Following up on the previous post, here are some heuristic results:

First, if restricting oneself to 5-uniform values (all values have exactly five bits set), the best 15-bit code one can make is indeed 42 elements, and there are two distinct solutions: {31, 227, 364, 692, 1240, 1577, 1606, 2353, 3008, 3205, 3338, 4434, 4746, 4869, 5536, 6182, 6217, 7696, 8582, 8984, 9266, 9537, 10324, 10408, 10755, 12433, 12896, 13324, 16777, 16977, 17186, 17684, 18578, 18956, 19552, 20536, 20676, 21507, 24613, 24650, 26240, 30976} and {31, 227, 364, 692, 849, 906, 1240, 2354, 3206, 3337, 3680, 4485, 5169, 5442, 5644, 6228, 6312, 6659, 8745, 9285, 9632, 9746, 10314, 10385, 11012, 12326, 12568, 12992, 16966, 17450, 17684, 18049, 18469, 18880, 18968, 20553, 20626, 21280, 24688, 24716, 24835, 31744}. This supports, but does not prove, the conjecture that A286874(15) = 42.

Second, A286874(16) >= 48 (the best previously known bound was 45), since this is a valid 48-element solution:

0000000000011111
0000000011100011
0000000101101100
0000001010110100
0000010011011000
0000011100000011
0000100100110001
0000101000101010
0000101111000000
0001000110001001
0001010000110010
0001011000001100
0001100100000110
0001110001000001
0010000110010010
0010010010000101
0010011001100000
0010100001010100
0010110100001000
0011000001001010
0011001000010001
0011100010100000
0100001001001001
0100010001000110
0100010110100000
0100100010001100
0100111000010000
0101000000100101
0101000101010000
0101001010000010
0110000000111000
0110001100000100
0110100000000011
1000001001010010
1000010000101001
1000010100010100
1000101000000101
1000110010000010
1001000011000100
1001001100100000
1001100000011000
1010000000100110
1010000101000001
1010001010001000
1100000010010001
1100000100001010
1100100001100000
1111010000000000

I won't be sweeping all of the 15- or 16-bit spaces.

21 Mar 2026 3:19pm GMT

The
WWW::Mechanize::Chrome Saga: A Comprehensive Narrative of PR #104

This document synthesizes the extensive work performed from March
13th to March 20th, 2026, to harden, stabilize, and refactor the
WWW::Mechanize::Chrome library and its test suite. This
effort involved deep dives into asynchronous programming,
platform-specific bug hunting, and strategic architectural
decisions.

---

Part I:
The Quest for Cross-Platform Stability (March 13 - 16)

The initial phase of work focused on achieving a "green" test suite
across a variety of Linux distributions and preparing for a new release.
This involved significant hardening of the library to account for
different browser versions, OS-level security restrictions, and
filesystem differences.

Key Milestones &
Engineering Decisions:

