diff --git a/.claude/.beads/config.yaml b/.claude/.beads/config.yaml
index 46b9e82..5d0ceec 100644
--- a/.claude/.beads/config.yaml
+++ b/.claude/.beads/config.yaml
@@ -26,11 +26,6 @@
 # Default actor for audit trails (overridden by BD_ACTOR or --actor)
 # actor: ""
 
-# Export events (audit trail) to .beads/events.jsonl on each flush/sync
-# When enabled, new events are appended incrementally using a high-water mark.
-# Use 'bd export --events' to trigger manually regardless of this setting.
-# events-export: false
-
 # Multi-repo configuration (experimental - bd-307)
 # Allows hydrating from multiple repositories and routing writes to the correct JSONL
 # repos:
diff --git a/.claude/commands/add-command.md b/.claude/commands/add-command.md
index ceb45a2..23be23e 100644
--- a/.claude/commands/add-command.md
+++ b/.claude/commands/add-command.md
@@ -11,7 +11,7 @@ argument-hint: <command-name> <description>
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/commit.md b/.claude/commands/commit.md
index e40205e..2ac4ec5 100644
--- a/.claude/commands/commit.md
+++ b/.claude/commands/commit.md
@@ -11,7 +11,7 @@ argument-hint: [optional-commit-description]
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/create-adr.md b/.claude/commands/create-adr.md
index 68bab70..4b79f29 100644
--- a/.claude/commands/create-adr.md
+++ b/.claude/commands/create-adr.md
@@ -17,7 +17,7 @@ Create a new ADR to document an architectural decision. ADRs capture the "why" b
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/create-issues.md b/.claude/commands/create-issues.md
index 7c1ec62..ae37f02 100644
--- a/.claude/commands/create-issues.md
+++ b/.claude/commands/create-issues.md
@@ -15,7 +15,7 @@ Create structured implementation plan that bridges product thinking (PRD) with t
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
@@ -113,7 +113,7 @@ For each task, create a bd issue with:
 
 ```bash
 bd create "Task title" \
-  --type [feature|bug|task|chore] \
+  --type [feature|bug|task|epic|chore|decision] \
   --priority [1-3] \
   --description "Context and what needs to be built" \
   --design "Technical approach, architecture notes" \
@@ -149,8 +149,10 @@ bd create "Task title" \
 
 **Dependencies**: Link related issues
 
+The first argument is the issue that becomes blocked; the second is the blocker it waits on.
+
 ```bash
-bd dep add ISSUE-123 ISSUE-456 --type blocks
+bd dep add <blocked-id> <blocker-id> --type blocks
 ```
 
 ### Validation
@@ -179,20 +181,20 @@ After creating issues, verify:
 
 ### Beads Integration
 
-Use Beads MCP to:
+Use the `bd` CLI to:
 
 - Track work with `bd ready` to find next task
 - Create issues with `bd create "description"`
 - Track dependencies with `bd dep add`
 
-See <https://github.com/steveyegge/beads> for more information.
+See <https://github.com/gastownhall/beads> for more information.
 
 ## Integration with Other Commands
 
 - **Before /create-issues**: Use `/spike` if you need technical exploration first
 - **After /create-issues**: Use `/red` to start TDD on first task
 - **During work**: Use `bd update` to add notes/findings back to issues
-- **When stuck**: Check `bd show ISSUE-ID` to review acceptance criteria
+- **When stuck**: Check `bd show <id>` to review acceptance criteria
 
 <!--
 ============== WARNING ==============================================================================
diff --git a/.claude/commands/gap.md b/.claude/commands/gap.md
index 7d960b6..41cc1de 100644
--- a/.claude/commands/gap.md
+++ b/.claude/commands/gap.md
@@ -11,7 +11,7 @@ argument-hint: [optional additional info]
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/green.md b/.claude/commands/green.md
index 94ff71c..7207ce5 100644
--- a/.claude/commands/green.md
+++ b/.claude/commands/green.md
@@ -19,7 +19,7 @@ GREEN PHASE! Apply the below to the user input above.
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/issue.md b/.claude/commands/issue.md
index 2e71a0d..f1fe232 100644
--- a/.claude/commands/issue.md
+++ b/.claude/commands/issue.md
@@ -13,7 +13,7 @@ Analyze GitHub issue and create TDD implementation plan.
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
@@ -81,13 +81,13 @@ Understand the requirement by asking (use AskUserQuestion if needed):
 
 ### Beads Integration
 
-Use Beads MCP to:
+Use the `bd` CLI to:
 
 - Track work with `bd ready` to find next task
 - Create issues with `bd create "description"`
-- Track dependencies with `bd dep add`
+- Track dependencies with `bd dep add <blocked-id> <blocker-id>`
 
-See <https://github.com/steveyegge/beads> for more information.
+See <https://github.com/gastownhall/beads> for more information.
 
 ## TDD Fundamentals
 
diff --git a/.claude/commands/polish.md b/.claude/commands/polish.md
index 72bac6d..d65248a 100644
--- a/.claude/commands/polish.md
+++ b/.claude/commands/polish.md
@@ -11,7 +11,7 @@ argument-hint: [branch, PR#, file, or area to polish]
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/red.md b/.claude/commands/red.md
index 32fc678..17b35a5 100644
--- a/.claude/commands/red.md
+++ b/.claude/commands/red.md
@@ -19,7 +19,7 @@ RED PHASE! Apply the below to the user input above.
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/refactor.md b/.claude/commands/refactor.md
index 578a1dd..267ebf3 100644
--- a/.claude/commands/refactor.md
+++ b/.claude/commands/refactor.md
@@ -19,7 +19,7 @@ Apply this document (specifically the Refactor phase) to the user input above.
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/research.md b/.claude/commands/research.md
index 93679c1..819a27e 100644
--- a/.claude/commands/research.md
+++ b/.claude/commands/research.md
@@ -11,7 +11,7 @@ argument-hint: <research topic or question>
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 **User arguments:**
 
diff --git a/.claude/commands/simplify.md b/.claude/commands/simplify.md
index c5cc1a8..b2e108f 100644
--- a/.claude/commands/simplify.md
+++ b/.claude/commands/simplify.md
@@ -11,7 +11,7 @@ argument-hint: [file, function, or area to simplify]
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 **User arguments:**
 
diff --git a/.claude/commands/spike.md b/.claude/commands/spike.md
index f1e0583..6bd674a 100644
--- a/.claude/commands/spike.md
+++ b/.claude/commands/spike.md
@@ -19,7 +19,7 @@ SPIKE PHASE! Apply the below to the user input above.
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/summarize.md b/.claude/commands/summarize.md
index 63dcecf..cbe266d 100644
--- a/.claude/commands/summarize.md
+++ b/.claude/commands/summarize.md
@@ -11,7 +11,7 @@ argument-hint: [optional additional info]
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
@@ -53,7 +53,7 @@ Keep the summary concise and actionable - suitable for pasting into a new conver
 
 ## Beads Integration
 
-If Beads MCP is available, check for task tracking status and ask if the user wants to:
+Check for task tracking status with the `bd` CLI and ask if the user wants to:
 
 1. Review current task status
 2. Update task states based on conversation progress
diff --git a/.claude/commands/tdd-review.md b/.claude/commands/tdd-review.md
index f34f308..2a87eb1 100644
--- a/.claude/commands/tdd-review.md
+++ b/.claude/commands/tdd-review.md
@@ -11,7 +11,7 @@ argument-hint: [optional test file or directory path]
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/commands/tdd.md b/.claude/commands/tdd.md
index 10c7162..a525cb2 100644
--- a/.claude/commands/tdd.md
+++ b/.claude/commands/tdd.md
@@ -13,7 +13,7 @@ argument-hint: [optional-response-to-last-message]
 - Write natural, descriptive code without meta-commentary about the development process
 - The code should speak for itself - TDD is the process, not the product
 
-Beads is available for task tracking. Use `mcp__beads__*` tools to manage issues (the user interacts via `bd` commands).
+Beads is available for task tracking. Use `bd` CLI commands to manage issues.
 
 ## Plan File Restriction
 
diff --git a/.claude/settings/models.jsonc b/.claude/settings/models.jsonc
index d8918e1..25546fe 100644
--- a/.claude/settings/models.jsonc
+++ b/.claude/settings/models.jsonc
@@ -9,6 +9,7 @@
  */
 {
     "availableModels": [
+        "fable",
         "sonnet",
         "opus",
         "haiku",
diff --git a/.claude/settings/permissions/bash.jsonc b/.claude/settings/permissions/bash.jsonc
index df881f3..b6b9d83 100644
--- a/.claude/settings/permissions/bash.jsonc
+++ b/.claude/settings/permissions/bash.jsonc
@@ -104,11 +104,10 @@
       "Bash(amp *)",
       "Bash(atuin *)",
       "Bash(bc *)",
-      "Bash(chezmoi *)",
       "Bash(diff *)",
       "Bash(jq *)",
-      "Bash(just *)",
       "Bash(lsof *)",
+      "Bash(task *)", // Task runner invocation is freely allowed.  Write access to the taskfiles themselves is protected by Ask.
