AI Slop Code RIsk Monitor

puma/puma

A Ruby/Rack web server built for parallelism

5.5 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for puma/puma, a Ruby project with 7,918 GitHub stars. SynthScan examined 41,948 lines of code across 252 source files, recording 183 pattern matches distributed across 5 syntactic categories. The legacy adjusted pattern signal is 5.5 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

5.5
Adjusted Signal
5.5
Raw Pattern Score
100%
Time Factor
2026-10-08
Last Push
7.9K
Stars
Ruby
Language
41.9K
Lines of Code
252
Files
183
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 19.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 168 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 9.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 48 finding(s).

PR Review Velocity Impact 26.2/100 · MEDIUM

Which changes need focused human review? 183 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 0MEDIUM 36LOW 147

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 183 distinct pattern matches across 5 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block114 hits · 86 pts
SeverityFileLineSnippetContext
LOWtest/test_request_invalid_multiple.rb1# frozen_string_literal: trueCOMMENT
LOWtest/test_puma_server.rb1801 server_run(early_hints: opts[:early_hints], &app)COMMENT
LOWtest/helpers/integration.rb521 ioCOMMENT
LOWtest/helpers/test_puma/puma_socket.rb21 # @param timeout [Float, nil] total socket read timeout, defaults to `RESP_READ_TIMEOUT`COMMENT
LOWtest/helpers/test_puma/puma_socket.rb41 # * `port:` - tcp/ssl port (`Integer`, `String`)COMMENT
LOWext/puma_http11/mini_ssl.c1#define RSTRING_NOT_MODIFIED 1COMMENT
LOWdocs/nginx.md41COMMENT
LOWdocs/systemd.md21COMMENT
LOWdocs/systemd.md41# Also replace the "<YOUR_APP_PATH>" placeholders below with this path.COMMENT
LOWexamples/plugins/redis_stop_puma.rb1require 'puma/plugin'COMMENT
LOWbenchmarks/local/long_tail_hey.rb1# frozen_string_literal: trueCOMMENT
LOWbenchmarks/local/long_tail_hey.rb21 #COMMENT
LOWbenchmarks/local/long_tail_hey-0-2-4-8.sh1#!/usr/bin/env bashCOMMENT
LOWbenchmarks/local/response_time_wrk.rb1# frozen_string_literal: trueCOMMENT
LOWbenchmarks/local/response_time_wrk.rb21 #COMMENT
LOWbenchmarks/local/bench_base.sh1#!/usr/bin/env bashCOMMENT
LOW.github/workflows/turbo-rails.yml61 DST="if RUBY_PATCHLEVEL == -1\n gem 'rack', git: 'https://github.com/rack/rack', ref: 'main'\nelse\n gem 'raCOMMENT
LOWlib/puma/minissl.rb141 endCOMMENT
LOWlib/puma/const.rb81 # For some HTTP status codes the client only expects headers.COMMENT
LOWlib/puma/cluster_accept_loop_delay.rb1# frozen_string_literal: trueCOMMENT
LOWlib/puma/cluster_accept_loop_delay.rb21 #COMMENT
LOWlib/puma/cluster_accept_loop_delay.rb41 # (processes), they will "race" to accept a request at roughly the same rate. However, if oneCOMMENT
LOWlib/puma/launcher.rb21 # Returns an instance of LauncherCOMMENT
LOWlib/puma/response.rb1# frozen_string_literal: trueCOMMENT
LOWlib/puma/response.rb41 #COMMENT
LOWlib/puma/response.rb421 conn = env.fetch(HTTP_CONNECTION, "").downcaseCOMMENT
LOWlib/puma/json_serialization.rb1# frozen_string_literal: trueCOMMENT