• Fedora & RHEL-family Success: A major effort
  was undertaken to achieve a 100% pass rate on modern Fedora 43 and
  CentOS Stream 10. This required several key engineering decisions to
  handle modern browser behavior:
  • Decision: Implement Asynchronous DOM Serialization
    Fallback. Synchronous fallbacks in an async context are
    dangerous. To prevent Resource was not cached errors during
    saveResources, we implemented a fully asynchronous fallback
    in _saveResourceTree. By chaining
    _cached_document with DOM.getOuterHTML
    messages, we can reconstruct document content without blocking the event
    loop, even if Chromium has evicted the resource from its cache. This
    also proved resilient against Fedora's security policies, which often
    block file:// access.
  • Decision: Truncate Filenames for Cross-Platform
    Safety. To avoid File name too long errors,
    especially on Windows where the MAX_PATH limit is 260
    characters, filenameFromUrl was hardened. The filename
    truncation was reduced to a more conservative 150
    characters, leaving ample headroom for deeply nested CI
    temporary directories. Logic was also added to preserve file extensions
    during truncation and to sanitize backslashes from URI paths.
  • Decision: Expand Browser Discovery Paths. To
    support RHEL-based systems out-of-the-box, the
    default_executable_names was expanded to include
    headless_shell and search paths were updated to include
    /usr/lib64/chromium-browser/.
  • Decision: Mitigate Race Conditions with Stabilization Waits
    and Resilient Fetching. On fast systems,
    DOM.documentUpdated events could invalidate
    nodeIds immediately after navigation, causing XPath queries
    to fail with "Could not find node with given id". A small stabilization
    sleep(0.25s) was added after page loads to ensure the DOM
    is settled. Furthermore, the asynchronous DOM fetching loop was hardened
    to gracefully handle these errors by catching protocol errors and
    returning an empty string for any node that was invalidated during
    serialization, ensuring the overall process could complete.
• Windows Hardening:
  • Decision: Adopt Platform-Aware Watchdogs. The test
    suite's reliance on ualarm was a blocker for Windows, where
    it is not implemented. The t::helper::set_watchdog function
    was refactored to use standard alarm() (seconds) on Windows
    and ualarm (microseconds) on Unix-like systems, enabling
    consistent test-level timeout enforcement.
• Version 0.77 Release:
  • Decision: Adopt SOP for Version Synchronization.
    The project maintains duplicate version strings across 24+ files. A
    Standard Operating Procedure was adopted to use a batch-replacement tool
    to update all sub-modules in lib/ and to always run
    make clean and perl Makefile.PL to ensure
    META.json and META.yml reflect the new
    version. After achieving stability on Linux, the project version was
    bumped to 0.77.
• Infrastructure & Strategic Work:
  • The ad2 Windows Server 2025 instance was restored and
    optimized, with Active Directory demoted and disk I/O performance
    improved.
  • A strategic proposal for the Heterogeneous Directory
    Replication Protocol (HDRP) was drafted and published.

---

Part II: The
Great Async Refactor (March 17 - 18)

Despite success on Linux, tests on the slow ad2 Windows
host were still plagued by intermittent, indefinite hangs. This
triggered a fundamental architectural shift to move the library's core
from a mix of synchronous and asynchronous code to a fully non-blocking
internal API.

Key Milestones &
Engineering Decisions:

• Decision: Expose a _future API.
  Instead of hardcoding timeouts in the library, the core strategy was to
  refactor all blocking methods (xpath, field,
  get, etc.) into thin wrappers around new non-blocking
  ..._future counterparts. This moved timeout management to
  the test harness, allowing for flexible and explicit handling of
  stalls.

  # Example library implementation
  sub xpath($self, $query, %options) {
      return $self->xpath_future($query, %options)->get;
  }
  
  sub xpath_future($self, $query, %options) {
      # Async implementation using $self->target->send_message(...)
  }

• Decision: Centralize Test Hardening in a Helper.
  A dedicated test library, t/lib/t/helper.pm, was created to
  contain all stabilization logic. "Safe" wrappers (safe_get,
  safe_xpath) were implemented there, using
  Future->wait_any to race asynchronous operations against
  a timeout, preventing tests from hanging.

  # Example test helper implementation
  sub safe_xpath {
      my ($mech, $query, %options) = @_;
      my $timeout = delete $options{timeout} || 5;
      my $call_f = $mech->xpath_future($query, %options);
      my $timeout_f = $mech->sleep_future($timeout)->then(sub { Future->fail("Timeout") });
      return Future->wait_any($call_f, $timeout_f)->get;
  }

• Decision: Refactor Node Attribute Cache.
  Investigations into flaky checkbox tests (t/50-tick.t)
  revealed that WWW::Mechanize::Chrome::Node was storing
  attributes as a flat list ([key, val, key, val]), which was
  inefficient for lookups and individual updates. The cache was refactored
  to definitively use a HashRef, providing O(1) lookups
  and enabling atomic dual-updates where both the browser property (via
  JS) and the internal library attribute are synchronized
  simultaneously.