       "Bash(test *)",
       "Bash(xxd)", // this invocation can be used to read, but not to write (so no " *" after it)
       "Bash(zk *)",
@@ -155,6 +154,17 @@
       "Bash(gh pr ready *)",
       "Bash(gh pr review *)",
       "Bash(gh pr update-branch *)",
+      // Task must run the repo's own taskfiles, which are the reviewed ones. These flags are the only ways to point it elsewhere (there is no environment variable equivalent -- https://github.com/go-task/task/issues/1721 was closed as a duplicate with nothing implemented), and `/tmp` is writable without a prompt, so without these denials `Bash(task *)` would be an allow-anything entry.
+      "Bash(task -t *)",
+      "Bash(task --taskfile *)",
+      "Bash(task --taskfile=*)",
+      "Bash(task --entrypoint *)",
+      "Bash(task --entrypoint=*)",
+      "Bash(task -d *)",
+      "Bash(task --dir *)",
+      "Bash(task --dir=*)",
+      "Bash(task -g *)",
+      "Bash(task --global *)",
 
       // Destructive File Operations
       "Bash(chmod -R *)",
diff --git a/.claude/settings/permissions/write.jsonc b/.claude/settings/permissions/edit.jsonc
similarity index 63%
rename from .claude/settings/permissions/write.jsonc
rename to .claude/settings/permissions/edit.jsonc
index f7991a1..dc1600d 100644
--- a/.claude/settings/permissions/write.jsonc
+++ b/.claude/settings/permissions/edit.jsonc
@@ -8,10 +8,13 @@
  * =====================================================================================================
  */
 {
-  // Write permissions for specific files
+  // Edit permissions for specific files
   // This should only ever be running in a devcontainer, so pretty lenient permissions are allowed
   "$schema": "https://json.schemastore.org/claude-code-settings.json",
   "permissions": {
-    "allow": ["Write(/tmp/**/*)", "Write(/workspaces/**/tmp/**)", "Write(tmp/**)"],
+    // A single leading slash anchors at the settings source, so absolute paths need the `//` prefix
+    "allow": ["Edit(//tmp/**)", "Edit(//workspaces/**/tmp/**)", "Edit(tmp/**)"],
+    // Agents are allowed to run any task, but this provides some basic protection against editing a task to do something nefarious that's normally forbidden.
+    "ask": ["Edit(Taskfile.yaml)", "Edit(.config/taskfiles/**)"],
   },
 }
diff --git a/.claude/skills/address-pr-comments/SKILL.md b/.claude/skills/address-pr-comments/SKILL.md
index 44eeed8..4d90562 100644
--- a/.claude/skills/address-pr-comments/SKILL.md
+++ b/.claude/skills/address-pr-comments/SKILL.md
@@ -2,7 +2,7 @@
 name: address-pr-comments
 description: Addresses PR review comments by making code changes and posting replies. Takes a PR number or auto-detects from current branch. Use when the user wants to address review feedback, respond to PR comments, fix PR feedback, or says "address comments on PR X".
 user-invocable: true
-allowed-tools: Bash, Read, Write, Edit, Grep, Glob, AskUserQuestion
+allowed-tools: Bash, Read, Write, Edit, Grep, Glob, AskUserQuestion, Skill
 adapted-from: https://github.com/josh-gree/my-claude-skills
 ---
 
@@ -190,9 +190,12 @@ Within a single Phase 2 invocation, the order below is strict. The invariants ap
 > **Never commit before the reply body is finalized with the user. Never push before all reply texts in the batch are finalized. Never post a reply before its commit has been pushed. Never skip the commit link in a code-change reply.**
 
 1. For each queued **code change** (in order):
-   - Follow the `/create-issues` process: create a bd issue with a proper title, description (why this change, context from the PR comment), design (technical approach), and Given-When-Then acceptance criteria. Export after creating.
+   - Invoke the `Skill` tool with `skill: "create-issues"`, passing the reviewer's comment and the agreed change as `args`. Follow the process it returns to create a bd issue with a proper title, description (why this change, context from the PR comment), design (technical approach), and Given-When-Then acceptance criteria. Export after creating.
    - Mark the issue in progress
-   - If the change involves code: execute the TDD red/green/refactor cycle (`/red` → `/green` → `/refactor`) against the acceptance criteria. If the change is non-code (docs, markdown, config, scripts, etc.): make the change directly — TDD does not apply, but the remaining steps are identical.
+   - Decide first whether the change is testable code. **If it is not** — documentation, markdown, comments, config, shell scripts where the project has no harness for them, or any other change with no behaviour to assert — make the change directly and move to the next step. Do **not** invoke `red`, `green` or `refactor`, and do not invent a test to justify the change: TDD does not apply here. Everything after this step is identical either way.
+   - **If it is testable code**, work through the TDD cycle by invoking the `Skill` tool once per phase, in this order — `skill: "red"`, then `skill: "green"`, then `skill: "refactor"` — passing the bd issue ID and the acceptance criterion being driven as `args`. Repeat the three-phase cycle until every acceptance criterion is satisfied.
+
+     **Each phase must be a real `Skill` tool call — not a description of one, and not your own recollection of what red/green/refactor mean.** Those skills carry project-specific rules that general TDD practice does not include, and they are re-read fresh each cycle so later cycles do not drift from earlier ones. Writing a test or an implementation without a preceding `Skill` call for that phase is a workflow violation.
    - **Finalize the reply body with the user — before committing.** Draft the reply text (everything except the commit link) — **do NOT include the AI attribution footer; `check-footer.py` appends it**. Write to `<reply_file>`, tell the user the absolute path (per [Conventions](#conventions)), and go through the approve/edit loop with the user until they approve. Do not proceed until the user explicitly confirms the text. Leave a clear `[COMMIT LINK]` placeholder where the link will go.
 
      Use AskUserQuestion with this wording (do NOT say "Post now" — the reply is queued for posting after the push, not posted immediately):
@@ -252,6 +255,8 @@ Summarise what was done:
 - Skip comments without asking
 - Leave uncommitted changes
 - Include the AI attribution footer in generated reply text — `check-footer.py` is solely responsible for it
+- Write tests or implementation from your own knowledge of TDD — when a change is testable code, `red`, `green` and `refactor` must each be invoked through the `Skill` tool
+- Run the TDD cycle on a change that has no behaviour to assert — docs, markdown, comments, config and unharnessed shell scripts are made directly
 
 ## Handling Common Scenarios
 
@@ -273,7 +278,7 @@ Discuss with user, then post a reply explaining the reasoning if they want to pu
 - [ ] If `--resume`: build inventory, classify reply drafts (placeholder vs finalized vs orphan), prompt user for resume strategy
 - [ ] Fetch and display comments
 - [ ] Phase 1: collect decisions for all comments (reply-only comments posted in Phase 1)
-- [ ] Phase 2: implement code changes, one commit per comment
+- [ ] Phase 2: invoke `create-issues` via the `Skill` tool for every queued item; add `red` → `green` → `refactor` only for items that are testable code; one commit per comment
 - [ ] Push all commits in a single push
 - [ ] Post code-change replies with commit links after push
 - [ ] Report what was done
diff --git a/.config/.copier-answers.yml b/.config/.copier-answers.yml
index 48b066c..7080775 100644
--- a/.config/.copier-answers.yml
+++ b/.config/.copier-answers.yml
@@ -1,5 +1,5 @@
 # Changes here will be overwritten by Copier
-_commit: v0.0.75
+_commit: v0.0.76
 _src_path: gh:LabAutomationAndScreening/copier-python-package-template
 configure_python_asyncio: false
 configure_vcrpy: false
@@ -24,3 +24,4 @@ ssh_port_number: 61335
 use_codecov: true
 use_windows_in_ci: false
 use_windows_in_exe_ci: true
+
diff --git a/.config/.copier-managed-files.json b/.config/.copier-managed-files.json
index 6419caf..de2050c 100644
--- a/.config/.copier-managed-files.json
+++ b/.config/.copier-managed-files.json
@@ -36,8 +36,8 @@
         ".claude/settings/models.jsonc",
         ".claude/settings/permissions/additional-dirs.jsonc",
         ".claude/settings/permissions/bash.jsonc",
+        ".claude/settings/permissions/edit.jsonc",
         ".claude/settings/permissions/read.jsonc",
-        ".claude/settings/permissions/write.jsonc",
         ".claude/skills/address-pr-comments/SKILL.md",
         ".claude/skills/address-pr-comments/check-footer.py",
         ".claude/skills/address-pr-comments/commit-link.py",
@@ -63,6 +63,7 @@
         ".config/pyrefly.toml",
         ".config/ruff-non-src.toml",
         ".config/ruff.toml",
+        ".config/taskfiles/copier-template.yaml",
         ".devcontainer/Dockerfile",
         ".devcontainer/create-aws-profile.sh",
         ".devcontainer/devcontainer.json",
@@ -100,6 +101,7 @@
         "CHANGELOG.md",
         "LICENSE",
         "README.md",
+        "Taskfile.yaml",
         "biome.jsonc",
         "pyproject.toml",
         "pytest.ini",
diff --git a/.config/ruff-non-src.toml b/.config/ruff-non-src.toml
index 9be0201..2a5344a 100644
--- a/.config/ruff-non-src.toml
+++ b/.config/ruff-non-src.toml
@@ -20,6 +20,7 @@ ignore = [
     "S311", # pseudo-randomness is fine for test cases
     "TID252", # sometimes you can't use absolute imports in test cases for importing things within the tests, because they're not a true package or have conflicting namespaces
     "TRY003", # tests don't need to create custom exception classes, generally you want to throw an AssertionError with a message anyway
+    "TC001", "TC002", "TC003" # we don't need to worry about TYPE_CHECKING guards in tests---needless complication for marginal benefit
 ]
 
 unfixable = [
@@ -31,3 +32,7 @@ unfixable = [
 
 [lint.flake8-pytest-style]
 raises-require-match-for = ["*"] # ensures we always have a match for our raises statements so that we validate tests fail for the right reason
+
+[lint.flake8-tidy-imports.banned-api]
+"typing.TYPE_CHECKING".msg = "This is in non-source code. There is no reason to be doing TYPE_CHECKING blocks in tests or script. If you do have a need add `# noqa: TID251` with a clarifying comment"
+"__future__.annotations".msg = "__future__.annotations will be deprecated, once 3.13 is EOL. Also see https://peps.python.org/pep-0749/. If this is problematic, turn annotations into strings, or add `# noqa: TID251` with a clarifying comment but likely this import is not necessary at all."