LOWlib/puma/client_env.rb121 # avoid allocation in the common case (ie there are no headersCOMMENT
LOWlib/puma/sd_notify.rb1# frozen_string_literal: trueCOMMENT
LOWlib/puma/sd_notify.rb21 # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESSCOMMENT
LOWlib/puma/sd_notify.rb121 # Generally this method will be used indirectly through the other methodsCOMMENT
LOWlib/puma/client.rb41 # on any non-IO objects it polls. For example, nio4r internally callsCOMMENT
LOWlib/puma/commonlogger.rb1# frozen_string_literal: trueCOMMENT
LOWlib/puma/reactor.rb1# frozen_string_literal: trueCOMMENT
LOWlib/puma/configuration.rb21 # puts options[:foo]COMMENT
LOWlib/puma/configuration.rb101 #COMMENT
LOWlib/puma/dsl.rb1# frozen_string_literal: trueCOMMENT
LOWlib/puma/dsl.rb21 #COMMENT
LOWlib/puma/dsl.rb41 # parameter. This allows storage of data, typically objects that are createdCOMMENT
LOWlib/puma/dsl.rb181 # @exampleCOMMENT
LOWlib/puma/dsl.rb201COMMENT
LOWlib/puma/dsl.rb261 # not overwrite previous bindings.COMMENT
LOWlib/puma/dsl.rb281 # bind 'ssl://127.0.0.1:9292?key=key.key&cert=cert.pem&ca=ca.pem&verify_mode=force_peer'COMMENT
LOWlib/puma/dsl.rb301 # Systemd can present sockets as file descriptors that are already opened.COMMENT
LOWlib/puma/dsl.rb321 endCOMMENT
LOWlib/puma/dsl.rb341 #COMMENT
LOWlib/puma/dsl.rb361 # If a new request is not received within this number of seconds, begin shutting down.COMMENT
LOWlib/puma/dsl.rb381 # fiber_per_requestCOMMENT
LOWlib/puma/dsl.rb401 endCOMMENT
LOWlib/puma/dsl.rb441COMMENT
LOWlib/puma/dsl.rb461 # load Puma itself (i.e. `ruby -Ilib bin/puma`), not the argumentsCOMMENT
LOWlib/puma/dsl.rb481 #COMMENT
LOWlib/puma/dsl.rb501 #COMMENT
LOWlib/puma/dsl.rb521 #COMMENT
LOWlib/puma/dsl.rb541 # The default is +nil+.COMMENT
LOWlib/puma/dsl.rb561 # Redirect +STDOUT+ and +STDERR+ to files specified. The +append+ parameterCOMMENT
LOWlib/puma/dsl.rb581 # endCOMMENT
LOWlib/puma/dsl.rb621 #COMMENT
LOWlib/puma/dsl.rb641COMMENT
LOWlib/puma/dsl.rb661 #COMMENT
54 more matches not shown…
Self-Referential Comments20 hits · 60 pts
SeverityFileLineSnippetContext
MEDIUMtest/helper.rb320# This module is modified based on https://github.com/rails/rails/blob/7-1-stable/activesupport/lib/active_support/testiCOMMENT
MEDIUMtest/helpers/test_puma/puma_socket.rb24 # This module is included in CI test files, and provides methods to createCOMMENT
MEDIUMtest/helpers/test_puma/puma_socket_include.rb14 # This module contains the methods included in PumaSSLSocket, PumaTCPSocket,COMMENT
MEDIUMbenchmarks/local/long_tail_hey.rb9 # This file is called from `long_tail_hey.sh`. It requires `hey`.COMMENT
MEDIUMbenchmarks/local/response_time_wrk.rb8 # This file is called from `response_time_wrk.sh`. It requires `wrk`.COMMENT
MEDIUMlib/puma/log_writer.rb33 # Create a LogWriter that prints to +stdout+ and +stderr+.COMMENT
MEDIUMlib/puma/cli.rb24 # Create a new CLI object using +argv+ as the command lineCOMMENT
MEDIUMlib/puma/cluster.rb10 # This class is instantiated by the `Puma::Launcher` and usedCOMMENT
MEDIUMlib/puma/client_env.rb8 # This module is included in `Client`. It contains code to process the `env`COMMENT
