Commit Graph

9 Commits

Author SHA1 Message Date
Xiaohui Yan 3c5cc831c0 Feat/configurable bind host (#402)
* feat: configurable bind host for WebUI and langgraph dev (refs #400)

WebUI mode was only reachable from the machine running it: the front-end
got no bind interface, and `start_langgraph_dev(...)` was called without a
host, so both servers stayed on loopback with no way to widen them.

Adds two config fields with deliberately different defaults:

  webui_host        = 0.0.0.0    front-end serves the app shell, no secrets
  langgraph_dev_host = 127.0.0.1  unauthenticated API, agent can run shell

The design hinges on separating bind address from client address. Only
bind() uses the configured interface; every consumer that *connects*
(health probes, occupancy checks, async sub-agent self-dispatch) goes
through the new `_probe_host`, which maps a wildcard bind back to
loopback and honors a pinned interface verbatim. `_can_bind_port` is the
one exception and binds the literal host, since it must replicate the
bind the server itself will attempt.

  - manager.py: `_probe_host`, `_is_loopback_host`, `_format_hostport`;
    host kwarg threaded through the probes and `start_langgraph_dev`,
    which now emits `--host` and propagates
    EVOSCIENTIST_LANGGRAPH_DEV_HOST to the subprocess
  - sdk.py: `langgraph_dev_url` tracks host as well as port;
    EvoScientist.py reuses it instead of an inline f-string
  - server.py: `--host` flag mirroring `--port`, plus a red PUBLIC BIND
    banner whenever the bind is not provably loopback
  - webui.py: forwards both hosts; the front-end is widened via HOSTNAME
    because @evoscientist/webui ships no --host flag — its bin launcher
    does `HOSTNAME: process.env.HOSTNAME || "127.0.0.1"`. The warning is
    gated on the backend host only, so the shipped front-end default
    doesn't print a banner on every launch

Verified end to end against a live server: requesting 0.0.0.0 yields a
socket listening on 0.0.0.0 with the health probe correctly resolved to
127.0.0.1, while the default still binds 127.0.0.1 only.

Note: webui_host defaulting to 0.0.0.0 is a behavior change — upgrading
users will find the front-end reachable from the LAN.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* feat: default both bind hosts to 0.0.0.0, add --host and wizard host rendering (closes #400)

Completes the remaining items from #400.

  - `langgraph_dev_host` now defaults to 0.0.0.0, matching `webui_host`.
    Remote WebUI use needs both anyway (the UI reaches the backend from the
    browser, not server-side), so a loopback backend default just meant every
    remote user hit a silently failing UI. `_DEFAULT_HOST` and sdk's
    `DEFAULT_LANGGRAPH_DEV_HOST` follow, so there is one story about where
    these servers listen.

    SECURITY: this exposes an unauthenticated API whose agent can run shell
    commands. The red PUBLIC BIND banner consequently fires on every launch
    while exposed — kept deliberately, since the exposure is real and the
    escape hatch (`--host 127.0.0.1` / `config set langgraph_dev_host`) is
    only discoverable if we say so. READMEs now lead with the warning and
    document the SSH-tunnel alternative.

  - `EvoSci --host <ip>` on the WebUI launch path, driving both servers. In
    WebUI mode they are two halves of one surface; moving only one leaves the
    UI loading but unable to reach the agent. Blank values are dropped rather
    than written as an empty override that would beat the config file.

  - Onboarding wizard no longer prints hard-coded `http://127.0.0.1:{port}` /
    `http://localhost:{port}` (steps.py:160, :223) — both render the
    configured bind through `_base_url` / `_format_hostport`, so a pinned
    interface is reported honestly and a wildcard still shows loopback.

Verified against a live server: with no host argument at all, resolution
through EvoScientistConfig yields a socket listening on 0.0.0.0, a client URL
of http://127.0.0.1, and the warning gate returning True.

Still open and tracked separately: the front-end takes its backend URL from
browser input: `@evoscientist/webui` reads only HOSTNAME, PORT and
EVOSCIENTIST_LANGGRAPH_DEV_PORT, so advertising a backend URL needs a change
in that repo.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* ci: bump setup-uv v6 -> v9.0.0 to drop the deprecated node20 runtime

GitHub now warns that setup-uv@v6 targets Node.js 20 and is being forced
onto Node.js 24. v7.0.0 is the release that made that switch, so anything
>= v7 clears the warning; v9.0.0 is current.