diff --git a/.config/ruff.toml b/.config/ruff.toml
index 12fad04..82c3263 100644
--- a/.config/ruff.toml
+++ b/.config/ruff.toml
@@ -121,3 +121,6 @@ skip-magic-trailing-comma = false
 
 # Like Black, automatically detect the appropriate line ending.
 line-ending = "auto"
+
+[lint.flake8-tidy-imports.banned-api]
+"__future__.annotations".msg = "__future__.annotations will be deprecated, once 3.13 is EOL. Also see https://peps.python.org/pep-0749/. If this is problematic, turn annotations into strings, or add `# noqa: TID251` selectively but likely this import is not necessary at all."
diff --git a/.config/taskfiles/copier-template.yaml b/.config/taskfiles/copier-template.yaml
new file mode 100644
index 0000000..cba155e
--- /dev/null
+++ b/.config/taskfiles/copier-template.yaml
@@ -0,0 +1,35 @@
+# ============== WARNING ==============================================================================
+# File is managed by copier template: gh:LabAutomationAndScreening/copier-base-template.git
+# See .config/.copier-managed-files.json for details.
+#
+# You are welcome to make changes to this file in your repo if they are custom to your project,
+# but if the change should be shared with other projects, please backport it to the template repo.
+# =====================================================================================================
+version: '3'
+
+tasks:
+  copier-update:
+    desc: Pull the latest updates from the upstream copier template into this repo
+    cmds:
+      - task: _copier-update
+        vars:
+          REF_FLAG: ''
+
+  copier-update-from-ref:
+    desc: Pull updates from a specific ref of the upstream copier template, e.g. `task copier-update-from-ref REF=some-branch`
+    requires:
+      vars: [REF]
+    cmds:
+      - task: _copier-update
+        vars:
+          REF_FLAG: --vcs-ref {{.REF | shellQuote}}
+
+  _copier-update:
+    internal: true
+    cmds:
+      - copier update --answers-file .config/.copier-answers.yml --trust --conflict rej --defaults {{.REF_FLAG}}
+
+  prune-copier-rejects:
+    desc: Delete .rej files whose target file is unchanged, failing if any real conflict is left to resolve
+    cmds:
+      - ./scripts/delete_false_positive_rej.py
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index badb77f..ada59a7 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -13,10 +13,10 @@
       // https://github.com/devcontainers/features/blob/main/src/git-lfs/README.md
       "autoPull": false
     },
-    "ghcr.io/devcontainers/features/aws-cli:1.1.2": {
+    "ghcr.io/devcontainers/features/aws-cli:1.1.4": {
       // https://github.com/devcontainers/features/blob/main/src/aws-cli/devcontainer-feature.json
       // view latest version https://raw.githubusercontent.com/aws/aws-cli/v2/CHANGELOG.rst
-      "version": "2.34.34"
+      "version": "2.36.49"
     },
     // https://github.com/anthropics/devcontainer-features/blob/main/src/claude-code/devcontainer-feature.json
     "ghcr.io/anthropics/devcontainer-features/claude-code:1.0.5": {},
@@ -28,15 +28,15 @@
         "-AmazonWebServices.aws-toolkit-vscode", // the AWS CLI feature installs this automatically, but it's causing problems in VS Code
         // basic tooling
         // "eamodio.gitlens@15.5.1",
-        "coderabbit.coderabbit-vscode@0.21.3",
+        "coderabbit.coderabbit-vscode@0.21.8",
         "ms-vscode.live-server@0.5.2025051301",
         "MS-vsliveshare.vsliveshare@1.0.5905",
-        "anthropic.claude-code@2.1.238",
+        "anthropic.claude-code@2.1.278",
 
         // Python
         "-ms-python.vscode-pylance", // pyrefly is the language server for this project; ms-python.python auto-installs Pylance via its extension pack, and Pylance then warns on every boot that it's disabled
         "ms-python.python@2026.5.2026052901",
-        "meta.pyrefly@1.2.9002",
+        "meta.pyrefly@1.3.1",
         "ms-vscode-remote.remote-containers@0.414.0",
         "charliermarsh.ruff@2026.68.0",
 
@@ -73,5 +73,5 @@
   "initializeCommand": "sh .devcontainer/initialize-command.sh",
   "onCreateCommand": "sh .devcontainer/on-create-command.sh",
   "postStartCommand": "sh .devcontainer/post-start-command.sh"
-  // Devcontainer context hash (do not manually edit this, it's managed by a pre-commit hook): 17aa1b6d # spellchecker:disable-line
+  // Devcontainer context hash (do not manually edit this, it's managed by a pre-commit hook): ca55a45c # spellchecker:disable-line
 }
diff --git a/.devcontainer/docker-compose.yml b/.devcontainer/docker-compose.yml
index c01bcca..b0e0159 100644
--- a/.devcontainer/docker-compose.yml
+++ b/.devcontainer/docker-compose.yml
@@ -26,20 +26,22 @@ services:
       - AWS_DEFAULT_REGION=us-east-1
       - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}
       - BEADS_DIR=/workspaces/cloud-courier/.claude/.beads
+      - BEADS_DOLT_SERVER_MODE=1 # bd >=1.0 defaults to embedded dolt, and bd init hard-fails when the server host/port are set without this
       - BEADS_DOLT_SERVER_HOST=beads-dolt # this is on the docker compose network. We don't want to publish the server port because then the local machine would have a bunch of conflicts with multiple devcontainers running
       - BEADS_DOLT_SERVER_PORT=3306
       - BEADS_DOLT_SERVER_DATABASE=beads_work
-      - BEADS_DOLT_SERVER=beads-dolt # for some weird reason, unless we specify both of these envvars it doesn't seem to reliably work
-      - BEADS_DOLT_PORT=3306
+      - BEADS_DOLT_AUTO_START=0 # the beads-dolt service owns the server lifecycle, so bd must never spawn its own
+      - BD_DISABLE_METRICS=1 # bd >=1.0 sends anonymous usage metrics by default
 
 
   beads-dolt:
-    image: dolthub/dolt-sql-server:1.83.0 # no explicit reason for this version, just pinning for best practice
+    image: dolthub/dolt-sql-server:2.1.0 # kept in lockstep with beads_version; both are defined in extensions/context.py
     volumes:
       - beads_dolt_data:/var/lib/dolt
     environment:
       - DOLT_ROOT_HOST=%
       - DOLT_DATABASE=beads_work
+      - DOLT_DISABLE_EVENT_FLUSH=1 # dolt contacts doltremoteapi.dolthub.com with usage metrics by default, even with no remotes configured (see beads SECURITY.md)
 
   localstack:
     image: localstack/localstack:4.14.0 # no known reason for not using newer versions, just pinning for best practice
diff --git a/.devcontainer/install-ci-tooling.py b/.devcontainer/install-ci-tooling.py
index e8a4ae6..9e7c250 100644
--- a/.devcontainer/install-ci-tooling.py
+++ b/.devcontainer/install-ci-tooling.py
@@ -8,19 +8,34 @@
 import argparse
 import os
 import platform
+import shlex
 import shutil
 import subprocess
 import sys
 import tempfile
 from pathlib import Path
 
-UV_VERSION = "0.12.5"
-PNPM_VERSION = "11.22.0"
-COPIER_VERSION = "==9.17.1"
+UV_VERSION = "0.12.15"
+PNPM_VERSION = "12.4.2"
+COPIER_VERSION = "==9.18.2"
 COPIER_TEMPLATE_EXTENSIONS_VERSION = "==0.3.3"
 PRE_COMMIT_VERSION = "4.6.2"
-GITHUB_WINDOWS_RUNNER_BIN_PATH = r"C:\Users\runneradmin\.local\bin"
+TASK_VERSION = "3.53.1"
+DOWNLOAD_TIMEOUT_SECONDS = 90
+# Where both uv's and Task's installers place binaries. Resolves from USERPROFILE on Windows, so it
+# matches the runner's home directory without assuming its user name. Already on PATH on POSIX, but
+# not on Windows, which is why uv is invoked through an absolute path there.
