guidance faster.
([#4168](#4168))
([b1dbf5e](b1dbf5e))
* Align sandbox delete behavior with other backends by returning
not-found errors for missing paths, and avoid over-blocking unrelated
sibling deletes when deny rules use glob patterns.
([#4321](#4321))
([d77496b](d77496b))
* Improve rubric grader failure diagnostics with configured model,
structured-output strategy, and integer HTTP status when available.
([#4938](#4938))
([#4967](#4967))
([f51d3a0](f51d3a0))
([bca70aa](bca70aa))
* Emit `max_iterations_reached` as the terminal `RubricMiddleware`
status when the iteration cap is exhausted, instead of a final
`needs_revision` event that will not loop.
([#4406](#4406))
([a51c8d2](a51c8d2))
* Handle missing async subagent URLs consistently in `check_async_task`
and `cancel_async_task`.
([#3967](#3967))
([b0d92c0](b0d92c0))

### Performance Improvements

* Run LangSmith sandbox commands over the async client.
([#5061](#5061))
([0d08747](0d08747))

---

_End release notes preview._

---

> [!NOTE]
> A **New Contributors** section is appended to the GitHub release notes
automatically at publish time (see [Release
Pipeline](https://github.com/langchain-ai/deepagents/blob/main/.github/RELEASING.md#release-pipeline),
step 2).

---------

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Mason Daugherty <github@mdrxy.com>
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deepagents Related to the `deepagents` SDK / agent harness feature New feature/enhancement or request for one internal User is a member of the `langchain-ai` GitHub organization size: M 200-499 LOC

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