• Decision: Implement Self-Cancelling Socket
  Watchdog. On Windows, traditional watchdog processes often
  failed to detect parent termination, leading to 60-second hangs after
  successful tests. We implemented a new socket-based watchdog in
  t::helper that listens on an ephemeral port; the background
  process terminates immediately when the parent socket closes,
  eliminating these cumulative delays.

• Decision: Deep Recursive Refactoring & Form
  Selection. To make the API truly non-blocking, the entire
  internal call stack had to be refactored. For example, making
  get_set_value_future non-blocking required first making its
  dependency, _field_by_name, asynchronous. This culminated
  in refactoring the entire form selection API (form_name,
  form_id, etc.) to use the new asynchronous
  _future lookups, which was a key step in mitigating the
  Windows deadlocks.

• Decision: Fix Critical Regressions & Memory
  Cycles.

  • Evaluation Normalization: Implemented a
    _process_eval_result helper to centralize the parsing of
    results from Runtime.evaluate. This ensures consistent
    handling of return values and exceptions between synchronous
    (eval_in_page) and asynchronous (eval_future)
    calls.

  • Memory Cycle Mitigation: A significant memory
    leak was discovered where closures attached to CDP event futures (like
    for asynchronous body retrieval) would capture strong references to
    $self and the $response object, creating a
    circular reference. The established rule is to now always use
    Scalar::Util::weaken on both $self and any
    other relevant objects before they are used inside a
    ->then block that is stored on an object.

  • Context Propagation (wantarray): A
    major regression was discovered where Perl's wantarray
    context, which distinguishes between scalar and list context, was lost
    inside asynchronous Future->then blocks. This caused
    methods like xpath to return incorrect results (e.g., a
    count instead of a list of nodes). The solution was to adopt the "Async
    Context Pattern": capture wantarray in the synchronous
    wrapper, pass it as an option to the _future method, and
    then use that captured value inside the future's final resolution
    block.

    # Synchronous Wrapper
    sub xpath($self, $query, %options) {
        $options{ wantarray } = wantarray; # 1. Capture
        return $self->xpath_future($query, %options)->get; # 2. Pass
    }
    
    # Asynchronous Implementation
    sub xpath_future($self, $query, %options) {
        my $wantarray = delete $options{ wantarray }; # 3. Retrieve
        # ... async logic ...
        return $doc->then(sub {
            if ($wantarray) { # 4. Respect
                return Future->done(@results);
            } else {
                return Future->done($results[0]);
            }
        });
    }

  • Asynchronous Body Retrieval & Robust Content
    Fallbacks: Fixed a bug where decoded_content()
    would return empty strings by ensuring it awaited a
    __body_future. This was implemented by storing the
    retrieval future directly on the response object
    ($response->{__body_future}). To make this more robust,
    a tiered strategy was implemented: first try to get the content from the
    network response, but if that fails (e.g., for about:blank
    or due to cache eviction), fall back to a JavaScript
    XMLSerializer to get the live DOM content.

  • Signature Hardening: Fixed "Too few arguments"
    errors when using modern Perl signatures with
    Future->then. Callbacks were updated to use optional
    parameters (sub($result = undef) { ... }) to gracefully
    handle futures that resolve with no value.

  • XHTML "Split-Brain" Bug: Resolved a
    long-standing Chromium bug (40130141) where content provided via
    setDocumentContent is parsed differently than content
    loaded from a URL. A workaround was implemented: for XHTML documents,
    WMC now uses a JavaScript-based XPath evaluation
    (document.evaluate) against the live DOM, bypassing the
    broken CDP search mechanism.

Derived Architectural Rules
& SOPs:

• Rule: Always provide _future variants.
  Every library method that interacts with the browser via CDP must have a
  non-blocking asynchronous counterpart.
• Rule: Centralize stabilization in the test layer.
  All timeout and retry logic should reside in the test harness
  (t/lib/t/helper.pm), not in the core library.
• Rule: Explicitly propagate wantarray
  context. Synchronous wrappers must capture the caller's context
  and pass it down the Future chain to ensure correct
  scalar/list behavior.
• Rule: The entire call chain must be asynchronous.
  To enable non-blocking timeouts, even a single "hidden" blocking call in
  an otherwise asynchronous method will cause a stall.
• SOP: Reduce Library Noise. Diagnostic messages
  (warn, note, diag) should be
  removed from library code before commits. All such messages should be
  converted to use the internal $self->log('debug', ...)
  mechanism, ensuring a clean TAP output for CI systems.