MEDIUMlib/puma/single.rb8 # This class is instantiated by the `Puma::Launcher` and usedCOMMENT
MEDIUMlib/puma/reactor.rb24 # Create a new Reactor to monitor IO objects added by #add.COMMENT
MEDIUMlib/puma/dsl.rb323 # Define the TCP port to bind to. Use `bind` for more advanced options.COMMENT
MEDIUMlib/puma/server.rb24 # This class is used by the `Puma::Single` and `Puma::Cluster` classesCOMMENT
MEDIUMlib/puma/server.rb59 # Create a server for the rack app +app+.COMMENT
MEDIUMlib/puma/server.rb295 # This method is called from the Reactor thread when a queued Client receives data,COMMENT
MEDIUMlib/puma/server.rb490 # This method is called from a ThreadPool processor thread.COMMENT
MEDIUMlib/puma/cluster/worker_handle.rb7 # This class represents a worker process from the perspective of the pumaCOMMENT
MEDIUMlib/puma/cluster/worker.rb8 # This class is instantiated by the `Puma::Cluster` and represents a singleCOMMENT
MEDIUMlib/puma/launcher/bundle_pruner.rb6 # This class is used to pickup Gemfile changes duringCOMMENT
MEDIUMlib/rack/handler/puma.rb5 # This module is used as an 'include' file in code at bottom of file. It loadsCOMMENT
Decorative Section Separators15 hits · 48 pts
SeverityFileLineSnippetContext
MEDIUM⚡test/test_request_invalid_multiple.rb109 # ──────────────────────────────────── below are invalid Host headerCOMMENT
MEDIUM⚡test/test_request_invalid_multiple.rb119 # ──────────────────────────────────── below are invalid unescaped path charactersCOMMENT
MEDIUM⚡test/test_request_invalid_multiple.rb129 # ──────────────────────────────────── below are oversize path lengthCOMMENT
MEDIUMtest/test_request_invalid_multiple.rb142 # ──────────────────────────────────── below are invalid Content-LengthCOMMENT
MEDIUMtest/test_request_invalid_multiple.rb155 # ──────────────────────────────────── below have http_content_length_limit setCOMMENT
MEDIUMbenchmarks/local/long_tail_hey.rb124 str << "#{@ka.ljust 28} ──────────────────── Hey Latency ──────────────────── Long Tail\n" \CODE
MEDIUMbenchmarks/local/bench_base.rb413 # Body ────────── req/sec ────────── ─────── req 50% times ───────COMMENT
MEDIUMbenchmarks/local/response_time_wrk.rb109 # ───────────────────────────────────────────────────────────────── 1kBCOMMENT
MEDIUM.github/workflows/release-checks.yml24 # ── Parse the release version from the branch name ──────────────────────COMMENT
MEDIUM.github/workflows/release-checks.yml46 # ── Check 1: VERSION in lib/puma/const.rb matches the branch ────────────COMMENT
MEDIUM.github/workflows/release-checks.yml61 # ── Check 2: CODE_NAME is set and not a placeholder ─────────────────────COMMENT
MEDIUM.github/workflows/release-checks.yml78 # ── Check 3: History.md has an entry for this version ───────────────────COMMENT
MEDIUM.github/workflows/release-checks.yml88 # ── Check 4: History.md entry has a properly-formatted date ─────────────COMMENT
MEDIUM.github/workflows/release-checks.yml99 # ── Check 5: Upgrade guide exists for major releases ────────────────────COMMENT
MEDIUM.github/workflows/release-checks.yml121 # ── Check 6: SECURITY.md is updated for major releases ──────────────────COMMENT
Hyper-Verbose Identifiers33 hits · 33 pts