Pinned to the full tag deliberately: setup-uv stopped publishing major and
minor tags in v8.0.0 as supply-chain hardening, so `@v9` and `@v8` return
404 and would fail the job outright. Releases are immutable from v8 on, so
the full tag is as tamper-proof as a SHA. Comment left in lint.yml because
"simplifying" this back to `@v9` is an easy and CI-breaking mistake.

actions/checkout@v5 is already node24 and needs no change.

Note: v9.0.0 flips the `prune-cache` default to false (upstream did this to
ease load on PyPI infrastructure). None of these workflows set it, so they
follow the new default and Actions cache usage may grow.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* fix(cli): correct --host help text and warn on public bind in non-WebUI modes

The --host help claimed "WebUI mode only", which is wrong in a way that
matters for security. `--host` writes `langgraph_dev_host` unconditionally,
and `_ensure_async_subagent_server` auto-starts that backend for tui / cli /
serve as well — the langgraph dev server is shared across UI modes. So the
flag narrows or widens the agent API in every mode, and only `webui_host` is
actually WebUI-specific. Reported against cli/commands.py.

The documentation error hid a real gap: the PUBLIC BIND banner lived only in
deploy/server.py and deploy/webui.py, so a plain `EvoSci` session bound
0.0.0.0 with no runtime signal whatsoever — and `--help` is opt-in, so
fixing the text alone would not surface it. Added the same banner to the
shared CLI path, gated on `is_async_subagents_available()`: ensure_langgraph_dev
fails soft (async degrades to in-process delegation), and warning about a
bind that never happened would be worse than staying quiet.

READMEs (EN + zh-CN) get the same correction — the warning block sat inside
the Desktop WebUI section and read as WebUI-scoped.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* fix(deploy): strip the config-derived bind host, not just the CLI one

`deploy()` only stripped the `--host` branch. When the flag was omitted,
`getattr(config, "langgraph_dev_host", ...)` flowed unstripped into
`_is_port_occupied`, `is_langgraph_dev_running`, `start_langgraph_dev` and
the banner. `run_webui` already strips unconditionally; this aligns the two.

Reachable because `deploy()` reads through `getattr` and is routinely handed
duck-typed config objects (tests, embedders) that never run
`EvoScientistConfig.__post_init__`, which is what normally normalizes these
fields.

Worst case was not just a bad bind: `_is_loopback_host(" 127.0.0.1 ")` is
False, so a padded loopback value would print a false PUBLIC BIND warning
while binding a string socket.bind() rejects outright — a security banner
saying the opposite of the truth.

Three regression tests added, each verified to fail against the old code.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* style: apply ruff format to the bind-host changes

The Lint workflow runs both `ruff check` and `ruff format --check`; I had
only been running the former locally, so five files landed unformatted and
failed CI. Whitespace and line-wrapping only — no semantic change.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* fix(security): keep the langgraph dev backend on loopback by default

The backend is an unauthenticated API whose agent can run shell commands,
and it is auto-started in every UI mode (tui/cli/webui/serve/deploy) — so a
0.0.0.0 default put it on the network for users who never asked. Restore
127.0.0.1 as the default and make 0.0.0.0 an explicit opt-in.

webui_host keeps its 0.0.0.0 default: the front-end serves the app shell
only and holds no credentials. run_webui already prints a remote-backend
hint when the front-end is exposed and the backend is not.