+LOCAL_BIN_DIR = Path.home() / ".local" / "bin"
 INSTALL_SSM_PLUGIN_BY_DEFAULT = False
+# A floor rather than an exact pin: GitHub's runner images ship their own build of the plugin and only
+# ever move it forward, so demanding an exact version means asking a Windows runner to downgrade, which
+# its installer refuses outright with MSI error 1638.
+SSM_PLUGIN_MINIMUM_VERSION = (1, 2, 835, 0)
+SSM_PLUGIN_DOWNLOAD_VERSION = ".".join(str(part) for part in SSM_PLUGIN_MINIMUM_VERSION)
+SSM_PLUGIN_EXECUTABLE = "session-manager-plugin"
+# Where the Windows installer places the executable. Needed because a fresh install does not reach the
+# PATH of the already-running process, so PATH alone cannot confirm the install landed.
+SSM_PLUGIN_WINDOWS_PATH = Path(r"C:\Program Files\Amazon\SessionManagerPlugin\bin\session-manager-plugin.exe")
 parser = argparse.ArgumentParser(description="Install CI tooling for the repo")
 _ = parser.add_argument(
     "--no-python",
@@ -45,30 +60,202 @@
 )
 
 
+def pwsh_cmd(cmd: str) -> list[str]:
+    pwsh = shutil.which("pwsh") or shutil.which("powershell")
+    if not pwsh:
+        raise FileNotFoundError("Neither 'pwsh' nor 'powershell' found on PATH")
+    return [pwsh, "-NoProfile", "-NonInteractive", "-Command", cmd]
+
+
+def install_task(*, is_windows: bool) -> None:
+    """Install the pinned Task release into `LOCAL_BIN_DIR`.
+
+    Deliberately not `npm install -g @go-task/cli`: that writes to the global prefix of whichever
+    node is on PATH, and in CI that is the pnpm-managed node installed by `pnpm/setup`, whose prefix
+    bin directory is not the one on PATH. The package installs successfully and the linked
+    executable is then unreachable, so `task` fails with exit status 127.
+
+    Verification goes through the absolute path because this process resolved PATH before the
+    install; `GITHUB_PATH` is appended so later steps in the same CI job can invoke `task` by name.
+    """
+    LOCAL_BIN_DIR.mkdir(parents=True, exist_ok=True)
+    if is_windows:
+        if platform.machine().lower() == "arm64":
+            windows_arch = "arm64"
+        else:
+            windows_arch = "amd64"
+        archive_url = (
+            f"https://github.com/go-task/task/releases/download/v{TASK_VERSION}/task_windows_{windows_arch}.zip"
+        )
+        # The bin directory is handed over as an environment variable rather than interpolated into the
+        # script text: PowerShell single quotes take no escapes, so an apostrophe in the home directory
+        # would terminate the string early. A variable reference is one argument whatever it contains.
+        task_env = dict(os.environ)
+        task_env.update({"TASK_BIN_DIR": str(LOCAL_BIN_DIR)})
+        powershell_statements = [
+            "$ErrorActionPreference = 'Stop'",
+            "$archive = Join-Path $env:TEMP 'task-release.zip'",
+            f"Invoke-WebRequest -UseBasicParsing -Uri '{archive_url}' -OutFile $archive",
+            "Expand-Archive -Path $archive -DestinationPath $env:TASK_BIN_DIR -Force",
+            "Remove-Item $archive",
+        ]
+        _ = subprocess.run(  # noqa: S603 # this is all our own input
+            pwsh_cmd("; ".join(powershell_statements)),
+            check=True,
+            env=task_env,
+            timeout=DOWNLOAD_TIMEOUT_SECONDS,
+        )
+        task_path = LOCAL_BIN_DIR / "task.exe"
+    else:
+        # The installer resolves the pinned tag against the published checksums, so the archive is verified.
+        # The bin directory is shell-quoted because a space or apostrophe in the home directory would
+        # otherwise split it into multiple arguments, or unbalance the quoting outright.
+        _ = subprocess.run(  # noqa: S602 # we need to set shell to true to use the pipe operator, and this is all our own input
+            f"curl -fsSL --connect-timeout 20 --max-time 40 --retry 3 --retry-delay 5 --retry-connrefused --proto '=https' https://taskfile.dev/install.sh | sh -s -- -b {shlex.quote(str(LOCAL_BIN_DIR))} v{TASK_VERSION}",
+            check=True,
+            shell=True,
+            timeout=DOWNLOAD_TIMEOUT_SECONDS,
+        )
+        task_path = LOCAL_BIN_DIR / "task"
+    _ = subprocess.run([str(task_path), "--version"], check=True)  # noqa: S603 # this is all our own input
+    if "GITHUB_PATH" in os.environ:
+        with Path(os.environ["GITHUB_PATH"]).open("a", encoding="utf-8") as github_path_file:
+            _ = github_path_file.write(f"{LOCAL_BIN_DIR}\n")
+
+
+def run_node_cmds(cmds: list[str], *, is_windows: bool) -> None:
+    for cmd in cmds:
+        if is_windows:
+            run_cmd = pwsh_cmd(cmd)
+        else:
+            run_cmd = [cmd]
+        _ = subprocess.run(run_cmd, shell=True, check=True, timeout=DOWNLOAD_TIMEOUT_SECONDS)  # noqa: S602 # we need shell=True for npm commands, and this is all our own input
+
+
+def parse_version(raw: str) -> tuple[int, ...] | None:
+    stripped = raw.strip()
+    if not stripped:
+        return None
+    parts: list[int] = []
+    for segment in stripped.split("."):
+        if not segment.isdigit():
+            return None
+        parts.append(int(segment))
+    return tuple(parts)
+
+
+def resolve_ssm_plugin() -> str | None:
+    on_path = shutil.which(SSM_PLUGIN_EXECUTABLE)
+    if on_path is not None:
+        return on_path
+    if SSM_PLUGIN_WINDOWS_PATH.exists():
+        return str(SSM_PLUGIN_WINDOWS_PATH)
+    return None
+
+
+def installed_ssm_plugin_version() -> tuple[int, ...] | None:
+    executable = resolve_ssm_plugin()
+    if executable is None:
+        return None
+    try:
+        result = subprocess.run(  # noqa: S603 # this is all our own input
+            [executable, "--version"],
+            check=True,
+            capture_output=True,
+            text=True,
+        )
+    except subprocess.CalledProcessError:
+        return None
+    return parse_version(result.stdout)
+
+
+def install_ssm_plugin(*, is_windows: bool) -> None:
+    with tempfile.TemporaryDirectory() as tmp_dir:
+        if is_windows:
+            local_package_path = Path(tmp_dir) / "SessionManagerPluginSetup.exe"
+            # Based on https://docs.aws.amazon.com/systems-manager/latest/userguide/install-plugin-windows.html
+            _ = subprocess.run(  # noqa: S603 # this is all our own input
+                [  # noqa: S607 # curl should always be on PATH
+                    "curl",
+                    f"https://s3.amazonaws.com/session-manager-downloads/plugin/{SSM_PLUGIN_DOWNLOAD_VERSION}/windows/SessionManagerPluginSetup.exe",
+                    "-o",
+                    f"{local_package_path}",
+                ],
+                check=True,
+                timeout=DOWNLOAD_TIMEOUT_SECONDS,
+            )
+            _ = subprocess.run(  # noqa: S603 # this is all our own input
+                [str(local_package_path), "/quiet"],
+                check=True,
+            )
+        else:
+            local_package_path = Path(tmp_dir) / "session-manager-plugin.deb"
+            # Based on https://docs.aws.amazon.com/systems-manager/latest/userguide/install-plugin-debian-and-ubuntu.html
+            _ = subprocess.run(  # noqa: S603 # this is all our own input
+                [  # noqa: S607 # curl should always be on PATH
+                    "curl",
+                    f"https://s3.amazonaws.com/session-manager-downloads/plugin/{SSM_PLUGIN_DOWNLOAD_VERSION}/ubuntu_64bit/session-manager-plugin.deb",
+                    "-o",
+                    f"{local_package_path}",
+                ],
+                check=True,
+                timeout=DOWNLOAD_TIMEOUT_SECONDS,
+            )
+            _ = subprocess.run(  # noqa: S603 # this is all our own input
+                [  # noqa: S607 # sudo should always be on PATH
+                    "sudo",
+                    "dpkg",
+                    "-i",
+                    str(local_package_path),
+                ],
+                check=True,
+            )
+
+
+def ensure_ssm_plugin(*, is_windows: bool) -> None:
+    installed = installed_ssm_plugin_version()
+    if installed is None:
+        print("SSM plugin not found, installing it")  # noqa: T201 # we want the script to print to console for easy viewing
+    elif installed < SSM_PLUGIN_MINIMUM_VERSION:
+        print(  # noqa: T201 # we want the script to print to console for easy viewing
+            f"SSM plugin {'.'.join(str(part) for part in installed)} is older than the required "
+            f"{SSM_PLUGIN_DOWNLOAD_VERSION}, upgrading it"
+        )
+    else:
+        print(  # noqa: T201 # we want the script to print to console for easy viewing
+            f"SSM Plugin Manager Version: {'.'.join(str(part) for part in installed)} "
+            f"(already at least {SSM_PLUGIN_DOWNLOAD_VERSION}, leaving it alone)"
+        )
+        return
+    install_ssm_plugin(is_windows=is_windows)
+    # The installer exits zero without installing anything when the requested version is already
+    # present, so the version has to be read back rather than inferred from the exit code.