SeverityFileLineSnippetContext
LOWtest/test_puma_server_ssl.rb306 def assert_ssl_client_error_match(error, subject: nil, context: CTX, &blk)CODE
LOWtest/test_puma_server_ssl.rb528 def assert_ssl_client_error_match(close_error, log_writer: SSLLogWriterHelper.new(STDOUT, STDERR), &blk)CODE
LOWtest/test_worker_gem_independence.rb88 def change_gem_version_during_phased_restart(old_app_dir:,CODE
LOWtest/test_config.rb898 def assert_raise_on_hooks_without_block(hook_name)CODE
LOWtest/test_config.rb905 def assert_warning_for_hooks_defined_in_single_mode(hook_name)CODE
LOWtest/test_pumactl.rb315 def assert_command_cli_output(options, expected_out)CODE
LOWtest/test_pumactl.rb332 def assert_system_exit_with_cli_output(options, expected_out)CODE
LOWtest/helper.rb322 def assert_called_on_instance_of(klass, method_name, message = nil, times: 1, returns: nil)CODE
LOWtest/helper.rb345 def assert_not_called_on_instance_of(klass, method_name, message = nil, &block)CODE
LOWtest/test_json_serialization.rb98 def assert_puma_json_generates_string(expected_output, value_to_serialize, expected_roundtrip: nil)CODE
LOWtest/test_plugin_systemd.rb94 def assert_restarts_with_systemd(signal, workers: 2)CODE
LOWtest/categories.rb40 def discover_integration_basenames(base = File.dirname(__FILE__))CODE
LOWtest/test_puma_server_hijack.rb187 def partial_hijack_closes_body(hdrs, body)CODE
LOWtest/test_puma_server.rb640 def test_timeout_in_data_phase(**options)CODE
LOWtest/test_puma_server.rb1666 def test_open_connection_wait(**options)CODE
LOWtest/test_puma_server.rb1800 def assert_does_not_allow_http_injection(app, opts = {})CODE
LOWtest/test_puma_server.rb2004 def assert_keep_alive_request_closed_during_shutdown(command, buffered)CODE
LOWtest/test_integration_ssl.rb79 def test_verify_client_cert_roundtrip(tls1_2 = nil)CODE
LOWtest/helpers/integration.rb137 def silent_and_checked_system_command(*args)CODE
LOWtest/helpers/integration.rb247 def restart_server_and_listen(argv, env: {}, log: false)CODE
LOWtest/helpers/integration.rb271 def wait_for_server_to_include(str, timeout: nil, log: false)CODE
LOWtest/helpers/integration.rb541 def restart_does_not_drop_connections(CODE
LOWlib/puma/binder.rb120 def synthesize_binds_from_activated_fs(binds, only_matching)CODE
LOWlib/puma/server_plugin_control.rb28 def update_thread_pool_min_max(min: max_threads, max: min_threads)CODE
LOWlib/puma/dsl.rb319 def bind_to_activated_sockets(bind=true)CODE
LOWlib/puma/dsl.rb1183 def raise_exception_on_sigterm(answer=true)CODE
LOWlib/puma/dsl.rb1201 def extra_runtime_dependencies(answer = [])CODE
LOWlib/puma/dsl.rb1383 def wait_for_less_busy_worker(val=0.005)CODE
LOWlib/puma/dsl.rb1565 def mutate_stdout_and_stderr_to_sync_on_write(enabled=true)CODE
LOWlib/puma/dsl.rb1582 def http_content_length_limit(limit)CODE
LOWlib/puma/dsl.rb1623 def add_pem_values_to_options_store(opts)CODE
LOWlib/puma/runner.rb181 def ensure_output_directory_exists(path, io_name)CODE
LOWlib/puma/server.rb776 def update_thread_pool_min_max(min: @min_threads, max: @max_threads)CODE
Slop Phrases1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMlib/puma/dsl.rb649 # you can use this method.COMMENT