Help text and both READMEs are reframed around widening rather than
narrowing; the escape-hatch tests are inverted to assert the public-bind
opt-in survives into argv.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-06 16:15:49 +08:00
jfilipiuk 10c032450e fix: propagate langgraph dev bind port into subprocess env for self-loop URL (#385)
* fix: propagate langgraph dev bind port into subprocess env for self-loop URL

* fix: keep parent env authoritative over workspace .env for mapped keys

* fix: limit .env shadow-guard to EVOSCIENTIST_* keys so API keys keep .env-wins

* fix: snapshot EVOSCIENTIST_* env by prefix instead of filtering _ENV_MAPPINGS

* fix: merge .env via dotenv_values to close empty-value and RMW-race edges

* chore: align docstrings after .env-merge rework

---------

Co-authored-by: Xi Zhang <106144707+X-iZhang@users.noreply.github.com>
2026-07-28 12:26:22 +00:00
dinos 49770949da fix(langgraph): prefer executable in venv over path (#341) 2026-07-11 11:59:27 +00:00
dinos 2b244888ec feat(memory): autoskills (#319) 2026-07-03 11:16:33 +02:00
Xi Zhang 7ccfe68f3f feat: add scheduler functionality with cron-style task management (#306)
* feat: add scheduler functionality with cron-style task management

- Implemented a new scheduler subagent to automate recurring tasks using cron expressions.
- Enhanced the subagent factory to include the skill manager and auxiliary chat model for the scheduler.
- Created a YAML configuration for the scheduler with a detailed system prompt and toolset.
- Updated README files to include documentation on scheduled tasks and usage examples.
- Added tests for the scheduler, including command execution, scheduling tools, and middleware integration.
- Introduced new dependencies for timezone handling and ensured compatibility in the project configuration.

* fix(async-notifier): ensure fallback hint is used for unknown notification kinds

* feat: enhance scheduling functionality and improve system message handling
2026-06-25 17:31:23 +01:00
X-iZhang 526c571b10 feat(tunnel): add Cloudflare tunnel support for EvoSci deploy and update documentation 2026-06-11 00:23:55 +01:00
houren Antony 2dc1e227eb fix(langgraph-dev): rotate langgraph_dev.log when it exceeds 50MB (#270)
* fix(langgraph-dev): rotate langgraph_dev.log when it exceeds 50MB

``_LOG_FILE`` (``~/.config/evoscientist/langgraph_dev.log``) was
opened in ``start_langgraph_dev`` with plain ``"ab"`` and never
rotated, so it grew unbounded over weeks/months of heavy use —
especially when chatty MCP servers spawned by langgraph dev
filled it, or when failure paths produced stack traces.

Implement the recommended option 1 from #209: filesize-based
rollover. When the active log exceeds 50MB on the next
``start_langgraph_dev`` invocation, rename it to
``langgraph_dev.log.1`` (overwriting any existing backup) via
``os.replace`` and start fresh. Single-backup policy keeps the
disk footprint bounded at roughly 2x threshold.

Rotation is best-effort: ``_rotate_log_if_needed`` logs and
swallows OSError so a permission error or racing rename can't
block langgraph dev from starting. The next ``start`` invocation
will try again — worst case the log grows for one more session.

Options 2 (timestamped per-session + 7-day sweep) and 3
(``RotatingFileHandler`` + pipe) are explicitly NOT done — option
1 is simplest, no async machinery, matches the issue's
recommendation.

Closes #209

* test(langgraph-dev): redirect _PID_DIR in rotate integration test

Address CodeRabbit review comment on #270: the
``TestStartLanggraphDevRotatesLog::test_rotate_called_before_open``
test patched only ``_LOG_FILE`` to a tmp path, but
``start_langgraph_dev`` also calls ``_PID_DIR.mkdir(...)`` as part
of its prelude, which would create a real directory under
``~/.config/evoscientist/`` on a dev machine. Redirect
``_PID_DIR`` to ``tmp_path / "pids"`` too so the test stays
fully isolated. Add a final assertion that ``pid_dir.is_dir()``
holds, proving the function reached past the mkdir call.

* refactor(langgraph-dev): bundle runtime paths into LanggraphRuntimePaths

@din0s review follow-up on #270: the previous test isolation patched
only ``_LOG_FILE`` (and after a second round, ``_PID_DIR``), but
``start_langgraph_dev`` still touches 5 distinct on-disk paths. Patching
any subset of those still leaves the others pointing at the user's real
``~/.config/evoscientist/`` — exactly the case that produced the
"Port 6174 cannot be bound after waiting 60s" symptom on the
reviewer's machine.