+    final = installed_ssm_plugin_version()
+    if final is None or final < SSM_PLUGIN_MINIMUM_VERSION:
+        raise RuntimeError(
+            f"The SSM plugin installer did not produce {SSM_PLUGIN_EXECUTABLE} "
+            f"version {SSM_PLUGIN_DOWNLOAD_VERSION} or newer, it left {final}"
+        )
+    print(f"SSM Plugin Manager Version: {'.'.join(str(part) for part in final)}")  # noqa: T201 # we want the script to print to console for easy viewing
+
+
 def main():
     args = parser.parse_args(sys.argv[1:])
     is_windows = platform.system() == "Windows"
     uv_env = dict(os.environ)
     uv_env.update({"UV_PYTHON": args.python_version, "UV_PYTHON_PREFERENCE": "only-system"})
-    uv_path = ((GITHUB_WINDOWS_RUNNER_BIN_PATH + "\\") if is_windows else "") + "uv"
     if is_windows:
-        pwsh = shutil.which("pwsh") or shutil.which("powershell")
-        if not pwsh:
-            raise FileNotFoundError("Neither 'pwsh' nor 'powershell' found on PATH")
+        uv_path = str(LOCAL_BIN_DIR / "uv")
+    else:
+        uv_path = "uv"
     if not args.no_python:
         if is_windows:
-            uv_env.update({"PATH": rf"{GITHUB_WINDOWS_RUNNER_BIN_PATH};{uv_env['PATH']}"})
-            # invoke installer in a pwsh process
+            uv_env.update({"PATH": rf"{LOCAL_BIN_DIR};{uv_env['PATH']}"})
             _ = subprocess.run(  # noqa: S603 # this is all our own input
-                [
-                    pwsh,
-                    "-NoProfile",
-                    "-NonInteractive",
-                    "-Command",
-                    f"irm https://astral.sh/uv/{UV_VERSION}/install.ps1 | iex",
-                ],
+                pwsh_cmd(f"irm https://astral.sh/uv/{UV_VERSION}/install.ps1 | iex"),
                 check=True,
                 env=uv_env,
+                timeout=DOWNLOAD_TIMEOUT_SECONDS,
             )
         else:
             _ = subprocess.run(  # noqa: S602 # we need to set shell to true to use the pipe operator, and this is all our own input
@@ -76,6 +263,7 @@ def main():
                 check=True,
                 shell=True,
                 env=uv_env,
+                timeout=DOWNLOAD_TIMEOUT_SECONDS,
             )
             # TODO: add uv autocompletion to the shell https://docs.astral.sh/uv/getting-started/installation/#shell-autocompletion
         _ = subprocess.run(  # noqa: S603 # this is all our own input
@@ -89,6 +277,7 @@ def main():
             ],
             check=True,
             env=uv_env,
+            timeout=DOWNLOAD_TIMEOUT_SECONDS,
         )
         _ = subprocess.run(  # noqa: S603 # this is all our own input
             [
@@ -99,6 +288,7 @@ def main():
             ],
             check=True,
             env=uv_env,
+            timeout=DOWNLOAD_TIMEOUT_SECONDS,
         )
         _ = subprocess.run(  # noqa: S603 # this is all our own input
             [
@@ -110,69 +300,11 @@ def main():
             env=uv_env,
         )
     if not args.no_node:
-        pnpm_install_sequence = ["npm -v", f"npm install -g pnpm@{PNPM_VERSION}", "pnpm -v"]
-        for cmd in pnpm_install_sequence:
-            run_cmd = (
-                [
-                    pwsh,  # type: ignore[reportPossiblyUnboundVariable] # this matches the conditional above that defines pwsh
-                    "-NoProfile",
-                    "-NonInteractive",
-                    "-Command",
-                    cmd,
-                ]
-                if is_windows
-                else [cmd]
-            )
-            _ = subprocess.run(run_cmd, shell=True, check=True)  # noqa: S602 # we need shell=True for npm commands, and this is all our own input
+        run_node_cmds(["npm -v", f"npm install -g pnpm@{PNPM_VERSION}", "pnpm -v"], is_windows=is_windows)
+    # Task is installed outside the --no-node branch because CI always passes --no-node (pnpm/setup handles pnpm there), and every job still needs the task runner
+    install_task(is_windows=is_windows)
     if INSTALL_SSM_PLUGIN_BY_DEFAULT and not args.skip_installing_ssm_plugin:
-        with tempfile.TemporaryDirectory() as tmp_dir:
-            if is_windows:
-                local_package_path = Path(tmp_dir) / "SessionManagerPluginSetup.exe"
-                # Based on https://docs.aws.amazon.com/systems-manager/latest/userguide/install-plugin-windows.html
-                # no specific reason for that version, just pinning it for best practice
-                _ = subprocess.run(  # noqa: S603 # this is all our own input
-                    [  # noqa: S607 # curl should always be on PATH
-                        "curl",
-                        "https://s3.amazonaws.com/session-manager-downloads/plugin/1.2.707.0/windows/SessionManagerPluginSetup.exe",
-                        "-o",
-                        f"{local_package_path}",
-                    ],
-                    check=True,
-                )
-                _ = subprocess.run(  # noqa: S603 # this is all our own input
-                    [str(local_package_path), "/quiet"],
-                    check=True,
-                )
-            else:
-                local_package_path = Path(tmp_dir) / "session-manager-plugin.deb"
-                # Based on https://docs.aws.amazon.com/systems-manager/latest/userguide/install-plugin-debian-and-ubuntu.html
-                # no specific reason for that version, just pinning it for best practice
-                _ = subprocess.run(  # noqa: S603 # this is all our own input
-                    [  # noqa: S607 # curl should always be on PATH
-                        "curl",
-                        "https://s3.amazonaws.com/session-manager-downloads/plugin/1.2.707.0/ubuntu_64bit/session-manager-plugin.deb",
-                        "-o",
-                        f"{local_package_path}",
-                    ],
-                    check=True,
-                )
-                _ = subprocess.run(  # noqa: S603 # this is all our own input
-                    [  # noqa: S607 # sudo should always be on PATH
-                        "sudo",
-                        "dpkg",
-                        "-i",
-                        str(local_package_path),
-                    ],
-                    check=True,
-                )
-            print("SSM Plugin Manager Version: ")  # noqa: T201 # we want the script to print to console for easy viewing
-            _ = subprocess.run(
-                [  # noqa: S607 # session-manager-plugin should be on PATH because we just installed it
-                    "session-manager-plugin",
-                    "--version",
-                ],
-                check=True,
-            )
+        ensure_ssm_plugin(is_windows=is_windows)
 
 
 if __name__ == "__main__":
diff --git a/.devcontainer/on-create-command.sh b/.devcontainer/on-create-command.sh
index 921e174..16f4bc6 100644
--- a/.devcontainer/on-create-command.sh
+++ b/.devcontainer/on-create-command.sh
@@ -15,7 +15,7 @@ chgrp -R 0 "$repo_root/.claude" || true
 npm --prefix "$repo_root/.claude" ci
 
 # Install beads for use in Claude planning
-npm install -g @beads/bd@0.57.0 # no specific reason for this version, just pinning for best practice
+npm install -g @beads/bd@1.2.2 # kept in lockstep with dolt_image_version; both are defined in extensions/context.py
 
 pre-commit install --install-hooks
 
diff --git a/.devcontainer/post-start-command.sh b/.devcontainer/post-start-command.sh
index 652759a..c61145e 100644
--- a/.devcontainer/post-start-command.sh
+++ b/.devcontainer/post-start-command.sh
@@ -6,13 +6,21 @@ set -ex
 script_dir="$(CDPATH='' cd -- "$(dirname -- "$0")" && pwd)"
 repo_root="$(CDPATH='' cd -- "$script_dir/.." && pwd)"
 git config --global --add safe.directory "$repo_root"
+# bd >=1.0 warns on every command unless .beads is owner-only, and on-create's group-writable chmod over .claude
+# undoes what bd init sets. Runs before the bd calls below so their output is clean too.