---

Part III: The
MutationObserver Saga (March 19)

With most of the library refactored to be asynchronous, one stubborn
test, t/65-is_visible.t, continued to fail with timeouts.
This led to an ambitious, but ultimately unsuccessful, attempt to
replace the wait_until_visible polling logic with a more
"modern" MutationObserver.

Key Milestones & Challenges:

• The Theory: The goal was to replace an inefficient
  repeat { sleep } loop with an event-driven
  MutationObserver in JavaScript that would notify Perl
  immediately when an element's visibility changed.
• Implementation & Cascade Failure: The
  implementation proved incredibly difficult and introduced a series of
  new, hard-to-diagnose bugs:
  1. An incorrect function signature for
     callFunctionOn_future.
  2. A critical unit mismatch, passing seconds from Perl to JavaScript's
     setTimeout, which expected milliseconds.
  3. A fundamental hang where the MutationObserver's
     JavaScript Promise would never resolve, even after the
     underlying DOM element changed.
• Debugging Maze: Multiple attempts to fix the
  checkVisibility JavaScript logic inside the observer
  callback, including making it more robust by adding DOM tree traversal
  and extensive console.log tracing, failed to resolve the
  hang. This highlighted the opacity and difficulty of debugging complex,
  cross-language asynchronous interactions, especially when dealing with
  low-level browser APIs.

Procedural Learning:
Granular Edits

The effort was plagued by procedural missteps in using automated
file-editing tools. Initial attempts to replace large code blocks in a
single operation led to accidental code loss and match failures.

• Decision: Adopt "Delete, then Add" Workflow.
  Following forceful user correction, a new SOP was established for all
  future modifications:
  1. Isolate: Break the file into small, manageable
     chunks (e.g., 250 lines).
  2. Delete: Perform a "delete" operation by replacing
     the old code block with an empty string.
  3. Add: Perform an "add" operation by inserting the
     new code into the empty space.
  4. Verify: Verifying each atomic step before
     proceeding. This granular process, while slower, ensured surgical
     precision and regained technical control over the large
     Chrome.pm module.

The consistent failure of the MutationObserver approach
eventually led to the decision to abandon it in favor of stabilizing the
original, more transparent implementation.

---

Part IV:
Reversion and Final Stabilization (March 20)

After exhausting all reasonable attempts to fix the
MutationObserver, a strategic decision was made to revert
to the simpler, more transparent polling implementation and fix it
correctly. This proved to be the correct path to a stable solution.

Key Milestones &
Engineering Decisions:

• Decision: Perform Strategic Reversion. The
  MutationObserver implementation, when integrated via
  callFunctionOn_future with awaitPromise,
  proved fundamentally unstable. Its JavaScript promise would consistently
  fail to resolve, causing indefinite hangs. A decision was made to
  revert all MutationObserver code from
  WWW::Mechanize::Chrome.pm and restore the original
  repeat { sleep } polling mechanism. A stable,
  understandable solution was prioritized over an elegant but broken
  one.
• Decision: Correct Timeout Delegation in the
  Harness. The root cause of the original timeout failure was
  identified as a race condition in the t/lib/t/helper.pm
  test harness. The safe_wait_until_* wrappers were
  implementing their own timeout (via wait_any and
  sleep_future) that raced against the underlying polling
  function's internal timeout. This led to intermittent failures on slow
  machines. The helpers were refactored to delegate all timeout
  management to the library's polling functions, ensuring a
  single, authoritative timer controlled the operation.
• Decision: Optimize Polling Performance. At the
  user's request, the polling interval was reduced from 300ms to
  150ms. This modest performance improvement reduced the
  test suite's wallclock execution time by over a second while maintaining
  stability.
• Decision: Tune Test Watchdogs. The global watchdog
  timeout was adjusted to 12 seconds, specifically calculated as 1.5x the
  observed real execution time of the optimized test. This provides a
  data-driven safety margin for CI.