Replace the five free-floating module-level constants
(``_PID_DIR`` / ``_PID_FILE`` / ``_LOG_FILE`` / ``_WORKSPACE_SIDECAR``
/ ``_FILE_LOCK_PATH``) with a single ``LanggraphRuntimePaths`` frozen
dataclass exposed as a module-level ``RUNTIME`` instance. Production
code accesses ``RUNTIME.pid_file`` etc.; tests can now substitute the
*whole* bundle in one assignment:

    monkeypatch.setattr(
        manager, "RUNTIME",
        manager.LanggraphRuntimePaths.for_directory(tmp_path / "runtime"),
    )

The classmethod ``for_directory(pid_dir)`` builds an isolated bundle
rooted at a single dir, so the test author doesn't spell out every
path field. Tests that only care about one field (e.g. pid_file
during the stale-process kill path) use
``dataclasses.replace(manager.RUNTIME, pid_file=X)`` — frozen
dataclass-friendly, no need to enumerate the other four fields.

The dataclass's docstring records the migration rationale (the old
five-name layout invited inconsistent patches).

External callers of the old constants updated:
- ``EvoScientist/deploy/server.py`` and ``webui.py`` now import
  ``RUNTIME`` and use ``RUNTIME.log_file`` for the on-screen log
  path hint. The other imports they had (``_DEFAULT_PORT``,
  ``_is_port_occupied``, ``_read_workspace_sidecar``) are still
  module-level functions/values, untouched.

Test updates:
- ``tests/test_langgraph_manager.py``: ``patch.object(manager, "_XXX",
  X)`` patterns now go through ``dataclasses.replace(manager.RUNTIME,
  xxx=X)``; the ``TestStartLanggraphDevRotatesLog::test_rotate_called_before_open``
  test (from the previous #270 review iteration) uses
  ``for_directory`` for one-shot isolation.
- ``tests/test_langgraph_dev_workspace_sidecar.py``: each test now
  goes through a tiny ``_isolated_runtime(monkeypatch, tmp_path)``
  helper that calls ``for_directory``.
- ``tests/test_langgraph_dev_deploy_mode.py``: same ``for_directory``
  swap.

No production behavior change. All ``langgraph_dev``-side tests
(``test_langgraph_manager.py`` 26/26, ``test_langgraph_dev_workspace_sidecar.py``
14/14, ``test_langgraph_dev_deploy_mode.py`` 14/14, ``test_cli_deploy.py``
18/18 — which indirectly exercises deploy/server.py and deploy/webui.py
imports) pass. Full-project test count unchanged from baseline; the
remaining 22 Windows-only pre-existing failures (test_background
``os.killpg``, test_file_mentions tilde, mcp_client ``shutil.which``,
test_sessions 8.3 short path) are documented as out-of-scope for #207.

* style: apply ruff format to langgraph_dev test + module files

CI lint check on #270 failed:

  Run ruff format --check .
  Would reformat: EvoScientist/langgraph_dev/manager.py
  Would reformat: tests/test_langgraph_manager.py

Plus two test files touched by the prior consolidation commit that
``ruff format`` hadn't seen yet:

  tests/test_langgraph_dev_deploy_mode.py
  tests/test_langgraph_dev_workspace_sidecar.py

Just formatting. No logic change. All 75 refactor-related tests pass.

* fix(test): use for_directory for full path isolation + patch _can_bind_port to skip real socket ops

Two fixes for TestStartLanggraphDevRotatesLog:

1. Replace dataclasses.replace(manager.RUNTIME, ...) with
   LanggraphRuntimePaths.for_directory(pid_dir) so pid_file,
   workspace_sidecar, and lock_file are also temp-rooted
   (prevents leak to ~/.config/evoscientist/).

2. Monkeypatch _can_bind_port to always return True so the
   bind-poll loop in _wait_for_port_bindable passes immediately
   without touching real sockets (fixes 60s timeout on machines
   where port 6174 is already in use).

* fix: cross-platform compatibility for Windows CI runners

- background.py: replace POSIX-only os.killpg/os.getpgid with
  cross-platform _kill_process_tree() helper. On Windows falls back
  to Popen.terminate()/Popen.kill() (TerminateProcess); on POSIX
  keeps existing os.killpg logic.