+if [ -d "$repo_root/.claude/.beads" ]; then
+    chmod 700 "$repo_root/.claude/.beads"
+fi
 pre-commit run merge-claude-settings -a
 if ! bd ready; then
 	echo "It's likely the Dolt server has not yet been initialized to support beads, running that now" # TODO: figure out a better way to match this specific scenario than just a non-zero exit code...but beads still seems like in high flux right now so not sure what to tie it to
     # the 'stealth' flag is just the only way I could figure out how to stop it from modifying AGENTS.md...if there's another way to avoid that, then fine.  Even without the stealth flag though, files inside the .claude/beads directory get modified, so restoring them at the end to what was set in git...these shouldn't really need to change regularly
     # trying to set 'prefix' to nothing doesn't seem to work (it just acts like the prefix flag wasn't there), so just setting to 'work' as an arbitrary name
-    # for some reason, the envvar for the server host isn't being picked up normally, so just passing it explicitly here
-    rm -rf .claude/.beads && bd init --server-host="$BEADS_DOLT_SERVER_HOST" --database="$BEADS_DOLT_SERVER_DATABASE" --skip-hooks --stealth --prefix=work </dev/null && git -c core.hooksPath=/dev/null restore --source=HEAD --staged --worktree .claude/.beads
+    # --server is required as of bd 1.0: without it, init resolves to embedded dolt and hard-fails because the BEADS_DOLT_SERVER_* envvars are set
+    rm -rf .claude/.beads && bd init --server --server-host="$BEADS_DOLT_SERVER_HOST" --database="$BEADS_DOLT_SERVER_DATABASE" --skip-hooks --stealth --prefix=work </dev/null
+    # Best effort: a freshly generated repo has nothing tracked under .claude/.beads, and the failed pathspec would
+    # otherwise trip 'set -e' and abandon the rest of this script
+    git -c core.hooksPath=/dev/null restore --source=HEAD --staged --worktree .claude/.beads || true
 fi
 
 # ============== WARNING ==============================================================================
diff --git a/.github/actions/ecr-auth/action.yml b/.github/actions/ecr-auth/action.yml
index 6fb0ea4..d826ce1 100644
--- a/.github/actions/ecr-auth/action.yml
+++ b/.github/actions/ecr-auth/action.yml
@@ -22,7 +22,7 @@ runs:
   using: composite
   steps:
     - name: OIDC Auth for ECR
-      uses: aws-actions/configure-aws-credentials@v6.2.3
+      uses: aws-actions/configure-aws-credentials@v6.3.0
       with:
         role-to-assume: ${{ inputs.role-arn }}
         aws-region: ${{ inputs.aws-region }}
diff --git a/.github/actions/install_deps/action.yml b/.github/actions/install_deps/action.yml
index b91d8b3..a995b8f 100644
--- a/.github/actions/install_deps/action.yml
+++ b/.github/actions/install_deps/action.yml
@@ -16,8 +16,8 @@ inputs:
     description: Node version to install
     required: false # if this is set, then assume you want node dependencies installed
     default: 'notUsing'
-  package-json-file:
-    description: Relative path to a package.json to read the pnpm version from (its `packageManager` or `devEngines.packageManager` field). When unset, the pnpm version pinned by the template is used instead.
+  working-directory:
+    description: Relative path to the directory holding the package.json to read the pnpm version from (its `packageManager` or `devEngines.packageManager` field). When unset, the pnpm version pinned by the template is used instead.
     required: false
     default: 'notUsing'
   install-deps:
@@ -68,43 +68,52 @@ runs:
       with:
         python-version: ${{ env.PYTHON_VERSION }}
 
-    - name: Check for a pnpm lock file # pnpm/setup can only cache the store when there's a lock file at the repo root to key the cache off of
-      id: pnpm-lock-probe
+    - name: Locate the pnpm project # pnpm/setup keys the store cache off a lock file, so it can only cache when one exists in the directory the project lives in
+      id: pnpm-project
       if: ${{ inputs.node-version != 'notUsing' }}
+      env:
+        WORKING_DIRECTORY: ${{ inputs.working-directory }}
       run: |
-        if [ -f pnpm-lock.yaml ]; then
-          echo "exists=true" >> "$GITHUB_OUTPUT"
+        if [ "$WORKING_DIRECTORY" = "notUsing" ]; then
+          project_dir="."
         else
-          echo "exists=false" >> "$GITHUB_OUTPUT"
+          project_dir="$WORKING_DIRECTORY"
+        fi
+        echo "dir=$project_dir" >> "$GITHUB_OUTPUT"
+        if [ -f "$project_dir/pnpm-lock.yaml" ]; then
+          echo "lock_exists=true" >> "$GITHUB_OUTPUT"
+        else
+          echo "lock_exists=false" >> "$GITHUB_OUTPUT"
         fi
       shell: bash
 
     - name: Setup pnpm and node # this action installs both pnpm and the node runtime, so actions/setup-node is not needed
       if: ${{ inputs.node-version != 'notUsing' }}
-      uses: pnpm/setup@v2.0.2
+      uses: pnpm/setup@v2.1.0
       with:
-        # an empty version makes pnpm/setup read it from package-json-file instead. Passing both a version and a package.json with a conflicting `packageManager` field is a hard error in pnpm/setup.
-        version: ${{ inputs.package-json-file == 'notUsing' && '11.22.0' || '' }}
-        package-json-file: ${{ inputs.package-json-file == 'notUsing' && 'package.json' || inputs.package-json-file }}
+        # an empty version makes pnpm/setup read it from the manifest in working-directory instead. Passing both a version and a package.json with a conflicting `packageManager` field is a hard error in pnpm/setup.
+        version: ${{ inputs.working-directory == 'notUsing' && '12.4.2' || '' }}
+        working-directory: ${{ steps.pnpm-project.outputs.dir }}
+        # cache-dependency-path is left at its default, which is the lock file inside working-directory -- the same one the probe above checks
         runtime: node@${{ inputs.node-version }}
-        cache: ${{ steps.pnpm-lock-probe.outputs.exists }}
+        cache: ${{ steps.pnpm-project.outputs.lock_exists }}
         install: false # dependency installation is handled by manual-setup-deps.py, which knows about every environment in the repo
 
     - name: Install tooling
       # the funky syntax is github action ternary
       # --no-node is always passed because the only node tooling this script installs is pnpm, which pnpm/setup above already installed
-      run: python .devcontainer/install-ci-tooling.py ${{ inputs.python-version == 'notUsing' && '--no-python' || '' }} --no-node ${{ inputs.skip-installing-ssm-plugin-manager && '--skip-installing-ssm-plugin' || '' }}
+      run: python .devcontainer/install-ci-tooling.py ${{ inputs.python-version == 'notUsing' && '--no-python' || '' }} --no-node ${{ inputs.skip-installing-ssm-plugin-manager == 'true' && '--skip-installing-ssm-plugin' || '' }}
       shell: pwsh
 
     - name: OIDC Auth for CodeArtifact
       if: ${{ inputs.code-artifact-auth-role-name != 'no-code-artifact' }}
-      uses: aws-actions/configure-aws-credentials@v6.2.3
+      uses: aws-actions/configure-aws-credentials@v6.3.0
       with:
         role-to-assume: arn:aws:iam::${{ inputs.code-artifact-auth-role-account-id }}:role/${{ inputs.code-artifact-auth-role-name }}
         aws-region: ${{ inputs.code-artifact-auth-region }}
 
     - name: Install dependencies
       # the funky syntax is github action ternary
-      if: ${{ inputs.install-deps }}
-      run: python .devcontainer/manual-setup-deps.py ${{ inputs.python-version == 'notUsing' && '--no-python' || '' }} ${{ inputs.node-version == 'notUsing' && '--no-node' || '' }} ${{ inputs.skip-updating-devcontainer-hash && '--skip-updating-devcontainer-hash' || '' }} ${{ inputs.skip-installing-pulumi-cli && '--skip-installing-pulumi-cli' || '' }}
+      if: ${{ inputs.install-deps == 'true' }}
+      run: python .devcontainer/manual-setup-deps.py ${{ inputs.python-version == 'notUsing' && '--no-python' || '' }} ${{ inputs.node-version == 'notUsing' && '--no-node' || '' }} ${{ inputs.skip-updating-devcontainer-hash == 'true' && '--skip-updating-devcontainer-hash' || '' }} ${{ inputs.skip-installing-pulumi-cli == 'true' && '--skip-installing-pulumi-cli' || '' }}
       shell: pwsh
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index baf9ccf..3ea4f27 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -115,7 +115,7 @@ jobs:
       - name: Upload coverage to Codecov
         # only upload coverage from fastest job
         if: ${{ matrix.JOB_MATCHING_DEV_ENV && github.actor != 'dependabot[bot]' }} # dependabot by default doesn't have access to the necessary secret...and dependabot should never be changing coverage anyway so it's fine not uploading it
-        uses: codecov/codecov-action@v7.0.0
+        uses: codecov/codecov-action@v7.1.0
         with:
           files: ./coverage.xml
           flags: unittests
@@ -216,17 +216,16 @@ jobs:
     if: always()
     steps:
       - name: fail if prior job failure
+        # Iterating the needs context keeps this gate from drifting out of sync with the job list above
+        env:
+          NEEDS: ${{ toJSON(needs) }}
         run: |
-          success_pattern="^(skipped|success)$" # these are the possibilities: https://docs.github.com/en/actions/reference/workflows-and-actions/contexts#needs-context
-
-          if [[ ! "${{ needs.get-values.result }}" =~ $success_pattern ]] ||
-            [[ ! "${{ needs.check-skip-duplicate.result }}" =~ $success_pattern ]] ||
-            [[ ! "${{ needs.lint.result }}" =~ $success_pattern ]] ||
-            [[ ! "${{ needs.build-docs.result }}" =~ $success_pattern ]] ||
-            [[ ! "${{ needs.executable.result }}" =~ $success_pattern ]] ||
-            [[ ! "${{ needs.test.result }}" =~ $success_pattern ]] ||
-            [[ ! "${{ needs.confirm-on-tagged-copier-template.result }}" =~ $success_pattern ]]; then
-            echo "❌ One or more jobs did not finish with skipped or success"
+          # these are the possibilities: https://docs.github.com/en/actions/reference/workflows-and-actions/contexts#needs-context
+          not_ok=$(jq -r 'to_entries[] | select(.value.result | test("^(skipped|success)$") | not) | .key' <<<"$NEEDS")
+
+          if [[ -n "$not_ok" ]]; then
+            echo "❌ One or more jobs did not finish with skipped or success:"
+            echo "$not_ok"
             exit 1
           fi
           echo "✅ All jobs finished with skipped or success"
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 4408a4a..be83fe3 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -133,7 +133,7 @@ jobs:
         run: (cd "artifacts/windows-2025-vs2026-3.13.9" && zip -r "../../cloud-courier-windows-2025-vs2026-3.13.9-v${{ needs.guard.outputs.version }}.zip" .)
