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

399
commits (fn + iterations)
399
functions owned
6371
lines
155.4K
calls
100%
reliability
39.0
avg ms
16
avg fn size (lines)
high-value work8%
debt-risk code2%
vanilla glue0%
66% dormant / freeloading 13% unique IP 100% without a test signal

Portfolio health

live states across 60 owned functions
Top performer 30 Snoozing 22 Injury-prone 2 Fit 33

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 22K 19.0 100%
view_demo_context · Project Manager Top performer none Businesslogic 15.2K 78.5 100%
view_demo_data · Project Manager Top performer none Businesslogic 14.7K 82.2 100%
office_data · Project Manager Top performer none Businesslogic 14.2K 60.9 100%
handle_data_2 · Project Manager Snoozing none Uniqueip 12K 0.0 100%
project_check · Project Manager Top performer emerging Businesslogic 10.4K 1.5 100%
quiz_bank_read_5 · Project Manager Top performer none Businesslogic 8.5K 4.3 100%
handle_starttag_2 · Project Manager Snoozing none Uniqueip 8.5K 0.0 100%
handle_endtag_2 · Project Manager Snoozing none Uniqueip 8.1K 0.0 100%
blog_article_view · Project Manager Top performer none Businesslogic 5.7K 6.2 100%
home_page · Project Manager Top performer none Businesslogic 5K 11.6 100%
redact_fn_short · Project Manager Top performer none Businesslogic 3.2K 0.0 100%
blog_post_render · Project Manager Injury-prone none Businesslogic 2.5K 5.6 100%
robots_txt · Project Manager Top performer none Businesslogic 1.5K 0.2 100%
build_demo_context · Project Manager Top performer none Businesslogic 1.5K 267.1 100%
lesson_page · Project Manager Top performer none Businesslogic 1K 9.7 100%
admin_access_checker · Project Manager Top performer none Businesslogic 1K 0.0 100%
refresh_demo_context · Project Manager Top performer none Businesslogic 1.2K 213.3 100%
prefilled_form · Project Manager Top performer none Businesslogic 968 4.5 100%
handle_data · Project Manager Snoozing none Businesslogic 703 0.0 100%
member_list · Project Manager Snoozing none Businesslogic 691 1.0 100%
participant_info · Project Manager Snoozing none Businesslogic 689 2.5 100%
room_info · Project Manager Snoozing none Businesslogic 688 3.7 100%
member_required · Project Manager Snoozing none Businesslogic 680 6.2 100%
poll_data · Project Manager Snoozing none Businesslogic 676 6.4 100%
pillar_view · Project Manager Top performer none Businesslogic 579 8.1 100%
sitemap_xml_gen · Project Manager Top performer none Businesslogic 513 5.6 100%
live_data_feed · Project Manager Top performer none Businesslogic 509 54.6 100%
handle_starttag · Project Manager Snoozing none Businesslogic 475 0.0 100%
handle_endtag · Project Manager Snoozing none Businesslogic 474 0.0 100%
landing_render_2 · Project Manager Top performer none Businesslogic 354 38.1 100%
json_for_script · Project Manager Top performer none Businesslogic 323 5.7 100%
scrub_receipts · Project Manager Top performer none Businesslogic 312 0.1 100%
blog_post · Project Manager Top performer none Businesslogic 252 2.2 100%
icp_read · Project Manager Top performer none Businesslogic 246 0.1 100%
blog_post_3 · Project Manager Top performer none Businesslogic 247 10.3 100%
landing_render · Project Manager Top performer none Businesslogic 240 11.8 100%
landing_8 · Project Manager Top performer none Businesslogic 232 16.2 100%
signup_create · Project Manager Top performer none Uniqueip 228 7.2 100%
data_ingest · Project Manager Snoozing emerging Uniqueip 265 179.1 99%
product_list_2 · Project Manager Top performer none Businesslogic 220 7.5 100%
email · Project Manager Top performer none Businesslogic 209 0.0 100%
demo_render · Project Manager Top performer none Businesslogic 241 189.1 100%
about · Project Manager Fit none Businesslogic 189 8.5 100%
workspace · Project Manager Fit none Businesslogic 183 1.5 100%
docs_render · Project Manager Fit none Businesslogic 162 5.4 100%
dev_detail_read · Project Manager Fit none Businesslogic 177 102.6 100%
intel_progress · Project Manager Snoozing none Businesslogic 160 10.7 100%
coreco_landing · Project Manager Fit none Businesslogic 147 4.7 100%
framework_list · Project Manager Fit none Businesslogic 147 6.9 100%
views_reading_for · Project Manager Snoozing none Businesslogic 146 0.3 100%
landing · Project Manager Fit none Businesslogic 148 19.3 100%
landing_6 · Project Manager Fit none Businesslogic 147 13.4 100%
views_stage_article · Project Manager Snoozing none Businesslogic 136 0.6 100%
blog_index_groups · Project Manager Fit none Businesslogic 138 16.0 100%
blog_render · Project Manager Fit none Businesslogic 138 41.9 100%
learn_index · Project Manager Fit none Businesslogic 128 6.7 100%
journey_begin · Project Manager Fit none Uniqueip 119 11.0 100%
start_get_or_create · Project Manager Fit none Businesslogic 119 14.6 100%
price_read · Project Manager Fit none Businesslogic 119 19.7 100%

// 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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