- test_backends.py: replace mkdir -p shell execution in
  test_literal_workspace_path_replaced with preprocessing-boundary
  assertion (patch LocalShellBackend.execute, capture command,
  assert workspace path was rewritten to ./). Avoids POSIX-only
  mkdir -p on Windows runners.

- test_file_mentions.py: monkeypatch USERPROFILE on Windows so
  ntpath.expanduser() resolves ~ to tmp_path even when HOME is
  unset on CI runners.

* refactor(test): add runtime_paths fixture to isolate manager.RUNTIME

Adds a reusable fixture that monkeypatches manager.RUNTIME to a
temp-rooted LanggraphRuntimePaths.for_directory(). Tests that need
specific fields can still dataclasses.replace(runtime_paths, ...)
but the baseline is always temp-isolated, preventing leaks to
~/.config/evoscientist/.

Updated test_langgraph_dev_deploy_mode.py, test_langgraph_dev_workspace_sidecar.py,
and test_langgraph_manager.py to use the fixture, consolidating sequential
lock_file + pid_dir patches into single dataclasses.replace calls.

* Revert "fix: cross-platform compatibility for Windows CI runners"

This reverts commit eb025d24af32e195a982cd40f6d70dba885c4019.

* style: ruff format conftest.py

* fix: address review issues in log-rotation + runtime paths

- Use for_directory(tmp_path/pids) as base in ensure_langgraph_dev tests
  so pid_file/log_file are co-located with pid_dir, not split across paths
- Remove unused runtime_paths param from test_no_existing_file_is_noop
- Replace manager.RUNTIME with runtime_paths in two sidecar tests
- Use for_directory(DEFAULT_PID_DIR) instead of explicit construction
- Fix stale _LOG_FILE reference in TestRotateLogIfNeeded docstring

* style: ruff format test files

---------

Co-authored-by: Xi Zhang <106144707+X-iZhang@users.noreply.github.com>
2026-06-09 15:55:44 +01:00
dinos 92d95dee68 feat(memory): add observation memory lifecycle (#259)
* feat(memory): add observation memory lifecycle

Add file-backed observation memory with deterministic markdown records,
structured record_observation tooling, startup indexing, and
profile/observation prompt guidance.

Launch post-turn and post-subagent EvoMemory workers through LangGraph
dev so completed runs can update profile memory, save durable
observations, and write subagent execution summaries without blocking
the active agent.

Wire memory middleware into the main agent, subagents, async graphs, TUI
status reporting, worker activity accounting, and observation-aware
research prompts, with regression coverage for storage, lifecycle
scheduling, graph registration, status display, and stream reset
behavior.

* fix(cli): sync background agent server on resume

Resume flows now need to keep the LangGraph dev background server
aligned with the active workspace even when async subagents are
disabled. EvoMemory workers use that server too, so gating resume-time
sync on enable_async_subagents could leave workers pinned to the launch
workspace after resuming a thread from another workspace.

Run workspace sync unconditionally for Rich CLI and Textual resume
paths, while preserving WorkspaceMismatchError handling so failed sync
aborts the resume before mutating the active thread or workspace.

Propagate aborted resume callbacks through the command UI so
channel-issued /resume commands do not send false success or history
output. Channel slash dispatch now treats CommandManager-caught command
errors as command errors and skips completion hooks for those failed
commands.

Add regression coverage for disabled async subagents, callback aborts,
and channel command error reporting.

* fix(cli): prepare serve resume workspace before adopting

Load the resumed workspace agent and sync the background server as a
single pre-adoption step. Restore the previous active workspace if
preparation fails so serve mode keeps using the old session
consistently.

* fix(memory): untrack abandoned worker status watches

Stop treating watcher shutdown as confirmed worker completion. Terminal
worker statuses still count memory deltas, while poll failures or
watcher setup failures now remove the active run without crediting
partial outputs.

* fix(cli): report channel command failures accurately

Treat command_error as a None sentinel so empty error strings still
fail, and let TUI resumes continue only on non-mismatch
background-server sync failures while reporting degraded mode.

* fix(stream): clear memory counters for resume streams

Reset completed-memory counters for every new agent stream, including
Command-based HITL and resume streams, so saved-memory indicators do not
leak across turns.