 
       - name: Create GitHub Release
-        uses: softprops/action-gh-release@v3.0.0
+        uses: softprops/action-gh-release@v3.0.3
         with:
           tag_name: v${{ needs.guard.outputs.version }}
           target_commitish: ${{ github.sha }}
diff --git a/.gitignore b/.gitignore
index cc7c8b5..4916f46 100644
--- a/.gitignore
+++ b/.gitignore
@@ -123,4 +123,8 @@ dist
 # macOS dev cleanliness
 **/.DS_Store
 
+# Devcontainer
+# The devcontainer CLI writes this lock file to pin feature digests, but we are not using it yet
+.devcontainer/devcontainer-lock.json
+
 # Ignores specific to this repository
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b9a33c5..288bebb 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -156,6 +156,8 @@ repos:
               .*tsconfig.json|
           )$
       - id: check-yaml
+        # some tools (e.g. pnpm) create multiple-document YAML streams
+        args: [--allow-multiple-documents]
         # .copier-answers.yml is an autogenerated YAML file by Copier that throws 'found unhashable key' errors
         # Helm charts contain other non-YAML markers that cause errors here. they should be checked with helm-lint instead
         # VCRpy cassettes sometimes contain non-YAML markers that cause errors---but they're autogenerated anyway
@@ -173,6 +175,11 @@ repos:
     rev: c4654a7e007c9619a5eb63c39a456572a0fa1851  # frozen: 0.38.0
     hooks:
       - id: check-github-workflows
+      - id: check-jsonschema
+        name: check taskfiles
+        # Task itself silently ignores unknown keys, so a typo'd key is only caught by the schema.
+        args: [--schemafile, 'https://taskfile.dev/schema.json']
+        files: ^(Taskfile\.yaml|(template/)?\.config/taskfiles/[^/{]+\.yaml)$
 
   - repo: https://github.com/maresb/check-json5
     rev: bd4737432a2175617a9eeaa510ab369cbc1cbd3d  # frozen: v1.0.1
@@ -325,6 +332,15 @@ repos:
         pass_filenames: false
         language: system
 
+      - id: task-list
+        # Schema validation cannot see across files: only Task itself resolves the include paths in the root shim and
+        # rejects a task name defined by two flattened includes. Listing is enough to trigger both errors.
+        name: validate taskfile includes and task names
+        entry: bash -c "task --list-all > /dev/null"
+        files: ^(Taskfile\.yaml|\.config/taskfiles/.*)$
+        pass_filenames: false
+        language: system
+
       - id: compute-devcontainer-context-hash
         # Devcontainer context --- this makes Github's "prebuild codespaces" feature work more intelligently for the "Configuration Change" trigger
         name: compute devcontainer context hash
diff --git a/AGENTS.md b/AGENTS.md
index 21e0aef..793fedd 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -78,6 +78,9 @@ This project is a Python library.
 ## Tooling
 
 - ❌ Never chain commands (`&&`, `||`, `;`, `&`) — breaks permission allow-list matcher. ✅ One command per tool call. `cd` as separate prior call. Pipes (`|`) OK.
+- Before hand-assembling a multi-step workflow, run `task --list` — it is probably already a task. Definitions live in `.config/taskfiles/`; the root `Taskfile.yaml` only includes them.
+- The bans on `pnpm --prefix`, `uv --directory` and direct tool invocation apply to commands you type, not to task definitions: a task's commands run with the repo root as their working directory by default. Prefer adding or extending a task over typing the long form.
+- Linting and type-checking stay with `pre-commit run <hook-id>` rather than a task, so that what you run is exactly what CI runs.
 - `cd` into a subdirectory is auto-approved; navigating up (`cd ..`) or to an absolute path (`cd /some/path`) requires a user permission prompt. Minimize such navigation: run `pre-commit` from whichever subdirectory you're already in (it walks up to find `.pre-commit-config.yaml`).
 - ❌ Never use `python3` or `python` directly. ✅ Always use `uv run python` for Python commands.
 - ❌ Never use `python3`/`python` for one-off data tasks. ✅ Use `jq` for JSON parsing, standard shell builtins for string manipulation. Only reach for `uv run python` when no dedicated tool covers the need.
@@ -90,18 +93,20 @@ This project is a Python library.
 - Never use backslash line continuations in shell commands — always write the full command on a single line. Backslashes break the permission allow-list matcher.
 - **Never manually edit files in any `generated/` folder.** These files are produced by codegen tooling (typically Kiota) and any manual changes will be overwritten. If a generated file needs to change, update the source (e.g. the OpenAPI schema) and re-run the generator.
 - Leave `import` statement ordering and unused-import removal to pre-commit — don't edit them yourself.
+- In GitHub Codespaces, the injected `GITHUB_TOKEN` is a repo-scoped app token, so `gh`/`git` cannot reach other repos in the org. It lives in the container process environment (not any dotfile), so `unset` inside a Bash tool call does not persist. To grant broader access, ask the user to run `env -u GITHUB_TOKEN -u GH_TOKEN gh auth login --hostname github.com --git-protocol https --web` in their shell (the `--web` flags are required — `gh auth login` alone needs a TTY that the Bash tool does not provide, and it refuses to store credentials while `GITHUB_TOKEN` is set). Afterwards, prefix your own `gh`/`git` calls with `env -u GITHUB_TOKEN -u GH_TOKEN` so they use the stored GitHub CLI credentials instead of the app token — `GH_TOKEN` also has to be cleared because `gh` gives it precedence over both `GITHUB_TOKEN` and stored credentials. Where those credentials live depends on the environment (`gh` prefers the OS credential store and the config dir follows `GH_CONFIG_DIR`), but in these devcontainers they usually land in plain text at `~/.config/gh/hosts.yml`; `gh auth status` reports the active source.
 
 <!-- BEGIN BEADS INTEGRATION -->
-## Issue Tracking with bd (beads)
+## Work Tracking with bd (beads)
 
-**IMPORTANT**: This project uses **bd (beads)** for ALL issue tracking. Do NOT use markdown TODOs, task lists, or other tracking methods.
+**IMPORTANT**: Use **bd (beads)** to break down and track your own work while implementing a ticket. Within a working session it is the only place to track that breakdown — do NOT use markdown TODOs, task lists, or other scratch tracking methods.
+
+bd is not the team's ticket tracker. It is a local tool for a developer and an AI agent working together: `bd init --stealth` adds `.beads/` to `.git/info/exclude`, so neither the database nor its JSONL export is committed, and nothing recorded in bd is visible to reviewers, teammates, or CI. The ticket a session is implementing lives in whatever system the team owning the repository uses — GitHub Issues, Jira, Linear, or something else.