---

Part
V: The Last Bug - A Platform-Specific Memory Leak (March 20)

With all other tests passing, a single memory leak failure in
t/78-memleak.t persisted, but only on the Windows
ad2 environment. This required a different approach than
the timeout fixes.

Key Milestones:

• The Bug: A strong reference cycle involving the
  on_dialog event listener was not being broken on Windows,
  despite multiple attempts to fix it. Fixes that worked on Linux (such as
  calling on_dialog(undef) in DESTROY) were not
  sufficient on the Windows host.
• The Diagnosis: The issue was determined to be a
  deep, platform-specific interaction between Perl's garbage collector,
  the IO::Async event loop implementation on Windows, and the
  Test::Memory::Cycle module. The cycle report was identical
  on both platforms, but the cleanup behavior was different.
• Failed Attempts: A series of increasingly
  aggressive fixes were attempted to break the cycle, including:
  1. Moving the on_dialog(undef) call from
     close() to DESTROY().
  2. Explicitly deleteing the listener and callback
     properties from the object hash in DESTROY.
  3. Swapping between $self->remove_listener and
     $self->target->unlisten in a mistaken attempt to find
     the correct un-registration method.
• Pragmatic Solution: After exhausting all reasonable
  code-level fixes without a resolution on Windows, the user opted to mark
  the failing test as a known issue for that specific platform.
• Final Fix: The single failing test in
  t/78-memleak.t was wrapped in a conditional
  TODO block that only executes on Windows
  (if ($^O =~ /MSWin32/i)), formally acknowledging the bug
  without blocking the build. This allows the test suite to pass in CI
  environments while flagging the issue for future, deeper
  investigation.

---

Part VI: CI Hardening (March
20)

A final failure in the GitHub Actions CI environment revealed one
last configuration flaw.

Key Milestones:

• The Bug: The CI was running
  prove --nocount --jobs 3 -I local/ -bl xt t directly. This
  command was missing the crucial -It/lib include path, which
  is necessary for test files to locate the t::helper module.
  This resulted in nearly all tests failing with
  Can't locate t/helper.pm in @INC.
• The Investigation: An analysis of
  Makefile.PL revealed a custom MY::test block
  specifically designed to inject the -It/lib flag into the
  make test command. This confirmed that
  make test is the correct, canonical way to run the test
  suite for this project.
• The Fix: The
  .github/workflows/linux.yml file was modified to replace
  the direct prove call with make test in the
  Run Tests step. This ensures the CI environment runs the
  tests in the exact same way as a local developer, with all necessary
  include paths correctly configured by the project's build system.

Final Outcome

After this long and arduous journey, the
WWW::Mechanize::Chrome test suite is now stable and
passing on all targeted platforms, with known
platform-specific issues clearly documented in the code. The project is
in a vastly more robust and reliable state.

21 Mar 2026 1:52am GMT

Version 0.0.28 of RcppSpdlog arrived on CRAN today, has been uploaded to Debian and built for r2u. The (nice) documentation site has been refreshed too. RcppSpdlog bundles spdlog, a wonderful header-only C++ logging library with all the bells and whistles you would want that was written by Gabi Melman, and also includes fmt by Victor Zverovich. You can learn more at the nice package documention site.

This release contains a rebuild RcppExports.cpp to aid Rcpp in the transition towards Rcpp::stop() and away from Rf_error() in its user packages. No othe

The NEWS entry for this release follows.

Changes in RcppSpdlog version 0.0.28 (2026-03-19)

• Regenerate RcppExports.cpp to switch to (Rf_error) aiding in Rcpp transition to Rcpp::stop()

Courtesy of my CRANberries, there is also a diffstat report detailing changes. More detailed information is on the RcppSpdlog page, or the package documention site.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. If you like this or other open-source work I do, you can sponsor me at GitHub.

20 Mar 2026 9:47pm GMT