* docs(tools): make observation recording guidance conditional

Clarify that agents should call record_observation only when the
observation tool is available, preserving the existing durability and
usefulness criteria.

* feat(config): add controls for profile and observation memory

Add config flags for profile memory, observation memory, observation
writer placement, and background memory workers.

Wire the controls through main agents, subagents, EvoMemory middleware,
and memory lifecycle workers so observation writes can be assigned to
the live agent, subagent worker, both, or neither. Keep turn memory
workers profile-only and make prompts reflect the available observation
read/write paths. Skip langgraph dev startup when neither async
subagents nor memory workers need the background server.

Add coverage for config parsing, prompt gating, middleware wiring, and
worker tool availability.

* test(cli): include memory defaults in serve config stubs

* fix(memory): offload async worker launch blocking calls

Run the langgraph-dev health check and memory-output snapshot in worker
threads from the async EvoMemory launcher so it does not block the event
loop.

* chore(memory): harden turn worker subagent guardrail

* chore(memory): refresh profile context per request

* fix(memory): offload async profile file reads

* fix(memory): offload async worker completion accounting
2026-06-05 15:11:20 +01:00
Xi Zhang f41584e10b Refactor sub-agent architecture and introduce async support (#200)
* Refactor sub-agent architecture and introduce async support

- Removed the legacy subagent.yaml file and replaced it with individual YAML files for each sub-agent in the subagents directory.
- Updated the load_subagents function to support both directory and single file layouts for loading sub-agent configurations.
- Added new langgraph_dev module for managing async sub-agent lifecycle and deployment.
- Created graphs for async sub-agents (writing-agent, data-analysis-agent) and updated langgraph.json for deployment.
- Introduced new sub-agent definitions for planner, research, debug, code, and writing agents with appropriate system prompts and configurations.
- Enhanced package data inclusion in pyproject.toml to accommodate new sub-agent YAML files.

* Refactor code for improved readability by consolidating conditional statements and formatting

* feat: enhance async sub-agent support with workspace synchronization and user feedback

- Added console status messages during async sub-agent server startup and workspace synchronization to improve user experience.
- Implemented a new WorkspaceSyncWidget for live feedback during workspace sync operations.
- Updated onboarding to reject occupied ports and ensure proper workspace handling for async sub-agents.
- Introduced locking mechanisms to manage concurrent access to langgraph dev processes and workspace states.

* feat: add async sub-agent configuration and server management functions

* feat: improve port occupation handling and log file management in start_langgraph_dev

* feat: enhance async sub-agent handling and introduce comprehensive tests

- Updated `_maybe_swap_async_subagents` to improve async sub-agent management, ensuring internal flags are stripped before handoff.
- Enhanced port management in `onboard.py` to allow reuse of occupied ports if already running by the same service.
- Introduced file locking in `manager.py` to prevent race conditions during concurrent CLI invocations.
- Added new tests for async sub-agent swapping and langgraph manager functionalities to ensure reliability and correctness.
- Updated dependencies in `pyproject.toml` to include `psutil` and `filelock`.

* fix(docs): clarify sub-agent configuration in README

* test(manager): isolate _PID_DIR + tighten reuse-path assertion

Addresses CodeRabbit review on tests/test_langgraph_manager.py:

- Patch _PID_DIR to tmp_path so the FileLock setup in
  ensure_langgraph_dev doesn't mkdir the user's real
  ~/.config/evoscientist/ dir as a test side-effect.
- Tighten "result is None or hasattr(result, 'poll')" to a strict
  "result is None" — the reuse path returns None unconditionally,
  so the OR clause was hiding potential regressions.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(manager): clean up stale PID file when unrelated process reuses PID

* feat(tests): add validation tests for async flag in load_subagents

* fix(load_subagents): restrict to .yaml files and clarify configuration handling

* fix(load_subagents): improve error handling for non-dict specifications in YAML

* feat(onboard): add "LangGraph Port" step to onboarding process

* feat(langgraph): add concurrency configuration for langgraph dev workers

* feat(async-subagents): enhance MCP tool routing for async sub-agents

* fix(manager): update exception handling for connection errors and prevent zombie processes

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-05 12:45:50 +01:00