CodeNSM
[ LIVE DEMO / DEVELOPERS / PIXELMOTH ]

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pixelmoth

Frontend engineer

Owns everything the user sees — pages, views, routing.

Fictional persona, real telemetry — think of pixelmoth as one of the AI coding personas that wrote this codebase. Every function below (and all its iterations) is real production code attributed to the persona who'd own it.

0% value alignment

share of the codebase's total contribution carried by pixelmoth's functions

273
commits (fn + iterations)
273
functions owned
3733
lines
82304
calls
100%
reliability
45.8
avg ms
14
avg fn size (lines)
high-value work10%
debt-risk code1%
vanilla glue0%
41% dormant / freeloading 9% unique IP 100% without a test signal

Portfolio health

live states across 60 owned functions
Top performer 26 Fit 67

Top 3 things to work on

deterministic coaching — coaching, not surveillance
  1. A quarter of your commits touch code that's now dormant — check demand before building; delete what didn't land.
  2. Little of your work lands on the functions that carry the product's value — re-anchor your queue on the top contributors.
  3. Over half the functions you touch have no test coverage signal — add characterization tests as you go.

Portfolio

anonymized to role titles · real production functions
Employee State Debt Split Calls Avg ms Reliability Contribution
fresh_stats · Project Manager Top performer none Businesslogic 19006 15.3 100%
view_demo_context · Project Manager Top performer none Businesslogic 14516 71.3 100%
view_demo_data · Project Manager Top performer none Businesslogic 14495 82.0 100%
quiz_bank_read_5 · Project Manager Top performer none Businesslogic 7932 3.5 100%
project_check · Project Manager Top performer none Businesslogic 7378 1.3 100%
office_data · Project Manager Top performer none Businesslogic 6935 77.4 100%
home_page · Project Manager Top performer none Businesslogic 2114 10.3 100%
blog_article_view · Project Manager Top performer none Businesslogic 1993 4.2 100%
build_demo_context · Project Manager Top performer none Businesslogic 1126 190.9 100%
refresh_demo_context · Project Manager Top performer none Businesslogic 1091 196.5 100%
member_list · Project Manager Top performer none Businesslogic 524 0.9 100%
participant_info · Project Manager Top performer none Businesslogic 522 2.3 100%
room_info · Project Manager Top performer none Businesslogic 521 3.3 100%
member_required · Project Manager Top performer none Businesslogic 514 5.7 100%
poll_data · Project Manager Top performer none Businesslogic 510 5.9 100%
live_data_feed · Project Manager Top performer none Businesslogic 426 52.0 100%
robots_txt · Project Manager Top performer none Businesslogic 252 0.1 100%
pillar_view · Project Manager Top performer none Businesslogic 209 10.6 100%
lesson_page · Project Manager Top performer none Businesslogic 100 6.3 100%
sitemap_xml_gen · Project Manager Top performer none Businesslogic 95 2.7 100%
blog_post_render · Project Manager Top performer none Businesslogic 87 5.8 100%
landing_render_2 · Project Manager Top performer none Businesslogic 80 11.2 100%
prefilled_form · Project Manager Top performer none Businesslogic 78 0.7 100%
own · Project Manager Top performer none Businesslogic 69 1.3 100%
landing_8 · Project Manager Top performer none Businesslogic 68 7.1 100%
landing_render · Project Manager Top performer none Businesslogic 68 7.5 100%
progress · Project Manager Fit none Businesslogic 61 7.1 100%
views_reading_for · Project Manager Fit none Businesslogic 60 0.1 100%
demo_render · Project Manager Fit none Businesslogic 63 83.9 100%
product_list_2 · Project Manager Fit none Businesslogic 57 4.5 100%
signup_create · Project Manager Fit none Uniqueip 56 0.9 100%
views_stage_article · Project Manager Fit none Businesslogic 40 0.5 100%
experiments_beacon · Project Manager Fit none Businesslogic 39 1.0 100%
blog_index_groups · Project Manager Fit none Businesslogic 37 24.1 100%
blog_render · Project Manager Fit none Businesslogic 37 47.8 100%
name_get · Project Manager Fit none Businesslogic 35 0.0 100%
journey_begin · Project Manager Fit none Uniqueip 35 1.1 100%
views_confidence_label · Project Manager Fit none Businesslogic 33 0.0 100%
views_mechanism_line · Project Manager Fit none Businesslogic 33 0.0 100%
views_evidence_label · Project Manager Fit none Uniqueip 33 0.0 100%
views_evidence_strengt · Project Manager Fit none Businesslogic 33 0.0 100%
demo_employees_render · Project Manager Fit none Businesslogic 38 161.2 100%
demo_dash_read · Project Manager Fit none Businesslogic 36 102.8 100%
docs_render · Project Manager Fit none Businesslogic 32 2.1 100%
why_render · Project Manager Fit none Businesslogic 29 5.2 100%
demo_flow_read · Project Manager Fit none Businesslogic 29 37.4 100%
framework_list · Project Manager Fit none Businesslogic 27 6.7 100%
demo_devs_read · Project Manager Fit none Businesslogic 27 55.9 100%
wizard_state_filter · Project Manager Fit none Uniqueip 24 0.3 100%
journey_sess_fetch · Project Manager Fit none Businesslogic 24 1.7 100%
start_get_or_create · Project Manager Fit none Businesslogic 24 7.3 100%
demo_flow_data · Project Manager Fit none Businesslogic 22 1.4 100%
price_read · Project Manager Fit none Businesslogic 20 4.6 100%
icp_read · Project Manager Fit none Businesslogic 19 0.0 100%
admin_access_checker · Project Manager Fit none Businesslogic 18 0.0 100%
journey_sync_sess · Project Manager Fit none Businesslogic 18 1.1 100%
coreco_landing · Project Manager Fit none Businesslogic 17 3.8 100%
landing · Project Manager Fit none Businesslogic 17 4.5 100%
docs_2 · Project Manager Fit none Businesslogic 16 2.6 100%
adminhub_overview · Project Manager Fit none Businesslogic 16 17.1 100%

// rows aren't clickable in the public demo — per-function drill-downs (personnel files with root-cause, trend and AI fix prompts) are available in your own workspace.

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