 
 ### Why bd?
 
-- Dependency-aware: Track blockers and relationships between issues
-- Git-friendly: Auto-syncs to JSONL for version control
+- Dependency-aware: Track blockers and relationships between the pieces of work in a session
 - Agent-optimized: JSON output, ready work detection, discovered-from links
-- Prevents duplicate tracking systems and confusion
+- Keeps session breakdown out of the team's ticket tracker, and out of the codebase
 
 ### Quick Start
 
@@ -115,20 +120,20 @@ bd ready --json
 
 ```bash
 bd create "Issue title" --description="Detailed context" -t bug|feature|task -p 0-4 --json
-bd create "Issue title" --description="What this issue is about" -p 1 --deps discovered-from:bd-123 --json
+bd create "Issue title" --description="What this issue is about" -p 1 --deps discovered-from:<parent-id> --json
 ```
 
 **Claim and update:**
 
 ```bash
-bd update bd-42 --status in_progress --json
-bd update bd-42 --priority 1 --json
+bd update <id> --status in_progress --json
+bd update <id> --priority 1 --json
 ```
 
 **Complete work:**
 
 ```bash
-bd close bd-42 --reason "Completed" --json
+bd close <id> --reason "Completed" --json
 ```
 
 **Creating human readable file:**
@@ -145,6 +150,7 @@ bd export -o [relative path to repository root]/.claude/.beads/issues-dump.jsonl
 - `task` - Work item (tests, docs, refactoring)
 - `epic` - Large feature with subtasks
 - `chore` - Maintenance (dependencies, tooling)
+- `decision` - An architectural decision (aliases: `dec`, `adr`)
 
 ### Priorities
 
@@ -166,15 +172,15 @@ bd export -o [relative path to repository root]/.claude/.beads/issues-dump.jsonl
 
 ### Important Rules
 
-- ✅ Use bd for ALL task tracking
+- ✅ Use bd for ALL tracking of your own work within a session
 - ✅ Always use `--json` flag for programmatic use
 - ✅ Link discovered work with `discovered-from` dependencies
 - ✅ Check `bd ready` before asking "what should I work on?"
-- ❌ Do NOT create markdown TODO lists
-- ❌ Do NOT use external issue trackers
-- ❌ Do NOT duplicate tracking systems
+- ❌ Do NOT create markdown TODO lists to track session work
+- ❌ Do NOT stand up a second scratch tracking system alongside bd
+- ❌ Do NOT propose bd for work that needs tracking beyond the session — a bd issue is invisible to everyone else. Suggest a code comment, or a ticket in the team's own tracker, and do not assume which tracker that is
 
-For more details, see README.md and docs/QUICKSTART.md.
+For more details, run `bd quickstart` or see <https://github.com/gastownhall/beads>.
 
 # Copier-Managed Files
 
diff --git a/README.md b/README.md
index 23e9804..91c2020 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,9 @@
 Documentation is hosted on [ReadTheDocs](https://cloud-courier.readthedocs.io/en/latest/?badge=latest).
 
 # Development
+
+Multi-step workflows are defined as [Task](https://taskfile.dev) tasks. Run `task --list` to see them; the definitions live in `.config/taskfiles/`, and `Taskfile.yaml` in the repo root is only a shim that includes them.
+
 This project has a dev container. If you already have VS Code and Docker installed, you can click the badge above or [here](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/LabAutomationAndScreening/cloud-courier) to get started. Clicking these links will cause VS Code to automatically install the Dev Containers extension if needed, clone the source code into a container volume, and spin up a dev container for use.
 
 The `Release` workflow reuses the checks from CI instead of re-running them: it requires that the `CI` workflow has already completed successfully for the current commit (including the `workflow-summary` job) and reuses the artifacts CI built rather than rebuilding. Trigger it manually with `workflow_dispatch`; a real release must be run from `main`, while the `dry_run` option lets you exercise the workflow from any branch without tagging or releasing. A real run pushes the `v<version>` git tag and creates a GitHub Release, attaching the executable that CI built for every OS and Python version.
@@ -22,8 +25,7 @@ The `Release` workflow reuses the checks from CI instead of re-running them: it
 
 
 ## Updating from the template
-This repository uses a copier template. To pull in the latest updates from the template, use the command:
-`copier update --answers-file .config/.copier-answers.yml --trust --conflict rej --defaults`
+This repository uses a copier template. To pull in the latest updates from the template, run `task copier-update`
 
 <!--
 ============== WARNING ==============================================================================
diff --git a/Taskfile.yaml b/Taskfile.yaml
new file mode 100644
index 0000000..f1139d2
--- /dev/null
+++ b/Taskfile.yaml
@@ -0,0 +1,16 @@
+# ============== WARNING ==============================================================================
+# File is managed by copier template: gh:LabAutomationAndScreening/copier-base-template.git
+# See .config/.copier-managed-files.json for details.
+#
+# You are welcome to make changes to this file in your repo if they are custom to your project,
+# but if the change should be shared with other projects, please backport it to the template repo.
+# =====================================================================================================
+# Task definitions live in .config/taskfiles/ next to the other tool configs so the repo root stays uncluttered.
+# This shim exists because Task cannot be pointed at a config directory: auto-discovery covers only Taskfile.yml, taskfile.yml, Taskfile.yaml, taskfile.yaml and their .dist variants in the current directory walking up through parents, no environment variable sets the Taskfile path (https://github.com/go-task/task/issues/1721 requested one and was closed as a duplicate on 2025-12-10 with no linked replacement and no implementation), and requiring -t/--taskfile on every call would break both the ergonomics and the Claude Code bash permission matcher.
+# Every include is flattened so that no task name contains a colon: Task's ':' namespace separator is not configurable and Claude Code cannot match a ':*' permission pattern (see .claude/settings/permissions/bash.jsonc). Flattened names share one global namespace, so a collision between two included files is a hard error rather than a silent shadow, and names are prefixed by hand (build-frontend) instead of namespaced (frontend:build).
+version: '3'
+
+includes:
+  copier:
+    taskfile: ./.config/taskfiles/copier-template.yaml
+    flatten: true
diff --git a/pyproject.toml b/pyproject.toml
index cea03c9..ad0f6f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,19 +35,19 @@ dev = [
     # Specific to this repository
     "boto3-stubs[all]>=1.43.78",
     "pytest-mock>=3.15.1",
-    "time-machine>=3.4.0",
+    "time-machine>=3.5.1",
     "pytest-timeout>=2.4.0",
     "sphinx-togglebutton==0.3.2",
 
     # Managed by upstream template
-    "pyright>=1.1.411",
-    "pyrefly>=1.2.0",
+    "pyright>=1.1.414",
+    "pyrefly>=1.3.1",
     "pytest>=9.1.1",
     "pytest-cov>=7.1.0",
-    "pytest-randomly>=4.1.0",
-    "mutmut>=3.7.0",
+    "pytest-randomly>=5.0.0",
+    "mutmut>=3.8.0",
     "sphinx==9.0.4",
-    "pyinstaller>=6.22.2",
+    "pyinstaller>=6.22.3",
 ]
 
 [tool.setuptools]
diff --git a/uv.lock b/uv.lock
index a73edea..a2da4f4 100644
--- a/uv.lock
+++ b/uv.lock
@@ -615,18 +615,18 @@ requires-dist = [
 [package.metadata.requires-dev]
 dev = [
     { name = "boto3-stubs", extras = ["all"], specifier = ">=1.43.78" },
-    { name = "mutmut", specifier = ">=3.7.0" },
-    { name = "pyinstaller", specifier = ">=6.22.2" },
-    { name = "pyrefly", specifier = ">=1.2.0" },
-    { name = "pyright", specifier = ">=1.1.411" },
+    { name = "mutmut", specifier = ">=3.8.0" },
+    { name = "pyinstaller", specifier = ">=6.22.3" },
+    { name = "pyrefly", specifier = ">=1.3.1" },
+    { name = "pyright", specifier = ">=1.1.414" },
     { name = "pytest", specifier = ">=9.1.1" },
     { name = "pytest-cov", specifier = ">=7.1.0" },
     { name = "pytest-mock", specifier = ">=3.15.1" },
-    { name = "pytest-randomly", specifier = ">=4.1.0" },
+    { name = "pytest-randomly", specifier = ">=5.0.0" },
     { name = "pytest-timeout", specifier = ">=2.4.0" },
     { name = "sphinx", specifier = "==9.0.4" },
     { name = "sphinx-togglebutton", specifier = "==0.3.2" },
-    { name = "time-machine", specifier = ">=3.4.0" },
+    { name = "time-machine", specifier = ">=3.5.1" },
 ]
 
 [[package]]
@@ -750,46 +750,49 @@ wheels = [
 
 [[package]]
 name = "libcst"
-version = "1.8.6"
+version = "1.9.0"
 source = { registry = "https://pypi.org/simple/" }
 dependencies = [
     { name = "pyyaml", marker = "python_full_version >= '3.14'" },
     { name = "pyyaml-ft", marker = "python_full_version < '3.14'" },
 ]
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